Regional industry upgrading regulation and control equipment, method and device and medium

Abstract

The invention provides regulation and control equipment, method and device for regional industry upgrading and a medium, and aims at starting from the RCA index and the industrial technology complexity of a first type of industry during regulation and control of regional industry upgrading and combining the industrial technology association degree between the first type of industry and a second type of industry and the regional scale of a first region. The development status and application prospect of the first type of industry, and the regional development power and regional development direction are fully considered, so that the industrial development can be automatically and flexibly regulated and controlled, and the applicability and reliability of regional industry upgrading can be improved.

Description

Technical Field

[0001] The present disclosure relates to the field of industrial optimization technology, and in particular to a control device, method, apparatus and medium for regional industrial upgrading. Background Art

[0002] In the process of regional development, industry is the main economic support for regional development. Understanding the internal industrial structure of the region, promoting the establishment of industrial circles and strengthening chains, and fully tapping the aggregation and driving role of the main industries in the regional chain are effective ways to promote regional development. With the development and changes of society, the traditional low-tech industrial evolution path of "winning by quantity" is unsustainable. It is urgent to break through the original extensive export model to get rid of the export dilemma and achieve high-quality industrial development. How to upgrade regional industries has become one of the hot topics in the current research field of regional development and regional planning.

[0003] Research on regional industrial upgrading is mainly based on a cause-oriented approach, looking at the path process of industrial evolution from the perspective of "industrial correlation". It lacks explanatory power in explaining the evolutionary path of path breakthroughs and is limited to theoretical qualitative analysis, making it difficult to carry out effective regulation and control of regional industrial upgrading. Summary of the invention

[0004] The embodiments of the present disclosure at least provide a control device, method, apparatus and medium for regional industrial upgrading.

[0005] The embodiment of the present disclosure provides a control device for regional industrial upgrading, including a processor, a memory, and a display, wherein the processor, the memory, and the display are connected via a bus, the memory is used to store computer instructions, and the display is used to display the processing result of the processor, wherein the processing result includes a target upgrading strategy generated by the processor; the processor is used to read the computer instructions stored in the memory to perform the following operations:

[0006] Obtaining a Revealed Comparative Advantage Index (RCA) index of each industry in each first region and an RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region;

[0007] Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate target values ​​for the industry and the first region; when the target value is 0, it indicates that the industry corresponding to the target value is the first type of industry, and when the target value is 1, it indicates that the industry corresponding to the target value is the second type of industry;

[0008] Based on the target value, determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and based on the RCA index of each industry of each second region, determine the industrial technology complexity of each first type industry of each first region; the industrial technology complexity is used to characterize the production technology content of the industry;

[0009] For each first-type industry in each first region, a target upgrade strategy for the first-type industry in its first region is generated based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0010] In an optional implementation, determining the industrial technology correlation between each first type industry in each first region and the second type industry in each first region based on the target value includes:

[0011] For each industry in each first region, a plurality of industry combinations are obtained by dividing the industries in each first region, wherein the industry combinations include any two industries in the industries in each first region;

[0012] For each of the industry combinations, determining the proximity between the two industries included in the industry combination, wherein the proximity is used to indicate the co-occurrence probability of the two industries being industries of the second type in the same first region at the same time;

[0013] Based on the proximity corresponding to each of the industrial combinations and the target value, the industrial technology correlation between each of the first type industries in each of the first regions and the second type industries in each of the first regions is determined.

[0014] In an optional implementation manner, the industry combination includes a first industry and a second industry; and determining the proximity between the two industries included in the industry combination includes:

[0015] Based on the first industry and the second industry included in the industry combination, a first conditional probability and a second conditional probability are determined, wherein the first conditional probability is used to indicate the probability of the first industry being the second type of industry in the target first region under the condition that the second industry is the second type of industry in the target first region, and the second conditional probability is used to indicate the probability of the second industry being the second type of industry in the target first region under the condition that the first industry is the second type of industry in the target first region;

[0016] The smaller value between the first conditional probability and the second conditional probability is determined as the proximity between the two industries included in the industry combination.

[0017] In an optional implementation, the industry combination includes a primary industry and a secondary industry; and determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the proximity corresponding to each of the industry combinations and the target value includes:

[0018] Determine the industrial technology correlation between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions;

[0019] The industrial-technological correlation between each first industry corresponding to the first type of industry in each first region and the second type of industry in each first region is determined as the industrial-technological correlation between each first type industry in each first region and the second type of industry in each first region.

[0020] In an optional implementation, determining the industrial technology association between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each first region includes:

[0021] Taking the target value corresponding to the second industry in each first region as the weight, weighted summing is performed on the proximities corresponding to each combination of the industry, so as to obtain the sum of the proximities between each first industry and the second type industry in each first region;

[0022] Sum the proximities corresponding to the various industry combinations to obtain the sum of the proximities corresponding to the various industry combinations;

[0023] Based on the sum of the proximities between each of the first industries and the second type of industry in each of the first regions and the ratio of the sum of the proximities corresponding to each of the industrial combinations, the industrial technology correlation between each of the first industries and the second type of industry in each of the first regions is obtained.

[0024] In an optional implementation manner, determining the first type of industry and the second type of industry in each first region based on the RCA index of each industry in each first region includes:

[0025] When the RCA index is greater than or equal to a first preset RCA index, determining that the industry is a second type of industry in the first region;

[0026] When the RCA index is less than the first preset RCA index, the industry is determined to be a first type of industry in the first region.

[0027] In an optional implementation manner, determining the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region includes:

[0028] Based on the RCA index of each industry in each second region, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry are iteratively processed until the iterative result meets the preset conditions, thereby obtaining the industrial technology complexity of each first type industry in each first region.

[0029] In an optional implementation manner, the RCA index of each industry in each first region is determined by the following steps:

[0030] Obtain industry transaction information for each first region;

[0031] Based on the industrial transaction information of each first region, an RCA index of each industry in each first region is determined.

[0032] In an optional implementation manner, for each first type industry in each first region, based on the RCA index of the first type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region, generating a target upgrade strategy for the first type industry in the first region to which it belongs, includes:

[0033] For each first type of industry in each first region, the RCA index of the first type of industry is compared with a second preset RCA index to obtain an RCA index comparison result of the first type of industry; and the industrial technology complexity of the first type of industry is compared with the technical complexity of the target industry to obtain a complexity comparison result of the first type of industry; and the industrial technology correlation corresponding to the first type of industry is compared with the technical correlation of the target industry to obtain a correlation comparison result of the first type of industry;

[0034] Determine a target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry;

[0035] Based on the regional scale of the first region, the target mapping relationship and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined, and the target mapping relationship is used to indicate the mapping relationship between the regional scale and the industrial development timing.

[0036] In an optional implementation manner, the target industry technology complexity is determined by the following steps:

[0037] The industrial technological complexity of each of the first-type industries is sorted to obtain a sorting result, and the technological complexity of the target industry is determined based on the sorting result and preset rules.

[0038] In an optional implementation manner, the plurality of preset industrial development strategies include three strategy types, and the importance of the first strategy type, the second strategy type and the third strategy type decreases in sequence;

[0039] Determining the target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry includes:

[0040] When the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, determining that the target industry development strategy of the first type of industry belongs to the first strategy type;

[0041] In the case where the complexity comparison result indicates that the technology complexity of the industry is less than the technology complexity of the target industry, if the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index and / or the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type;

[0042] When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, if the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technological correlation is less than the target industry technological correlation, it is determined that the target industry development strategy of the first type of industry belongs to the third strategy type.

[0043] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the first strategy type, the processor is further configured to execute:

[0044] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the first preset industry development strategy, and the first preset industry development strategy is to develop based on the second type of industry in the first region;

[0045] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the second preset industry development strategy, and the second preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the second preset industry development strategy is lower than that of the first preset industry development strategy;

[0046] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, determining that the target industry development strategy for the first type of industry is a third preset industry development strategy, and the third preset industry development strategy is to develop by relying on other first regions where the first type of industry is deployed;

[0047] When the RCA index comparison result indicates that the RCA index is smaller than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is smaller than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the fourth preset industry development strategy, and the fourth preset industry development strategy is to develop based on other first regions where the first type of industry is deployed; the development priority of the fourth preset industry development strategy is lower than that of the third preset industry development strategy.

[0048] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type, the processor is further configured to execute:

[0049] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, determine that the target industry development strategy for the first type of industry is the fifth preset industry development strategy, and the fifth preset industry development strategy is to develop based on the second type of industry in the first region;

[0050] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the sixth preset industry development strategy, and the sixth preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the sixth preset industry development strategy is lower than the fifth preset industry development strategy;

[0051] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the seventh preset industry development strategy, and the seventh preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

[0052] The present disclosure also provides a method for regulating regional industrial upgrading, the method comprising:

[0053] Obtaining the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region;

[0054] Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate target values ​​for the industry and the first region; when the target value is 0, it indicates that the industry corresponding to the target value is the first type of industry, and when the target value is 1, it indicates that the industry corresponding to the target value is the second type of industry;

[0055] Based on the target value, determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and based on the RCA index of each industry of each second region, determine the industrial technology complexity of each first type industry of each first region; the industrial technology complexity is used to characterize the production technology content of the industry;

[0056] For each first-type industry in each first region, a target upgrade strategy for the first-type industry in its first region is generated based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0057] The present disclosure also provides a device for regulating and controlling regional industrial upgrading, the device comprising:

[0058] An information collection module, used to obtain the revealed comparative advantage RCA index of each industry in each first region, and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region;

[0059] A regional industry type classification module is used to determine the first type industry and the second type industry of each first region based on the RCA index of each industry in each first region, wherein the first type industry refers to the industry in the first region that needs to be upgraded, and the second type industry refers to the industry in the first region that does not need to be upgraded; and, based on the industry type of each industry and the first region in which it is located, generate a target value for the industry and the first region; when the target value is 0, the industry corresponding to the target value is characterized as the first type industry, and when the target value is 1, the industry corresponding to the target value is characterized as the second type industry;

[0060] An industrial technology analysis module, for determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the target value; and determining the industrial technology complexity of each first type industry of each first region based on the RCA index of each industry of each second region; the industrial technology complexity is used to characterize the production technology content of the industry;

[0061] A control module is used to generate, for each first-type industry in each first region, a target upgrade strategy for the first-type industry in the first region to which it belongs based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0062] The embodiments of the present disclosure also provide a computer-readable storage medium having a computer program stored thereon. When the computer program is executed by a processor, the steps of the above-mentioned method for regulating and controlling regional industrial upgrading are executed.

[0063] The control equipment, method, device and medium for regional industrial upgrading provided by the embodiments of the present disclosure distinguish the first type industries that need to be upgraded and the second type industries that do not need to be upgraded in each first region through the explicit comparative advantage RCA index of each industry in the first region, and generate target values ​​for the industry and the first region based on this, and then determine the industrial technology correlation between each first type industry in each first region and the second type industry in each region based on the target value, and determine the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region, and then for each first type industry in each first region, based on the RCA index, industrial technology complexity and corresponding industrial technology correlation of the first type industry, and combined with the regional scale of the first region, generate a target upgrade strategy for the first type industry in the first region to which it belongs. In this way, when regulating the regional industrial upgrading, starting from the RCA index and industrial technology complexity of the first type industry itself, and combining the industrial technology correlation between the first type industry and the second type industry and the regional scale of the first region, fully consider the development status and application prospects of the first type industry, as well as the driving force and regional development direction of the region, so that the industrial development can be flexibly regulated automatically, which is helpful to improve the applicability and reliability of regional industrial upgrading.

[0064] It should be understood that the above general description and the following detailed description are merely exemplary and explanatory, and are not intended to limit the technical solutions of the present disclosure.

[0065] In order to make the above-mentioned objectives, features and advantages of the present disclosure more obvious and easy to understand, preferred embodiments are specifically cited below and described in detail with reference to the attached drawings. BRIEF DESCRIPTION OF THE DRAWINGS

[0066] In order to more clearly illustrate the technical solutions of the embodiments of the present disclosure, the following is a brief introduction to the drawings required for use in the embodiments. The drawings herein are incorporated into the specification and constitute a part of the specification. These drawings illustrate embodiments consistent with the present disclosure and are used together with the specification to illustrate the technical solutions of the present disclosure. It should be understood that the following drawings only illustrate certain embodiments of the present disclosure and should not be regarded as limiting the scope. For ordinary technicians in this field, other relevant drawings can also be obtained based on these drawings without creative work.

[0067] Figure 1 A schematic diagram of a control device for regional industrial upgrading provided by an embodiment of the present disclosure is shown;

[0068] Figure 2 A schematic diagram of dividing a first type of industry provided by an embodiment of the present disclosure is shown;

[0069] Figure 3 A schematic diagram of a regulation process for regional industrial upgrading provided by an embodiment of the present disclosure is shown;

[0070] Figure 4 A flow chart of a method for regulating and controlling regional industrial upgrading provided by an embodiment of the present disclosure is shown;

[0071] Figure 5 A schematic diagram of a control device for regional industrial upgrading provided by an embodiment of the present disclosure is shown. DETAILED DESCRIPTION

[0072] In order to make the purpose, technical scheme and advantages of the embodiments of the present disclosure clearer, the technical scheme in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only part of the embodiments of the present disclosure, rather than all of the embodiments. The components of the embodiments of the present disclosure generally described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present disclosure provided in the drawings is not intended to limit the scope of the present disclosure for protection, but merely represents the selected embodiments of the present disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the art without making creative work belong to the scope of protection of the present disclosure.

[0073] It should be noted that similar reference numerals and letters denote similar items in the following drawings, and therefore, once an item is defined in one drawing, further definition and explanation thereof is not required in subsequent drawings.

[0074] The term "and / or" herein only describes an association relationship, indicating that three relationships may exist. For example, A and / or B may represent the following three situations: A exists alone, A and B exist at the same time, and B exists alone. In addition, the term "at least one" herein represents any combination of at least two of any one or more of a plurality of. For example, including at least one of A, B, and C may represent including any one or more elements selected from the set consisting of A, B, and C.

[0075] The study found that the research on regional industrial upgrading mainly looks at the path process of industrial evolution from the perspective of "industrial correlation" based on cause orientation, lacks explanatory power in explaining the evolution of path-breaking industrial paths, is limited to theoretical qualitative analysis, and is difficult to carry out effective regional industrial upgrading regulation. There are few studies on integrating industrial multi-dimensionality to examine regional industrial development, and are limited to theoretical qualitative analysis, lacking quantitative methods for regional industrial upgrading regulation.

[0076] Based on the above research, the present disclosure provides a regulatory device for regional industrial upgrading. When regulating regional industrial upgrading, it starts from the RCA index and industrial technology complexity of the first type of industry itself, and combines the industrial technology correlation between the first type of industry and the second type of industry and the regional scale of the first region, fully considering the development status and application prospects of the first type of industry, as well as the driving force and direction of regional development, so that it can automatically and flexibly regulate industrial development, which helps to improve the applicability and reliability of regional industrial upgrading.

[0077] The following describes a control device for regional industrial upgrading provided by an embodiment of the present disclosure in conjunction with the accompanying drawings.

[0078] See also Figure 1 FIG. 1 is a schematic diagram of a control device 100 for regional industrial upgrading provided by an embodiment of the present disclosure, including:

[0079] A processor 110, a memory 120, and a display 130, wherein the processor 110, the memory 120, and the display 130 are connected via a bus 140, the memory 120 is used to store computer instructions, and the display is used to display the processing results of the processor, which include the target upgrade strategy generated by the processor.

[0080] Among them, the memory 120 includes internal memory 121 and external memory 122. The internal memory 121 here is also called internal memory, which is used to temporarily store the calculation data in the processor 110 and the data exchanged with the external memory 122 such as a hard disk. The processor 110 exchanges data with the external memory 122 through the internal memory 121.

[0081] The memory 120 can be, but is not limited to, a random access memory (RAM), a read only memory (ROM), a programmable read-only memory (PROM), an erasable programmable read-only memory (EPROM), an electrically erasable read-only memory (EEPROM), etc.

[0082] The processor 110 may be an integrated circuit chip with signal processing capabilities. The above-mentioned processor may be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it may also be a digital signal processor (DSP), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA) or other programmable logic devices, discrete gates or transistor logic devices, discrete hardware components. The various methods, steps and logic block diagrams disclosed in the embodiments of the present invention may be implemented or executed. The general-purpose processor may be a microprocessor or the processor may also be any conventional processor, etc.

[0083] It is to be understood that the structure illustrated in the embodiment of the present application does not constitute a specific limitation on the electronic device 100. In other embodiments of the present application, the electronic device 100 may include more or fewer components than shown in the figure, or combine some components, or split some components, or arrange the components differently. The components shown in the figure may be implemented in hardware, software, or a combination of software and hardware.

[0084] In the embodiment of the present application, the memory 120 is specifically used to store the application program code for executing the solution of the present application, and is controlled to be executed by the processor 110. That is, when the control device 100 for regional industrial upgrading is running, the processor 110 communicates with the memory 120 through the bus 140, so that the processor 110 reads the computer instructions stored in the memory 120 to perform the following operations:

[0085] Obtaining the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region;

[0086] Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate target values ​​for the industry and the first region; when the target value is 0, it indicates that the industry corresponding to the target value is the first type of industry, and when the target value is 1, it indicates that the industry corresponding to the target value is the second type of industry;

[0087] Based on the target value, determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and based on the RCA index of each industry of each second region, determine the industrial technology complexity of each first type industry of each first region; the industrial technology complexity is used to characterize the production technology content of the industry;

[0088] For each first-type industry in each first region, a target upgrade strategy for the first-type industry in the first region to which it belongs is generated based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0089] The above solution will be described below in conjunction with specific implementation methods.

[0090] In the embodiment of the present disclosure, the range of the second area is larger than the range of the first area.

[0091] Here, each second region includes all the first regions, and optionally, the first region may be at the city level, and the second region may be at the country level. For example, each first region is city a, city b, city c, etc., and each second region is country A, country B, country C, etc.

[0092] In some possible implementations, the RCA index of each industry in each first region is determined by the following steps:

[0093] Obtain industry transaction information for each first region;

[0094] Based on the industrial transaction information of each first region, an RCA index of each industry in each first region is determined.

[0095] The industry transaction information may include transaction data of each industry in the first region within a preset period of time. For example, the industry transaction information may include the export trade volume of each industry in the first region in the past year.

[0096] Here, in the disclosed embodiment, export trade volume is used as transaction data instead of import trade volume, so that only the generation and manufacturing capacity of the first region itself can be considered, which helps to improve the rationality and usability of determining the RCA index of each industry in each first region and the subsequent determination of the industry type.

[0097] For each industry in each first region, the sum of the transaction data corresponding to all industries in the first region to which the industry belongs can be determined, and the sum of the transaction data corresponding to the industry in all first regions can be determined, and the sum of the transaction data corresponding to all industries in all first regions can be determined; then a first ratio between the transaction data corresponding to the industry in the first region to which it belongs and the sum of the transaction data corresponding to all industries in the first region to which the industry belongs can be determined, and a second ratio between the sum of the transaction data corresponding to the industry in all first regions and the sum of the transaction data corresponding to all industries in all first regions can be determined; a third ratio between the first ratio and the second ratio is determined as the RCA index of the industry in the first region to which it belongs.

[0098] Here, the all first regions are multiple first regions including the first region, and the all industries are multiple first industries including the industry.

[0099] Exemplarily, the RCA index of industry i in the first region c is determined as shown in the following formula (1):

[0100]

[0101] Among them, RCA c,i represents the RCA index of industry i in the first region c, x c,i represents the transaction data corresponding to industry i in the first region c, ∑ i x c,i represents the sum of transaction data corresponding to all industries in the first region c, ∑ c xc,i represents the sum of the transaction data corresponding to the industry in all the first regions, ∑ c,i x c,i Represents the sum of transaction data corresponding to all industries in the first region.

[0102] In this way, through the industrial transaction information of each first region, the RCA index of each industry in each first region can be obtained quickly and accurately, which helps to improve the efficiency of regulation.

[0103] The method for determining the RCA index of each industry in each second region is similar to the method for determining the RCA index of each industry in each first region. The specific steps can be referred to the above embodiment and will not be described in detail here.

[0104] After determining the RCA index of each industry in each first region, the first type of industry and the second type of industry in each first region can be determined based on the RCA index of each industry in each first region. Specifically, when the RCA index is greater than or equal to the first preset RCA index, the industry is determined to be the second type of industry in the first region; when the RCA index is less than the first preset RCA index, the industry is determined to be the first type of industry in the first region.

[0105] The first preset RCA index may be determined according to the actual regional industry type classification requirements, and is not specifically limited here. For example, the first preset RCA index may be 1.

[0106] In this way, by comparing the RCA index with the first preset RCA index, the industry type of each industry in each first region can be quickly determined, greatly improving data processing efficiency.

[0107] Optionally, after determining the first type of industry and the second type of industry of each first region, a first type of industry library and a second type of industry library may be constructed for each first region, wherein the first type of industry library includes each first type of industry in the first region, and the second type of industry library includes each second type of industry in the first region.

[0108] After determining the first type of industry and the second type of industry in each first region, target values ​​for the industry and the first region may be generated based on the industry type of each industry and the first region in which it is located.

[0109] Exemplarily, the target value is determined as shown in the following formula (2):

[0110]

[0111] Among them, Adv c,irepresents the target value for industry i and first region c, RCA c,i represents the RCA index of industry i in the first region c. Here, the first preset RCA index is 1 as an example. c,i ≥1, the corresponding target value Adv c,i 1, at RCA c,i <1, the corresponding target value Adv c,i is 0.

[0112] It can be understood that for any industry, when the industry is a first-type industry in the first region, the target value corresponding to the industry in the first region is 0; when the industry is a second-type industry in the first region, the target value corresponding to the industry in the first region is 1.

[0113] In some possible implementations, determining the industrial technology association between each first type industry in each first region and the second type industry in each first region based on the target value includes:

[0114] For each industry in each first region, a plurality of industry combinations are obtained by dividing the industries in each first region, wherein the industry combinations include any two industries in the industries in each first region;

[0115] For each of the industry combinations, determining the proximity between the two industries included in the industry combination, wherein the proximity is used to indicate the co-occurrence probability of the two industries being industries of the second type in the same first region at the same time;

[0116] Based on the proximity corresponding to each of the industrial combinations and the target value, the industrial technology correlation between each of the first type industries in each of the first regions and the second type industries in each of the first regions is determined.

[0117] In the above steps, the industries in each first region can be arbitrarily combined in pairs to obtain multiple industry combinations, and the proximity corresponding to each industry combination can be determined. Then, the industrial technology correlation between each first type industry in each first region and the second type industry in each first region can be determined based on the proximity.

[0118] Among them, for each first-type industry in each first region, the industrial technology correlation degree corresponding to the first-type industry is the technology correlation density between the first-type industry and the second-type industry library of the first city where the first-type industry is located.

[0119] In this way, based on the co-occurrence probability of two industries included in each industrial combination being second-type industries in the same first region, the industrial-technological correlation between each first-type industry in each first region and each second-type industry in each first region is determined, fully considering the possibility of development promotion between various industries, which helps to ensure the comprehensiveness and accuracy of the determined industrial-technological correlation.

[0120] In the example of the present disclosure, the two industries included in the industrial combination are referred to as the first industry and the second industry.

[0121] In some possible implementations, determining the proximity between the two industries included in the industry combination includes:

[0122] Based on the first industry and the second industry included in the industry combination, a first conditional probability and a second conditional probability are determined, wherein the first conditional probability is used to indicate the probability of the first industry being the second type of industry in the target first region under the condition that the second industry is the second type of industry in the target first region, and the second conditional probability is used to indicate the probability of the second industry being the second type of industry in the target first region under the condition that the first industry is the second type of industry in the target first region;

[0123] The smaller value between the first conditional probability and the second conditional probability is determined as the proximity between the two industries included in the industry combination.

[0124] Here, the target first area is any first area among multiple first areas.

[0125] Here, the proximity is determined as shown in the following formula (3):

[0126]

[0127] in, represents the proximity between industry i and industry j in the industry combination, P(Adv r,i =1|Adv r,j =1) represents the probability that industry i is the second type industry of the target first region r, when industry j is the second type industry of the target first region r, P(Adv r,j =1|Adv r,i =1) represents the probability that industry j is the second type industry of the target first region r, under the condition that industry i is the second type industry of the target first region r.

[0128] In this way, by determining the probability of the first industry being the second type of industry in the target first area under the condition that the second industry is the second type of industry in the target first area, and the probability of the second industry being the second type of industry in the target first area under the condition that the first industry is the second type of industry in the target first area, the proximity between the first industry and the second industry can be obtained quickly and accurately, thereby effectively improving the efficiency of regulation.

[0129] In some possible implementations, the industry combination includes a primary industry and a secondary industry; and determining the industrial technology association between each first type industry of each first region and the second type industry of each first region based on the proximity corresponding to each of the industry combinations and the target value includes:

[0130] Determine the industrial technology correlation between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions;

[0131] The industrial-technological correlation between each first industry corresponding to the first type of industry in each first region and the second type of industry in each first region is determined as the industrial-technological correlation between each first type industry in each first region and the second type of industry in each first region.

[0132] In the above steps, combined with the proximity corresponding to each industrial combination and the target value corresponding to the second industry in each first area, the industrial technology correlation between each first industry and the second type industry library in each first area where the first industry is located can be determined, and then the first industries that are first type industries are screened out to obtain the industrial technology correlation density corresponding to the first type industries. In the above process, the driving force of the second type industry on the development of other industries is fully considered, which helps to improve the rationality and reliability of determining the industrial technology correlation.

[0133] When determining the industrial-technical correlation between each first industry and the second-type industry of each first region based on the proximities corresponding to each industrial combination and the target value corresponding to the second industry in each first region, specifically, the target value corresponding to the second industry in each first region can be used as a weight to perform weighted summation on the proximities corresponding to each industrial combination to obtain the sum of the proximities between each first industry and the second-type industry of each first region; sum the proximities corresponding to each industrial combination to obtain the sum of the proximities corresponding to each industrial combination; and obtain the industrial-technical correlation between each first industry and the second-type industry of each first region based on the ratio of the sum of the proximities between each first industry and the second-type industry of each first region to the sum of the proximities corresponding to each industrial combination.

[0134] In the above steps, when the second industry is a first-type industry in the first region, the target value corresponding to the second industry in the first region is 0, and when the second industry is a second-type industry in the first region, the target value corresponding to the second industry in the first region is 1. Therefore, after using the target value corresponding to the second industry in each first region as a weight and performing weighted summation on the proximities corresponding to each of the industry combinations, the proximity between the first industry and the second industry that is the first-type industry in the first region will not be retained, and the proximity between the first industry and the second industry that is the second-type industry in the first region will be retained, thereby obtaining the sum of the proximities between each first industry and the second-type industry in each first region.

[0135] Here, the determination method of the industrial technology correlation is shown in the following formula (4):

[0136]

[0137] Among them, Density c,m represents the industrial technology correlation between the primary industry m and the second type of industry in the first region c, n represents the secondary industry of the second type of industry, Adv c,n represents the target value of the secondary industry n in the first region c, represents the sum of the proximity between each primary industry and the second type industry of each first region, Represents the sum of the proximity corresponding to each of the industry combinations.

[0138] In this way, by using the target value corresponding to the second industry in each of the first regions as the weight, the proximities corresponding to each industry combination are weighted summed up, so that only the sum of the proximities between each first industry and the second type of industry in each first region is retained, and then the value is divided by the sum of the proximities corresponding to each of the industry combinations, which helps to ensure the accuracy of the determined industrial technology correlation.

[0139] Continuing with the above example, when the first industry m is a first-type industry, the industrial technology correlation corresponding to the first industry m is screened out, that is, the industrial technology correlation between the first industry and the second-type industry of each first region is obtained.

[0140] In some possible implementations, determining the industrial technology complexity of each first-type industry in each first region based on the RCA index of each industry in each second region includes:

[0141] Based on the RCA index of each industry in each second region, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry are iteratively processed until the iterative result meets the preset conditions, thereby obtaining the industrial technology complexity of each first type industry in each first region.

[0142] In practical applications, the industrial technology complexity of an industry is inversely proportional to the number of second regions that export the industry, and the regional industrial complexity of a second region is proportional to the sum of the industries exported by the second region. Therefore, in this embodiment, the regional technical complexity of each second region is coupled with the industrial technical complexity of each industry, and the iterative processing is performed together to ensure the comprehensiveness and accuracy of the iterative results.

[0143] Among them, the regional technological complexity is used to characterize the strength of the second region's ability to develop the second type of industry.

[0144] Here, the iteration result includes the regional technology complexity of each second region and the industrial technology complexity of each industry after this iteration. If the iteration result meets the preset conditions, the industrial technology complexity of each first type industry of each first region can be extracted from the iteration result.

[0145] In this step, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry can be iteratively processed based on the RCA index of each industry in each second region through a target algorithm, and the target algorithm can be determined according to the actual needs of the industrial technology complexity.

[0146] Optionally, a nonlinear iterative algorithm may be used for iterative processing. In this case, the preset condition is that the iterative result converges to a stable state. The convergence to a stable state means that the deviation between the current iterative result and the previous iterative result is less than a preset threshold.

[0147] Exemplarily, the iterative processing method is shown in the following formula (5):

[0148]

[0149] Among them, Adv C,p represents the target value for industry p and the second region C, represents the industrial technological complexity of industry p after the n-1th iteration, represents the intermediate variable of the regional technical complexity of the second region C during the nth iteration, represents the regional technical complexity of the second region C after the n-1th iteration, represents the intermediate variable of the industrial technological complexity of industry p in the nth iteration process, represents the regional technical complexity of the second region C after the nth iteration, Iteration parameter representing the technical complexity of the region, represents the industrial technological complexity of industry p after the nth iteration, An iterative parameter representing the technological complexity of an industry.

[0150] Here, the iteration parameters of regional technological complexity are used to standardize the intermediate variables of the regional technological complexity of the second region C during the nth iteration, and obtain the regional technological complexity of the second region C after the nth iteration; the iteration parameters of industrial technological complexity are used to standardize the intermediate variables of the industrial technological complexity of industry p during the nth iteration, and obtain the industrial technological complexity of industry p after the nth iteration.

[0151] When performing iterative processing, set the initial condition to the preset regional technical complexity Pre-set industry technology complexity Then, the above formula (5) is used for iterative processing until the iterative result meets the preset conditions, and the industrial technology complexity of each first type industry in each first region is extracted from the iterative result.

[0152] The method for determining the target values ​​for the industry and the second region is similar to the method for determining the target values ​​for the industry and the first region, and will not be repeated here.

[0153] In this way, through iterative processing and taking full account of the industrial technological complexity of each industry itself and the regional technological complexity of the second region where the industry is located, since the fewer the number of second-type industries in the second region, the higher the scarcity of the industry, the greater the number of second-type industries in the second region, and the higher the export diversity of the second region, the industrial technological complexity of each first-type industry in the first region is comprehensively determined, which helps to improve the accuracy and reliability of the obtained industrial technological complexity.

[0154] In some possible implementations, for each first type industry in each first region, generating a target upgrade strategy for the first type industry in the first region based on the RCA index of the first type industry, the industry technology complexity and the corresponding industry technology correlation, includes:

[0155] For each first type of industry in each first region, the RCA index of the first type of industry is compared with a second preset RCA index to obtain an RCA index comparison result of the first type of industry; and the industrial technology complexity of the first type of industry is compared with the technical complexity of the target industry to obtain a complexity comparison result of the first type of industry; and the industrial technology correlation corresponding to the first type of industry is compared with the technical correlation of the target industry to obtain a correlation comparison result of the first type of industry;

[0156] Determine a target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry;

[0157] Based on the regional scale of the first region, the target mapping relationship and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined, and the target mapping relationship is used to indicate the mapping relationship between the regional scale and the industrial development timing.

[0158] The second preset RCA index is less than the first preset RCA index, and the second preset RCA index can be determined according to the actual regional industry type classification needs, and is not specifically limited here. For example, the second preset RCA index can be 0.5.

[0159] Here, each preset industrial development strategy includes the supporting information and importance of industrial upgrading under the corresponding RCA index comparison results, complexity comparison results and correlation comparison results.

[0160] The target mapping relationship includes the industrial development sequence corresponding to the first region of each regional scale, and specifically, the target mapping relationship includes time priority information for upgrading each first type of industry corresponding to the first region of different regional scales. Based on the regional scale of the first region and the target mapping relationship, the industrial development sequence of the first region can be determined, and based on the target industrial development strategy of the first type of industry and the industrial development sequence of the first region to which the first type of industry belongs, the target upgrade strategy can be determined.

[0161] In this way, for each first-type industry in each first region, the target industrial development strategy of the first-type industry is selected from a variety of preset industrial development strategies based on the RCA index comparison results, complexity comparison results and correlation comparison results of the first-type industry, and then combined with the regional scale of the first region, the target upgrade strategy of the first-type industry in its first region is determined, fully taking into account the development status and application prospects of the first-type industry, as well as the driving force and direction of regional development, so that industrial development can be flexibly and intelligently regulated, which helps to improve the applicability and reliability of regional industrial upgrading.

[0162] The target industry technology complexity may be a threshold value pre-set in combination with the needs of regional industrial upgrading, or may be obtained in a targeted manner based on the industrial technology complexity of each of the first-type industries.

[0163] Accordingly, in some possible implementations, the target industry technology complexity is determined by the following steps:

[0164] The industrial technological complexity of each of the first-type industries is sorted to obtain a sorting result, and the technological complexity of the target industry is determined based on the sorting result and preset rules.

[0165] Among them, the preset rules can be determined according to the needs of regional industrial upgrading and regulation, and are not specifically limited here. For example, it can be the top preset percentage in the sorting results, such as the top 30%, or the top preset number in the sorting results, such as the top 5, etc.

[0166] In this way, the technological complexity of the target industry can be determined in a targeted manner based on the technological complexity of each of the first-type industries, which helps to improve the rationality and effectiveness of the technological complexity of the target industry.

[0167] Here, the method for determining the target industry technology relevance is similar to the method for determining the target industry technology complexity. The specific description can refer to the above embodiment and will not be repeated here.

[0168] In some possible implementations, the plurality of preset industrial development strategies include three strategy types, and the importance of the first strategy type, the second strategy type, and the third strategy type decreases in sequence;

[0169] Determining the target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry includes:

[0170] When the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, determining that the target industry development strategy of the first type of industry belongs to the first strategy type;

[0171] In the case where the complexity comparison result indicates that the technology complexity of the industry is less than the technology complexity of the target industry, if the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index and / or the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type;

[0172] When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, if the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technological correlation is less than the target industry technological correlation, it is determined that the target industry development strategy of the first type of industry belongs to the third strategy type.

[0173] It can be understood that when the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, the first type of industry has a good application prospect, and accordingly, the preset industry development strategy under the first strategy type is focused on development.

[0174] When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, the application prospect of the first type of industry is poor; when the RCA index and / or the industry-technology correlation is high, the preset industry development strategy under the second strategy type is conditional development; when the RCA index and the industry-technology correlation are both low, the preset industry development strategy under the third strategy type is not recommended for development.

[0175] In this way, the importance of the industrial development strategy of the first type of industry can be determined based on the complexity comparison results, which will help to carry out regional industrial upgrading and regulation more intelligently.

[0176] Here, you can also refer to Figure 2 , is a schematic diagram of the division of a first type of industry provided by an embodiment of the present disclosure. Figure 2 As shown in , it is a three-dimensional coordinate system, which consists of three mutually perpendicular coordinate axes: A axis, B axis and C axis. These three coordinate axes intersect at point O (i.e., the origin), dividing the space into eight quadrants. In this example, the A axis represents the RCA index, and the OA direction is the positive direction of the A axis, indicating that the RCA index is greater than or equal to the second preset RCA index; the B axis represents the industrial technology complexity, and the OB direction is the positive direction of the B axis, indicating that the industrial technology complexity is greater than or equal to the target industrial technology complexity; the C axis represents the industrial technology correlation, and the OC direction is the positive direction of the C axis, indicating that the industrial technology correlation is greater than or equal to the target industrial technology correlation.

[0177] Combination Figure 2 It can be seen that hexagrams 1, 2, 3, and 4 indicate that the target industry development strategy belongs to the first type of industry under the first strategy type, hexagrams 5, 6, and 7 indicate that the target industry development strategy belongs to the first type of industry under the second strategy type, and hexagram 8 indicates that the target industry development strategy belongs to the first type of industry under the third strategy type.

[0178] In some possible implementations, when it is determined that the target industry development strategy of the first type of industry belongs to the first strategy type, the processor is further configured to execute:

[0179] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the first preset industry development strategy, and the first preset industry development strategy is to develop based on the second type of industry in the first region;

[0180] See again Figure 2 The first type of industry that adopts the first preset industrial development strategy corresponds to hexagram 1. This first type of industry has a good application prospect, is strongly driven by the region and has a good current development foundation. Therefore, it can rely on the second type of industry in the first region to expand the production scope and focus on developing this industry in a path-dependent manner.

[0181] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the second preset industry development strategy, and the second preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the second preset industry development strategy is lower than that of the first preset industry development strategy.

[0182] See again Figure 2 The first type of industry that adopts the second preset industrial development strategy corresponds to hexagram 2. This first type of industry has a good application prospect and is strongly driven by the region, but its current development foundation is insufficient. It can rely on the second type of industry in the first region and focus on developing this industry in a path-dependent manner. Its development priority is lower than the first type of industry represented by hexagram 1.

[0183] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the third preset industry development strategy, and the third preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

[0184] See again Figure 2 The first type of industry that adopts the third preset industrial development strategy corresponds to hexagram 3. This first type of industry has good application prospects and a good current development foundation, but is not driven enough by the region. New knowledge can be introduced from other first regions (such as geographically adjacent surrounding regions) where the industry is deployed and the industry is a second type of industry in the region, so as to develop the industry in a path breakthrough manner.

[0185] When the RCA index comparison result indicates that the RCA index is smaller than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is smaller than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the fourth preset industry development strategy, and the fourth preset industry development strategy is to develop based on other first regions where the first type of industry is deployed; the development priority of the fourth preset industry development strategy is lower than that of the third preset industry development strategy.

[0186] See again Figure 2The first type of industry that adopts the fourth preset industrial development strategy corresponds to hexagram 4. This first type of industry has good application prospects, but is not driven enough by the region and has insufficient current development foundation. New knowledge can be introduced from other first regions (such as geographically adjacent surrounding regions) where the industry is deployed and the industry is a second type of industry in the region, and the industry can be developed in a path breakthrough manner. Its development priority is lower than that of the first type of industry represented by hexagram 3.

[0187] In some possible implementations, when it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type, the processor is further configured to execute:

[0188] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the fifth preset industry development strategy, and the fifth preset industry development strategy is to develop based on the second type of industry in the first region.

[0189] See again Figure 2 The first type of industry that adopts the fifth preset industrial development strategy corresponds to hexagram 5. The application prospect of this first type of industry is poor, but it is strongly driven by the region and has a good current development foundation. It can rely on the second type of industry in the first region for development. Although the importance of the development of this industry is not the highest, it can be guided to develop when conditions are met.

[0190] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the sixth preset industry development strategy, and the sixth preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the sixth preset industry development strategy is lower than the fifth preset industry development strategy.

[0191] See again Figure 2 The first type of industry that adopts the sixth preset industrial development strategy corresponds to hexagram 6. The application prospect of this first type of industry is poor, and the current development foundation is weak, but it is strongly driven by the region and can rely on the second type of industry in the first region for development. Although the development of this industry is not the most important, it can be guided to develop when conditions are met, and its development priority is lower than that of the first type of industry represented by hexagram 5.

[0192] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the seventh preset industry development strategy, and the seventh preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

[0193] See again Figure 2 The first type of industry that adopts the seventh preset industrial development strategy corresponds to hexagram 7. The application prospect of this first type of industry is poor, and the driving force of the region is insufficient, but the current development foundation is good. New knowledge can be introduced from other first regions (such as geographically adjacent surrounding areas) where this industry is deployed and this industry is a second type of industry in the region for development. Although the importance of the development of this industry is not the highest, it can be guided to develop when conditions are met.

[0194] In some possible implementations, when it is determined that the target industry development strategy for the first type of industry belongs to the third strategy type, the target industry development strategy for the first type of industry is determined to be the eighth preset industry development strategy, and the eighth preset industry development strategy is not recommended for development.

[0195] See again Figure 2 The first type of industry that adopts the eighth preset industrial development strategy corresponds to hexagram 8. The application prospects of this first type of industry are poor, the driving force of the region is insufficient, and the current development foundation is weak. It can be developed in the long term, and the industry can be upgraded in the region or introduced from other first regions to achieve regional coordinated development.

[0196] Next, the target mapping relationship is described. In the embodiment of the present disclosure, the regional scale is divided into large scale, medium scale and small scale.

[0197] For the large-scale first region, its innovation ability is strong, and it needs to pay more attention to the technological content of the industry. Therefore, the direction of industrial development should first focus on the first type of industry with higher industrial technology complexity, and then comprehensively consider the industrial technology correlation and RCA index of the first type of industry. Therefore, the industrial development sequence of the large-scale first region can include: the development of the first type of industry adopting the first preset industrial development strategy in the near term; the development of the first type of industry adopting the second preset industrial development strategy, the first type of industry adopting the third preset industrial development strategy, the first type of industry adopting the fourth preset industrial development strategy, and the first type of industry adopting the fifth preset industrial development strategy in the medium term; the development of the first type of industry type industry adopting the sixth preset industrial development strategy in the long term; it is not recommended to develop the first type of industry adopting the seventh preset industrial development strategy and the first type of industry adopting the eighth preset industrial development strategy.

[0198] For medium-sized first regions, their innovation capabilities are not as good as those of large-scale first regions. They can introduce related knowledge through cooperation with other first regions, promote industrial diversification, and achieve path breakthroughs. Therefore, the requirements for the industrial technology correlation of the first type of industry are not strict. Therefore, the industrial development sequence of medium-sized first regions can include: short-term development of first-type industries that adopt the first preset industrial development strategy and first-type industries that adopt the third preset industrial development strategy; medium-term development of first-type industries that adopt the second preset industrial development strategy, first-type industries that adopt the fourth preset industrial development strategy, and first-type industries that adopt the fifth preset industrial development strategy; long-term development of first-type industries that adopt the seventh preset industrial development strategy; it is not recommended to develop first-type industries that adopt the sixth preset industrial development strategy and first-type industries that adopt the eighth preset industrial development strategy.

[0199] For the small-scale first region, its innovation ability is insufficient, its industrial foundation is weak, and there is a lack of cooperation opportunities with other first regions. Therefore, the industrial development should be based on high feasibility as the primary principle, and the RCA index and industrial technology correlation of the first type of industry should be focused on. Therefore, the industrial development sequence of the small-scale first region can include: short-term development of the first type of industry adopting the first preset industrial development strategy; medium-term development of the first type of industry adopting the fifth preset industrial development strategy, the first type of industry adopting the second preset industrial development strategy, the first type of industry adopting the third preset industrial development strategy, and the first type of industry adopting the fourth preset industrial development strategy; long-term development of the first type of industry adopting the seventh preset industrial development strategy; it is not recommended to develop the first type of industry adopting the sixth preset industrial development strategy and the first type of industry adopting the eighth preset industrial development strategy.

[0200] In order to clearly demonstrate the regulatory process of regional industrial upgrading, you can also refer to Figure 3 , is a schematic diagram of a regulation process of regional industrial upgrading provided by an embodiment of the present disclosure. Figure 3 As shown in , the first type of industry and the second type of industry in each first region can be determined based on the RCA index of each industry in each first region; then, based on the RCA index comparison result, the complexity comparison result and the correlation comparison result of the first type of industry, the target industry development strategy of the first type of industry is determined from a variety of preset industry development strategies; and then based on the regional scale of the first region, the mapping relationship between the regional scale and the industrial development sequence, and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined. Wherein, the description of the specific steps refers to the aforementioned embodiments, which will not be repeated here.

[0201] The control device for regional industrial upgrading provided by the disclosed embodiment distinguishes the first type industries that need to be upgraded and the second type industries that do not need to be upgraded in each first region through the explicit comparative advantage RCA index of each industry in the first region, and generates target values ​​for the industry and the first region based on this, and then determines the industrial technology correlation between each first type industry in each first region and the second type industry in each region based on the target value, and determines the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region, and then for each first type industry in each first region, based on the RCA index, industrial technology complexity and corresponding industrial technology correlation of the first type industry, and combined with the regional scale of the first region, generates a target upgrade strategy for the first type industry in the first region to which it belongs. In this way, when regulating the regional industrial upgrading, starting from the RCA index and industrial technology complexity of the first type industry itself, and combining the industrial technology correlation between the first type industry and the second type industry and the regional scale of the first region, the development status and application prospects of the first type industry, as well as the driving force and regional development direction of the region are fully considered, so that the industrial development can be flexibly regulated automatically, which is helpful to improve the applicability and reliability of regional industrial upgrading.

[0202] Furthermore, through the embodiments disclosed herein, regional industrial upgrading regulation and control can be carried out scientifically and quantitatively, which has important theoretical and practical significance for breaking through development bottlenecks in the region, formulating targeted industrial development, and guiding regional talent introduction and planning.

[0203] The embodiment of the present disclosure also provides a method for regulating and controlling regional industrial upgrading. The method for regulating and controlling regional industrial upgrading provided by the embodiment of the present disclosure is described in detail below. The execution subject of the method for regulating and controlling regional industrial upgrading provided by the embodiment of the present disclosure is generally the above-mentioned regulating and controlling device for regional industrial upgrading. The regulating and controlling device for regional industrial upgrading can be a terminal device or other processing device. The terminal device can be a mobile device, a terminal, a computing device, etc. Other processing devices can be devices including a processor and a memory, which are not limited here.

[0204] See also Figure 4 As shown, it is a flow chart of a method for regulating and controlling regional industrial upgrading provided by an embodiment of the present disclosure, such as Figure 4 As shown in , the method for regulating and controlling regional industrial upgrading provided by the embodiment of the present disclosure includes steps S401 to S404, wherein:

[0205] S401: Obtain the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, where the scope of the second region is larger than that of the first region.

[0206] In an optional implementation manner, the RCA index of each industry in each first region is determined by the following steps:

[0207] Obtain industry transaction information for each first region;

[0208] Based on the industrial transaction information of each first region, an RCA index of each industry in each first region is determined.

[0209] S402: Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and, based on the industry type of each industry and the first region where it is located, generate target values ​​for the industry and the first region; when the target value is 0, the industry corresponding to the target value is the first type of industry, and when the target value is 1, the industry corresponding to the target value is the second type of industry.

[0210] In an optional implementation manner, determining the first type of industry and the second type of industry in each first region based on the RCA index of each industry in each first region includes:

[0211] When the RCA index is greater than or equal to a first preset RCA index, determining that the industry is a second type of industry in the first region;

[0212] When the RCA index is less than the first preset RCA index, the industry is determined to be a first type of industry in the first region.

[0213] S403: Based on the target value, determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and, based on the RCA index of each industry of each second region, determine the industrial technology complexity of each first type industry of each first region; the industrial technology complexity is used to characterize the production technology content of the industry.

[0214] In an optional implementation, determining the industrial technology correlation between each first type industry in each first region and the second type industry in each first region based on the target value includes:

[0215] For each industry in each first region, a plurality of industry combinations are obtained by dividing the industries in each first region, wherein the industry combinations include any two industries in the industries in each first region;

[0216] For each of the industry combinations, determining the proximity between the two industries included in the industry combination, wherein the proximity is used to indicate the co-occurrence probability of the two industries being industries of the second type in the same first region at the same time;

[0217] Based on the proximity corresponding to each of the industrial combinations and the target value, the industrial technology correlation between each of the first type industries in each of the first regions and the second type industries in each of the first regions is determined.

[0218] In an optional implementation manner, the industry combination includes a first industry and a second industry; and determining the proximity between the two industries included in the industry combination includes:

[0219] Based on the first industry and the second industry included in the industry combination, a first conditional probability and a second conditional probability are determined, wherein the first conditional probability is used to indicate the probability of the first industry being the second type of industry in the target first region under the condition that the second industry is the second type of industry in the target first region, and the second conditional probability is used to indicate the probability of the second industry being the second type of industry in the target first region under the condition that the first industry is the second type of industry in the target first region;

[0220] The smaller value between the first conditional probability and the second conditional probability is determined as the proximity between the two industries included in the industry combination.

[0221] In an optional implementation, the industry combination includes a primary industry and a secondary industry; and determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the proximity corresponding to each of the industry combinations and the target value includes:

[0222] Determine the industrial technology correlation between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions;

[0223] The industrial-technological correlation between each first industry corresponding to the first type of industry in each first region and the second type of industry in each first region is determined as the industrial-technological correlation between each first type industry in each first region and the second type of industry in each first region.

[0224] In an optional implementation, determining the industrial technology association between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each first region includes:

[0225] Taking the target value corresponding to the second industry in each first region as the weight, weighted summing is performed on the proximities corresponding to each combination of the industry, so as to obtain the sum of the proximities between each first industry and the second type industry in each first region;

[0226] Sum the proximities corresponding to the various industry combinations to obtain the sum of the proximities corresponding to the various industry combinations;

[0227] Based on the sum of the proximities between each of the first industries and the second type of industry in each of the first regions and the ratio of the sum of the proximities corresponding to each of the industrial combinations, the industrial technology correlation between each of the first industries and the second type of industry in each of the first regions is obtained.

[0228] In an optional implementation manner, determining the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region includes:

[0229] Based on the RCA index of each industry in each second region, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry are iteratively processed until the iterative result meets the preset conditions, thereby obtaining the industrial technology complexity of each first type industry in each first region.

[0230] S404: For each first-type industry in each first region, based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region, generate a target upgrade strategy for the first-type industry in the first region to which it belongs; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0231] In an optional implementation manner, for each first type industry in each first region, based on the RCA index of the first type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region, generating a target upgrade strategy for the first type industry in the first region to which it belongs, includes:

[0232] For each first type of industry in each first region, the RCA index of the first type of industry is compared with a second preset RCA index to obtain an RCA index comparison result of the first type of industry; and the industrial technology complexity of the first type of industry is compared with the technical complexity of the target industry to obtain a complexity comparison result of the first type of industry; and the industrial technology correlation corresponding to the first type of industry is compared with the technical correlation of the target industry to obtain a correlation comparison result of the first type of industry;

[0233] Determine a target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry;

[0234] Based on the regional scale of the first region, the target mapping relationship and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined, and the target mapping relationship is used to indicate the mapping relationship between the regional scale and the industrial development timing.

[0235] In an optional implementation manner, the target industry technology complexity is determined by the following steps:

[0236] The industrial technological complexity of each of the first-type industries is sorted to obtain a sorting result, and the technological complexity of the target industry is determined based on the sorting result and preset rules.

[0237] In an optional implementation manner, the plurality of preset industrial development strategies include three strategy types, and the importance of the first strategy type, the second strategy type and the third strategy type decreases in sequence;

[0238] Determining the target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry includes:

[0239] When the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, determining that the target industry development strategy of the first type of industry belongs to the first strategy type;

[0240] In the case where the complexity comparison result indicates that the technology complexity of the industry is less than the technology complexity of the target industry, if the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index and / or the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type;

[0241] When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, if the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technological correlation is less than the target industry technological correlation, it is determined that the target industry development strategy of the first type of industry belongs to the third strategy type.

[0242] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the first strategy type, the method further includes:

[0243] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the first preset industry development strategy, and the first preset industry development strategy is to develop based on the second type of industry in the first region;

[0244] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the second preset industry development strategy, and the second preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the second preset industry development strategy is lower than that of the first preset industry development strategy;

[0245] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, determining that the target industry development strategy for the first type of industry is a third preset industry development strategy, and the third preset industry development strategy is to develop by relying on other first regions where the first type of industry is deployed;

[0246] When the RCA index comparison result indicates that the RCA index is smaller than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is smaller than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the fourth preset industry development strategy, and the fourth preset industry development strategy is to develop based on other first regions where the first type of industry is deployed; the development priority of the fourth preset industry development strategy is lower than that of the third preset industry development strategy.

[0247] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type, the method further includes:

[0248] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, determine that the target industry development strategy for the first type of industry is the fifth preset industry development strategy, and the fifth preset industry development strategy is to develop based on the second type of industry in the first region;

[0249] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the sixth preset industry development strategy, and the sixth preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the sixth preset industry development strategy is lower than the fifth preset industry development strategy;

[0250] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the seventh preset industry development strategy, and the seventh preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

[0251] Those skilled in the art will appreciate that, in the above method of specific implementation, the order in which the steps are written does not imply a strict execution order and does not constitute any limitation on the implementation process. The specific execution order of the steps should be determined by their functions and possible internal logic.

[0252] It should be noted here that the above method provided by the embodiment of the present invention can implement all the steps implemented by the above device embodiment and can achieve the same technical effect. The parts and beneficial effects of the method embodiment that are the same as those of the device embodiment will not be described in detail here.

[0253] Based on the same inventive concept, the embodiments of the present disclosure also provide a control device for regional industrial upgrading corresponding to the control method for regional industrial upgrading. Since the principle of solving the problem by the control device for regional industrial upgrading in the embodiments of the present disclosure is similar to the control method for regional industrial upgrading in the embodiments of the present disclosure, the implementation of the device can refer to the implementation of the method, and the repeated parts will not be repeated.

[0254] See also Figure 5 , Figure 5 A schematic diagram of a control device for regional industrial upgrading provided in an embodiment of the present disclosure.

[0255] like Figure 5 As shown in , the control device 500 for regional industrial upgrading provided by the embodiment of the present disclosure includes:

[0256] The information collection module 510 is used to obtain the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region;

[0257] The regional industry type classification module 520 is used to determine the first type industry and the second type industry of each first region based on the RCA index of each industry in each first region, wherein the first type industry refers to the industry in the first region that needs to be upgraded, and the second type industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate a target value for the industry and the first region; when the target value is 0, the industry corresponding to the target value is characterized as the first type industry, and when the target value is 1, the industry corresponding to the target value is characterized as the second type industry;

[0258] The industrial technology analysis module 530 is used to determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the target value; and determine the industrial technology complexity of each first type industry of each first region based on the RCA index of each industry of each second region; the industrial technology complexity is used to characterize the production technology content of the industry;

[0259] The control module 540 is used to generate, for each first-type industry in each first region, a target upgrade strategy for the first-type industry in the first region to which it belongs based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

[0260] In an optional implementation manner, when the industrial technology analysis module 530 is used to determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the target value, it is specifically used to:

[0261] For each industry in each first region, a plurality of industry combinations are obtained by dividing the industries in each first region, wherein the industry combinations include any two industries in the industries in each first region;

[0262] For each of the industry combinations, determining the proximity between the two industries included in the industry combination, wherein the proximity is used to indicate the co-occurrence probability of the two industries being industries of the second type in the same first region at the same time;

[0263] Based on the proximity corresponding to each of the industrial combinations and the target value, the industrial technology correlation between each of the first type industries in each of the first regions and the second type industries in each of the first regions is determined.

[0264] In an optional implementation, the industry combination includes a primary industry and a secondary industry; when the industry technology analysis module 530 is used to determine the proximity between the two industries included in the industry combination, it is specifically used to:

[0265] Based on the first industry and the second industry included in the industry combination, a first conditional probability and a second conditional probability are determined, wherein the first conditional probability is used to indicate the probability of the first industry being the second type of industry in the target first region under the condition that the second industry is the second type of industry in the target first region, and the second conditional probability is used to indicate the probability of the second industry being the second type of industry in the target first region under the condition that the first industry is the second type of industry in the target first region;

[0266] The smaller value between the first conditional probability and the second conditional probability is determined as the proximity between the two industries included in the industry combination.

[0267] In an optional implementation, the industry combination includes a primary industry and a secondary industry; when the industry technology analysis module 530 is used to determine the industry technology correlation between each first type industry of each first region and the second type industry of each first region based on the proximity corresponding to each industry combination and the target value, it is specifically used to:

[0268] Determine the industrial technology correlation between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions;

[0269] The industrial-technological correlation between each first industry corresponding to the first type of industry in each first region and the second type of industry in each first region is determined as the industrial-technological correlation between each first type industry in each first region and the second type of industry in each first region.

[0270] In an optional implementation manner, the industrial technology analysis module 530, when used to determine the industrial technology correlation between each first industry and the second type industry of each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each first region, is specifically used to:

[0271] Taking the target value corresponding to the second industry in each first region as the weight, weighted summing is performed on the proximities corresponding to each combination of the industry, so as to obtain the sum of the proximities between each first industry and the second type industry in each first region;

[0272] Sum the proximities corresponding to the various industry combinations to obtain the sum of the proximities corresponding to the various industry combinations;

[0273] Based on the sum of the proximities between each of the first industries and the second type of industry in each of the first regions and the ratio of the sum of the proximities corresponding to each of the industrial combinations, the industrial technology correlation between each of the first industries and the second type of industry in each of the first regions is obtained.

[0274] In an optional implementation manner, when the regional industry type classification module 520 is used to determine the first type of industry and the second type of industry in each first region based on the RCA index of each industry in each first region, it is specifically used to:

[0275] When the RCA index is greater than or equal to a first preset RCA index, determining that the industry is a second type of industry in the first region;

[0276] When the RCA index is less than the first preset RCA index, the industry is determined to be a first type of industry in the first region.

[0277] In an optional implementation manner, when the industrial technology analysis module 530 is used to determine the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region, it is specifically used to:

[0278] Based on the RCA index of each industry in each second region, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry are iteratively processed until the iterative result meets the preset conditions, thereby obtaining the industrial technology complexity of each first type industry in each first region.

[0279] In an optional implementation manner, the information collection module 510 is used to determine the RCA index of each industry in each first region through the following steps:

[0280] Obtain industry transaction information for each first region;

[0281] Based on the industrial transaction information of each first region, an RCA index of each industry in each first region is determined.

[0282] In an optional implementation manner, the control module 540 is specifically used to:

[0283] For each first type of industry in each first region, the RCA index of the first type of industry is compared with a second preset RCA index to obtain an RCA index comparison result of the first type of industry; and the industrial technology complexity of the first type of industry is compared with the technical complexity of the target industry to obtain a complexity comparison result of the first type of industry; and the industrial technology correlation corresponding to the first type of industry is compared with the technical correlation of the target industry to obtain a correlation comparison result of the first type of industry;

[0284] Determine a target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry;

[0285] Based on the regional scale of the first region, the target mapping relationship and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined, and the target mapping relationship is used to indicate the mapping relationship between the regional scale and the industrial development timing.

[0286] In an optional implementation manner, the control module 540 is used to determine the technical complexity of the target industry through the following steps:

[0287] The industrial technological complexity of each of the first-type industries is sorted to obtain a sorting result, and the technological complexity of the target industry is determined based on the sorting result and preset rules.

[0288] In an optional implementation manner, the plurality of preset industrial development strategies include three strategy types, and the importance of the first strategy type, the second strategy type and the third strategy type decreases in sequence;

[0289] When the control module 540 is used to determine the target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry, the control module 540 is specifically used to:

[0290] When the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, determining that the target industry development strategy of the first type of industry belongs to the first strategy type;

[0291] In the case where the complexity comparison result indicates that the technology complexity of the industry is less than the technology complexity of the target industry, if the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index and / or the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type;

[0292] When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, if the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technological correlation is less than the target industry technological correlation, it is determined that the target industry development strategy of the first type of industry belongs to the third strategy type.

[0293] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the first strategy type, the control module 540 is further configured to:

[0294] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the first preset industry development strategy, and the first preset industry development strategy is to develop based on the second type of industry in the first region;

[0295] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the second preset industry development strategy, and the second preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the second preset industry development strategy is lower than that of the first preset industry development strategy;

[0296] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, determining that the target industry development strategy for the first type of industry is a third preset industry development strategy, and the third preset industry development strategy is to develop by relying on other first regions where the first type of industry is deployed;

[0297] When the RCA index comparison result indicates that the RCA index is smaller than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is smaller than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the fourth preset industry development strategy, and the fourth preset industry development strategy is to develop based on other first regions where the first type of industry is deployed; the development priority of the fourth preset industry development strategy is lower than that of the third preset industry development strategy.

[0298] In an optional implementation manner, when it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type, the control module 540 is further configured to:

[0299] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, determine that the target industry development strategy for the first type of industry is the fifth preset industry development strategy, and the fifth preset industry development strategy is to develop based on the second type of industry in the first region;

[0300] When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the sixth preset industry development strategy, and the sixth preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the sixth preset industry development strategy is lower than the fifth preset industry development strategy;

[0301] When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the seventh preset industry development strategy, and the seventh preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

[0302] For descriptions of the processing flow of each module in the device and the interaction flow between each module, reference may be made to the relevant descriptions in the above method embodiment, which will not be described in detail here.

[0303] It should be noted here that the above-mentioned device provided in the embodiment of the present disclosure can implement all the steps implemented in the above-mentioned equipment embodiment and can achieve the same technical effects. The parts and beneficial effects in the embodiment of the device that are the same as those in the equipment embodiment will not be described in detail here.

[0304] The present disclosure also provides a computer-readable storage medium, on which a computer program is stored, and when the computer program is executed by a processor, the steps of the method for regulating and controlling regional industrial upgrading described in the above method embodiment are executed. The storage medium may be a volatile or non-volatile computer-readable storage medium.

[0305] The embodiments of the present disclosure also provide a computer program product. When the computer program product is called by a computer, it enables the computer to execute the steps of the method for regulating regional industrial upgrading described in the above method embodiment. For details, please refer to the above method embodiment, which will not be repeated here.

[0306] The computer program product may be implemented in hardware, software or a combination thereof. In one optional embodiment, the computer program product is implemented as a computer storage medium. In another optional embodiment, the computer program product is implemented as a software product, such as a software development kit (SDK).

[0307] Those skilled in the art can clearly understand that, for the convenience and simplicity of description, the specific working process of the above-described equipment and devices can refer to the corresponding process in the aforementioned method embodiment, and will not be repeated here. In the several embodiments provided in the present disclosure, it should be understood that the disclosed equipment, devices and methods can be implemented in other ways. The device embodiments described above are merely schematic. For example, the division of the modules is only a logical function division. There may be other division methods in actual implementation. For example, multiple modules or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some communication interfaces, indirect coupling or communication connection of devices or modules, which can be electrical, mechanical or other forms.

[0308] The modules described as separate components may or may not be physically separated, and the components shown as modules may or may not be physical modules, that is, they may be located in one place or distributed on multiple network modules. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0309] In addition, each functional module in each embodiment of the present disclosure may be integrated into one processing module, or each module may exist physically separately, or two or more modules may be integrated into one module.

[0310] If the functions are implemented in the form of software function modules and sold or used as independent products, they can be stored in a non-volatile computer-readable storage medium that can be executed by a processor. Based on this understanding, the technical solution of the present disclosure, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present disclosure. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a magnetic disk or an optical disk.

[0311] Finally, it should be noted that the above-described embodiments are only specific implementation methods of the present disclosure, which are used to illustrate the technical solutions of the present disclosure, rather than to limit them. The protection scope of the present disclosure is not limited thereto. Although the present disclosure is described in detail with reference to the aforementioned embodiments, ordinary technicians in the field should understand that any technician familiar with the technical field can still modify the technical solutions recorded in the aforementioned embodiments within the technical scope disclosed in the present disclosure, or can easily think of changes, or make equivalent replacements for some of the technical features therein; and these modifications, changes or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present disclosure, and should be included in the protection scope of the present disclosure. Therefore, the protection scope of the present disclosure shall be based on the protection scope of the claims.

Claims

1. A control device for regional industrial upgrading, characterized in that: The system comprises a processor, a memory, and a display, wherein the processor, the memory, and the display are connected via a bus, the memory is used to store computer instructions, and the display is used to display the processing results of the processor, wherein the processing results include the target upgrade strategy generated by the processor; The processor is configured to read the computer instructions stored in the memory to perform the following operations: Obtaining the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region; Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate target values ​​for the industry and the first region; when the target value is 0, it indicates that the industry corresponding to the target value is the first type of industry, and when the target value is 1, it indicates that the industry corresponding to the target value is the second type of industry; Based on the target value, determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and, determining the industrial technology complexity of each first type industry in each first region based on the RCA index of each industry in each second region; The industrial technological complexity is used to characterize the production technology content of the industry; For each first-type industry in each first region, based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region, generate a target upgrade strategy for the first-type industry in the first region to which it belongs; The target upgrade strategy is used to indicate the time priority information and industry reliance information of the first type of industry upgrade.

2. The device according to claim 1, characterized in that The step of determining the industrial technology correlation between each first type industry in each first region and the second type industry in each first region based on the target value includes: For each industry in each first region, a plurality of industry combinations are obtained by dividing the industries in each first region, wherein the industry combinations include any two industries in the industries in each first region; For each of the industry combinations, determining the proximity between the two industries included in the industry combination, wherein the proximity is used to indicate the co-occurrence probability of the two industries being industries of the second type in the same first region at the same time; Based on the proximity corresponding to each of the industrial combinations and the target value, the industrial technology correlation between each of the first type industries in each of the first regions and the second type industries in each of the first regions is determined.

3. The device according to claim 2, characterized in that The industry combination includes a primary industry and a secondary industry; and determining the proximity between the two industries included in the industry combination includes: Based on the first industry and the second industry included in the industry combination, a first conditional probability and a second conditional probability are determined, wherein the first conditional probability is used to indicate the probability of the first industry being the second type of industry in the target first region under the condition that the second industry is the second type of industry in the target first region, and the second conditional probability is used to indicate the probability of the second industry being the second type of industry in the target first region under the condition that the first industry is the second type of industry in the target first region; The smaller value between the first conditional probability and the second conditional probability is determined as the proximity between the two industries included in the industry combination.

4. The device according to claim 2, characterized in that The industrial combination includes a primary industry and a secondary industry; and determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the proximity corresponding to each industrial combination and the target value, comprises: Determine the industrial technology correlation between each first industry and the second type of industry in each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions; The industrial-technological correlation between each first industry corresponding to the first type of industry in each first region and the second type of industry in each first region is determined as the industrial-technological correlation between each first type industry in each first region and the second type of industry in each first region.

5. The device according to claim 4, characterized in that The determining of the industrial technology association between each first industry and the second type industry of each first region based on the proximity corresponding to each of the industrial combinations and the target value corresponding to the second industry in each of the first regions includes: Taking the target value corresponding to the second industry in each first region as the weight, weighted summing is performed on the proximities corresponding to each combination of the industry, so as to obtain the sum of the proximities between each first industry and the second type industry in each first region; Sum the proximities corresponding to the various industry combinations to obtain the sum of the proximities corresponding to the various industry combinations; Based on the sum of the proximities between each of the first industries and the second type of industry in each of the first regions and the ratio of the sum of the proximities corresponding to each of the industrial combinations, the industrial technology correlation between each of the first industries and the second type of industry in each of the first regions is obtained.

6. The device according to claim 1, characterized in that Determining the first type of industry and the second type of industry in each first region based on the RCA index of each industry in each first region includes: When the RCA index is greater than or equal to a first preset RCA index, determining that the industry is a second type of industry in the first region; When the RCA index is less than the first preset RCA index, the industry is determined to be a first type of industry in the first region.

7. The device according to claim 1, characterized in that The determining of the industrial technology complexity of each first-type industry in each first region based on the RCA index of each industry in each second region includes: Based on the RCA index of each industry in each second region, the preset regional technology complexity of each second region and the preset industrial technology complexity of each industry are iteratively processed until the iterative result meets the preset conditions, thereby obtaining the industrial technology complexity of each first type industry in each first region.

8. The device according to claim 1, characterized in that The RCA index of each industry in each first region is determined by the following steps: Obtain industry transaction information for each first region; Based on the industrial transaction information of each first region, an RCA index of each industry in each first region is determined.

9. The device according to claim 1, characterized in that The step of generating, for each first-type industry in each first region, an upgrade strategy for the first-type industry in the first region based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region, includes: For each first type of industry in each first region, the RCA index of the first type of industry is compared with a second preset RCA index to obtain an RCA index comparison result of the first type of industry; and the industrial technology complexity of the first type of industry is compared with the technical complexity of the target industry to obtain a complexity comparison result of the first type of industry; and the industrial technology correlation corresponding to the first type of industry is compared with the technical correlation of the target industry to obtain a correlation comparison result of the first type of industry; Determining a target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry; Based on the regional scale of the first region, the target mapping relationship and the target industry development strategy, the target upgrade strategy of the first type of industry in the first region to which it belongs is determined, and the target mapping relationship is used to indicate the mapping relationship between the regional scale and the industrial development timing.

10. The device according to claim 9, characterized in that The target industry technology complexity is determined by the following steps: The industrial technological complexity of each of the first-type industries is sorted to obtain a sorting result, and the technological complexity of the target industry is determined based on the sorting result and preset rules.

11. The device according to claim 9, characterized in that The plurality of preset industrial development strategies include three strategy types, and the importance of the first strategy type, the second strategy type and the third strategy type decreases in sequence; The determining of the target industry development strategy for the first type of industry from a plurality of preset industry development strategies based on the RCA index comparison result, the complexity comparison result, and the correlation comparison result of the first type of industry includes: When the complexity comparison result indicates that the technical complexity of the industry is greater than or equal to the technical complexity of the target industry, determining that the target industry development strategy of the first type of industry belongs to the first strategy type; In the case where the complexity comparison result indicates that the technology complexity of the industry is less than the technology complexity of the target industry, if the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index and / or the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, it is determined that the target industry development strategy of the first type of industry belongs to the second strategy type; When the complexity comparison result indicates that the technological complexity of the industry is less than that of the target industry, if the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technological correlation is less than the target industry technological correlation, it is determined that the target industry development strategy of the first type of industry belongs to the third strategy type.

12. The device according to claim 11, characterized in that In the case of determining that the target industry development strategy of the first type of industry belongs to the first strategy type, the processor is further configured to execute: When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the first preset industry development strategy, and the first preset industry development strategy is to develop based on the second type of industry in the first region; When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the second preset industry development strategy, and the second preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the second preset industry development strategy is lower than that of the first preset industry development strategy; When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, determining that the target industry development strategy for the first type of industry is a third preset industry development strategy, and the third preset industry development strategy is to develop by relying on other first regions where the first type of industry is deployed; When the RCA index comparison result indicates that the RCA index is smaller than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is smaller than the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the fourth preset industry development strategy, and the fourth preset industry development strategy is to develop based on other first regions where the first type of industry is deployed; the development priority of the fourth preset industry development strategy is lower than that of the third preset industry development strategy.

13. The device according to claim 11, characterized in that In the case of determining that the target industry development strategy of the first type of industry belongs to the second strategy type, the processor is further configured to execute: When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, determine that the target industry development strategy for the first type of industry is the fifth preset industry development strategy, and the fifth preset industry development strategy is to develop based on the second type of industry in the first region; When the RCA index comparison result indicates that the RCA index is less than the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is greater than or equal to the target industry technology correlation, the target industry development strategy of the first type of industry is determined to be the sixth preset industry development strategy, and the sixth preset industry development strategy is to develop based on the second type of industry in the first region; the development priority of the sixth preset industry development strategy is lower than the fifth preset industry development strategy; When the RCA index comparison result indicates that the RCA index is greater than or equal to the second preset RCA index, and the correlation comparison result indicates that the industry technology correlation is less than the target industry technology correlation, the target industry development strategy for the first type of industry is determined to be the seventh preset industry development strategy, and the seventh preset industry development strategy is to develop based on other first regions where the first type of industry is deployed.

14. A method for regulating and controlling regional industrial upgrading, characterized in that: The method comprises: Obtaining the revealed comparative advantage RCA index of each industry in each first region and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region; Based on the RCA index of each industry in each first region, determine the first type of industry and the second type of industry in each first region, the first type of industry refers to the industry in the first region that needs to be upgraded, and the second type of industry refers to the industry in the first region that does not need to be upgraded; and based on the industry type of each industry and the first region in which it is located, generate target values ​​for the industry and the first region; when the target value is 0, it indicates that the industry corresponding to the target value is the first type of industry, and when the target value is 1, it indicates that the industry corresponding to the target value is the second type of industry; Based on the target value, determine the industrial technology correlation between each first type industry of each first region and the second type industry of each first region; and based on the RCA index of each industry of each second region, determine the industrial technology complexity of each first type industry of each first region; the industrial technology complexity is used to characterize the production technology content of the industry; For each first-type industry in each first region, a target upgrade strategy for the first-type industry in the first region to which it belongs is generated based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

15. A control device for regional industrial upgrading, characterized in that: The device comprises: An information collection module, used to obtain the revealed comparative advantage RCA index of each industry in each first region, and the RCA index of each industry in each second region, wherein the scope of the second region is larger than the scope of the first region; A regional industry type classification module is used to determine the first type industry and the second type industry of each first region based on the RCA index of each industry in each first region, wherein the first type industry refers to the industry in the first region that needs to be upgraded, and the second type industry refers to the industry in the first region that does not need to be upgraded; and, based on the industry type of each industry and the first region in which it is located, generate a target value for the industry and the first region; when the target value is 0, the industry corresponding to the target value is characterized as the first type industry, and when the target value is 1, the industry corresponding to the target value is characterized as the second type industry; An industrial technology analysis module, for determining the industrial technology correlation between each first type industry of each first region and the second type industry of each first region based on the target value; and determining the industrial technology complexity of each first type industry of each first region based on the RCA index of each industry of each second region; the industrial technology complexity is used to characterize the production technology content of the industry; A control module is used to generate, for each first-type industry in each first region, a target upgrade strategy for the first-type industry in the first region to which it belongs based on the RCA index of the first-type industry, the industry technology complexity and the corresponding industry technology correlation, and the regional scale of the first region; the target upgrade strategy is used to indicate the time priority information and industry support information for the upgrade of the first-type industry.

16. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores a computer program, which, when executed by a processor, executes the steps of the method for regulating regional industrial upgrading as described in claim 15.

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