Industrial chain atlas construction system and method based on industrial chain elements

Abstract

The invention discloses an industrial chain atlas construction system and method based on industrial chain elements. The system comprises a data acquisition and storage system, a data processing module and an industrial chain construction module. The data acquisition and storage module is used for acquiring and storing value chain data, supply and demand chain data, intellectual property information and industry and commerce information data; the data processing module is used for forming an industrial chain structure according to value chain and supply and demand chain data, analyzing industrial chain elements according to intellectual property information and industrial and commercial information data, and constructing a graph database; and the industrial chain construction module is used for constructing an industrial chain graph based on the graph database. According to the method, the competitiveness of an enterprise can be improved, long-term strategic decision is supported, and continuous growth and development are realized.

Description

Technical Field

[0001] The present invention belongs to the technical field of data processing and analysis, and discloses a system and method for constructing an industrial chain map based on industrial chain elements. Background Art

[0002] In the context of increasingly fierce global competition, how to reflect the status of regional industrial development and assist in industrial development decision-making is an issue that relevant departments are now eager to solve. Building an industrial chain element system based on these two will help companies better grasp market dynamics, optimize resource allocation, and enhance competitiveness. By integrating intellectual property rights and industrial and commercial information, a comprehensive, accurate, and timely industrial chain element system can be built to provide strong support for corporate decision-making and promote the coordinated development of upstream and downstream industrial chains.

[0003] However, the traditional industrial chain management method mainly relies on manual experience and a single information source, which makes it difficult to fully and real-time grasp the information of each link in the industrial chain, resulting in inefficient decision-making and irrational resource allocation. In addition, intellectual property rights, as an important intangible asset, have an important impact on the competitiveness of enterprises and the stability of the industrial chain. The existing system lacks the ability to organically combine intellectual property rights with industrial and commercial information and comprehensively analyze and optimize the elements of the industrial chain. Therefore, there is an urgent need for a system that can integrate intellectual property rights and industrial and commercial information and build an industrial chain map based on industrial chain elements to improve the scientificity and efficiency of industrial chain management. Summary of the invention

[0004] In order to solve the deficiencies in the prior art, the present invention provides a system and method for constructing an industrial chain map based on industrial chain elements.

[0005] The present invention adopts the following technical solution.

[0006] The first aspect of the present invention provides an industrial chain map construction system based on industrial chain elements, including a data collection and storage system, a data processing module, and an industrial chain construction module;

[0007] The data collection and storage module is used to collect and store value chain, supply chain data, intellectual property information, and industrial and commercial information data;

[0008] The data processing module is used to form an industrial chain structure based on the value chain and supply and demand chain data, analyze the elements of the industrial chain based on the intellectual property information and industrial and commercial information data, and build a graph database;

[0009] The industrial chain construction module is used to construct an industrial chain map based on a graph database.

[0010] Preferably, the data collection and storage module collects corresponding data through interfaces and crawler technology according to the entire value chain from raw material procurement to final product sales or a dynamic adjustment process supply chain around market demand and supply.

[0011] Preferably, the data collection and storage module obtains patent data and industrial and commercial data through official channels, and uses the big data Flink distributed computing technology to pre-process the patent data, clean, convert and aggregate the patent data; and uses the MaxCompute service to pre-process the industrial and commercial data.

[0012] Preferably, the data acquisition and storage module decomposes the data in a relational structured manner during data preprocessing to ensure the orderliness and readability of the data, and stores the data in a database table structure after preprocessing.

[0013] Preferably, the process of constructing the graph database by the data processing module is:

[0014] Based on the industrial chain structure, the nodes of the target industrial chain are determined, and based on the industrial chain elements, enterprises are screened and associated with the corresponding nodes of the target industrial chain, so as to realize the association of corresponding enterprises and nodes on the chain when constructing the industrial chain map.

[0015] Preferably, the method for determining the nodes of the target industrial chain is: comparing the same industrial chain nodes in the industrial chain structure, and taking the industrial chain nodes with a cumulative appearance number greater than 2 times as the nodes of the target industrial chain.

[0016] Preferably, the step of screening enterprises based on industrial chain elements and associating them to corresponding nodes of the target industrial chain includes:

[0017] 1) Determine the product and technology information of the target industrial chain node based on the industrial chain elements, and write patent search formulas and industrial and commercial information search formulas based on the product and technology information of the target industrial chain node;

[0018] 2) Extract the enterprise list information retrieved by patent search and industrial and commercial search, and collect it into the enterprise database of the industrial chain node;

[0019] 3) Analyze the patent data, industrial and commercial information and product information of the enterprises in the enterprise database, calculate the enterprise chain index according to the patent matching degree, industrial and commercial information matching degree and intensive product registration status of the enterprise in the field, screen the enterprises and associate them to the corresponding nodes of the target industrial chain, so as to realize the association of the corresponding enterprises and nodes when constructing the industrial chain map.

[0020] Preferably, the enterprise on-chain index is Q=P*0.5+C*0.25+PIP*0.25, and enterprises with Q≥0.5 are selected as the enterprises on the chain;

[0021] Among them, P is the patent matching degree of the enterprise in the field. If p>50%, then P=1; if 20%<p≤50%, then P=0.8; if 10%<p≤20%, then P=0.6; if 2%<p≤10%, then P=0.4; if p≤2%, then P=0.2; p is the percentage of the number of patents authorized by the enterprise belonging to node-related products or technologies in the total number;

[0022] C is the matching degree of industrial and commercial information. If the enterprise name contains node products / technologies and the funding scope includes node products / technologies, C=1; if only the enterprise name contains node products / technologies, C=0.8; if only the funding scope includes node products / technologies, C=0.6; if the enterprise name does not have node products / technologies and the funding scope does not include node products / technologies, C=0;

[0023] PIP is the registration status of intensive products. If the enterprise registers node-related products, PIP = 0.8; if the enterprise registers node-free products, PIP = 0.

[0024] Preferably, the industrial chain construction module automatically constructs a directed graph to form a graph based on the established graph database and the nodes and enterprises of the target industrial chain corresponding to the structures of different industrial chains.

[0025] The second aspect of the present invention provides a method for constructing an industrial chain map based on industrial chain elements, comprising:

[0026] Collect and store value chain, supply chain data, intellectual property information, and industrial and commercial information data;

[0027] Form the industrial chain structure based on the value chain and supply and demand chain data, analyze the industrial chain elements based on the intellectual property information and industrial and commercial information data, and build a graph database;

[0028] Build an industrial chain map based on the graph database.

[0029] A third aspect of the present invention provides a terminal, comprising a processor and a storage medium; the storage medium is used to store instructions; the processor is used to operate according to the instructions to execute the steps of the method.

[0030] A fourth aspect of the present invention provides a computer-readable storage medium having a computer program stored thereon, which implements the steps of the method when executed by a processor.

[0031] Compared with the prior art, the beneficial effects of the present invention include at least:

[0032] The data acquisition and storage module of the present invention realizes unified management and analysis of multi-source data by integrating intellectual property data and industrial and commercial information, avoids information islands, and improves data utilization efficiency; it ensures the comprehensive, accurate and efficient acquisition and storage of intellectual property data and industrial and commercial information data, provides a solid data foundation for the subsequent construction of the industrial chain map, and promotes the efficient operation and value realization of the entire system.

[0033] The data acquisition and storage module of the present invention also performs preprocessing operations on the collected data to facilitate subsequent analysis and comparison; through the preprocessing operation, the accuracy and consistency of the data used by the system are ensured, providing a high-quality data foundation for the subsequent construction of graph databases and industrial chain maps.

[0034] The data processing module of the present invention can process the collected data before constructing the industrial chain map, specifically forming an industrial chain structure according to the value chain and supply and demand chain data, analyzing the industrial chain elements according to the intellectual property information and industrial and commercial information data, and then determining the nodes of the target industrial chain based on the industrial chain structure, and based on the industrial chain elements, calculate the enterprise chain index according to the patent matching degree, industrial and commercial information matching degree and intensive product registration status of the enterprise in the field, accurately screen the enterprises associated with the nodes of the target industrial chain, and realize the rapid and accurate chaining of the corresponding enterprises and nodes when constructing the industrial chain map.

[0035] The industrial chain map constructed by the present invention can comprehensively monitor and analyze competitors' intellectual property layout and industrial and commercial dynamics, helping enterprises to timely understand market changes and competitive situations and formulate effective competitive strategies.

[0036] The present invention combines data analysis with industrial chain maps to help enterprises effectively identify opportunities and challenges, formulate practical optimization strategies, enhance the competitiveness of enterprises, support long-term strategic decisions, and achieve sustainable growth and development. BRIEF DESCRIPTION OF THE DRAWINGS

[0037] Figure 1 It is a structural block diagram of the industrial chain map construction system based on industrial chain elements of the present invention;

[0038] Figure 2 This is a schematic diagram of the industrial chain map constructed by the present invention. DETAILED DESCRIPTION

[0039] In order to make the purpose, technical scheme and advantages of the present invention clearer, the technical scheme of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. The embodiments described in this application are only embodiments of a part of the present invention, rather than all embodiments. Based on the spirit of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work belong to the protection scope of the present invention.

[0040] Embodiment 1 of the present invention provides an industrial chain map construction system based on industrial chain elements, such as Figure 1 As shown, it includes data collection and storage system, data processing module, industrial chain construction module and enterprise chain analysis module; among which:

[0041] The data collection and storage module is used to collect and store value chain / supply chain data constructed by the industrial structure and data such as intellectual property information, industrial and commercial information required for analyzing industrial elements;

[0042] Further preference is given to obtaining two or more industrial chain structures in the same industrial chain through interfaces and crawler technologies, according to the entire process from raw material procurement to final product sales, namely the value chain, or the dynamic adjustment process around market demand and supply, namely the supply chain.

[0043] Including patent data and industrial and commercial data obtained through official channels, using big data Flink distributed computing technology to process patent data, quickly clean, convert and aggregate patent data, and extract valuable information. Use MaxCompute services to process industrial and commercial data. When processing this data, decompose it in the way of relational structured data to ensure the orderliness and readability of the data. Subsequently, store this data in a dedicated module according to the database table structure to facilitate subsequent query and analysis.

[0044] The data processing module is used to process the collected data: form an industrial chain structure based on the value chain and supply and demand chain data, analyze industrial chain elements (industry-related technology, enterprises, products, etc.) based on intellectual property information and industrial and commercial information data, and build a graph database.

[0045] The graph database construction process specifically includes:

[0046] (1) Industrial chain node processing: Determine the nodes of the target industrial chain based on the industrial chain structure:

[0047] Compare the same industrial chain nodes in the industrial chain structure, and the industrial chain nodes that appear more than 2 times in total are the nodes of the target industrial chain.

[0048] (2) Enterprise on-chain processing: Based on the elements of the industrial chain, enterprises are selected and associated with the corresponding nodes of the target industrial chain, so as to realize the association of corresponding enterprises and nodes on the chain when constructing the industrial chain map:

[0049] 1) Determine the product and technology information of the target industrial chain node based on the industrial chain elements, and write patent search formulas and industrial and commercial information search formulas based on the product / technology information of the industrial chain node;

[0050] 2) Extract the enterprise list information retrieved by patent search and industrial and commercial search, and collect it into the enterprise database of the industrial chain node;

[0051] 3) Analyze the patent data, industrial and commercial information and product information of the enterprises in the enterprise database, calculate the enterprise chain index Q according to the patent matching degree, industrial and commercial information matching degree and intensive product registration status of the enterprise in the field, screen the enterprises and associate them to the corresponding nodes of the target industrial chain, so as to realize the association of enterprises and nodes on the chain when constructing the industrial chain map.

[0052] The enterprise chain index Q = P*0.5+C*0.25+PIP*0.25; if Q≥0.5, the enterprise will be screened out and associated with the corresponding node of the target industrial chain, so that it will be the enterprise on the node chain when constructing the industrial chain map. Among them, P is the patent matching degree of the enterprise in the field, C is the industrial and commercial information matching degree, and PIP is the registration status of intensive products. The assignment methods are shown in Tables 1-3 respectively.

[0053] Table 1

[0054]

[0055]

[0056] Table 2

[0057] C Value C value assignment judgment 1 The company name contains node products / technologies, and the funding scope includes node products / technologies 0.8 The company name contains node products / technologies 0.6 Funding scope includes node products / technologies 0 The company name does not have any node products / technologies, and the funding scope does not include any node products / technologies

[0058] Table 3

[0059] PIP Value PIP value assignment judgment 0.8 The enterprise has relevant products for filing at this node 0 The enterprise has no relevant products to be filed at this node

[0060] The industrial chain construction module is used to construct an industrial chain map based on the industrial chain structure formed by the value chain / supply and demand chain;

[0061] Further preferably, according to the established graph database, according to the structure of different industrial chains, a directed graph is automatically constructed to form a graph. Figure 2 shown.

[0062] Embodiment 2 of the present invention provides a method for constructing an industrial chain map based on industrial chain elements, including:

[0063] Collect and store value chain, supply chain data, intellectual property information, and industrial and commercial information data;

[0064] Form the industrial chain structure based on the value chain and supply and demand chain data, analyze the industrial chain elements based on the intellectual property information and industrial and commercial information data, and build a graph database;

[0065] Build an industrial chain map based on the graph database.

[0066] Embodiment 3 of the present invention provides a terminal, including a processor and a storage medium; the storage medium is used to store instructions;

[0067] The processor is configured to operate according to the instructions to execute the steps of the method.

[0068] Embodiment 4 of the present invention provides a computer-readable storage medium having a computer program stored thereon, which implements the steps of the method when executed by a processor.

[0069] Compared with the prior art, the beneficial effects of the present invention include at least:

[0070] The data acquisition and storage module of the present invention realizes unified management and analysis of multi-source data by integrating intellectual property data and industrial and commercial information, avoids information islands, and improves data utilization efficiency; it ensures the comprehensive, accurate and efficient acquisition and storage of intellectual property data and industrial and commercial information data, provides a solid data foundation for the subsequent construction of the industrial chain map, and promotes the efficient operation and value realization of the entire system.

[0071] The data acquisition and storage module of the present invention also performs preprocessing operations on the collected data to facilitate subsequent analysis and comparison; through the preprocessing operation, the accuracy and consistency of the data used by the system are ensured, providing a high-quality data foundation for the subsequent construction of graph databases and industrial chain maps.

[0072] The data processing module of the present invention can form an industrial chain structure based on the value chain and supply and demand chain data, analyze the industrial chain elements based on the intellectual property information and industrial and commercial information data, and then determine the nodes of the target industrial chain based on the industrial chain structure, and calculate the enterprise chain index based on the industrial chain elements according to the patent matching degree, industrial and commercial information matching degree and intensive product registration status of the enterprise in the field, and screen the enterprises associated with the nodes of the target industrial chain. When constructing the industrial chain map, the corresponding enterprises and nodes can be quickly and accurately linked.

[0073] The industrial chain map constructed by the present invention can comprehensively monitor and analyze competitors' intellectual property layout and industrial and commercial dynamics, helping enterprises to timely understand market changes and competitive situations and formulate effective competitive strategies.

[0074] The present invention combines data analysis with industrial chain maps to help enterprises effectively identify opportunities and challenges, formulate practical optimization strategies, enhance the competitiveness of enterprises, support long-term strategic decisions, and achieve sustainable growth and development.

[0075] The present disclosure may be a system, a method and / or a computer program product. The computer program product may include a computer-readable storage medium carrying computer-readable program instructions for causing a processor to implement various aspects of the present disclosure.

[0076] A computer-readable storage medium may be a tangible device that can hold and store instructions used by an instruction execution device. A computer-readable storage medium may be, for example, but not limited to, an electrical storage device, a magnetic storage device, an optical storage device, an electromagnetic storage device, a semiconductor storage device, or any suitable combination of the foregoing. More specific examples of computer-readable storage media (a non-exhaustive list) include: a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a static random access memory (SRAM), a portable compact disk read-only memory (CD-ROM), a digital versatile disk (DVD), a memory stick, a floppy disk, a mechanical encoding device, such as a punch card or a raised structure in a groove on which instructions are stored, and any suitable combination of the foregoing. As used herein, a computer-readable storage medium is not to be interpreted as a transient signal per se, such as a radio wave or other freely propagating electromagnetic wave, an electromagnetic wave propagating through a waveguide or other transmission medium (e.g., a light pulse through a fiber optic cable), or an electrical signal transmitted through a wire.

[0077] The computer-readable program instructions described herein can be downloaded from a computer-readable storage medium to each computing / processing device, or downloaded to an external computer or external storage device via a network, such as the Internet, a local area network, a wide area network, and / or a wireless network. The network can include copper transmission cables, optical fiber transmissions, wireless transmissions, routers, firewalls, switches, gateway computers, and / or edge servers. The network adapter card or network interface in each computing / processing device receives the computer-readable program instructions from the network and forwards the computer-readable program instructions for storage in the computer-readable storage medium in each computing / processing device.

[0078] The computer program instructions for performing the operation of the present disclosure may be assembly instructions, instruction set architecture (ISA) instructions, machine instructions, machine-related instructions, microcode, firmware instructions, state setting data, or source code or object code written in any combination of one or more programming languages, including object-oriented programming languages, such as Smalltalk, C++, etc., and conventional procedural programming languages, such as "C" language or similar programming languages. Computer-readable program instructions may be executed completely on a user's computer, partially on a user's computer, as an independent software package, partially on a user's computer, partially on a remote computer, or completely on a remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., using an Internet service provider to connect via the Internet). In some embodiments, an electronic circuit, such as a programmable logic circuit, a field programmable gate array (FPGA), or a programmable logic array (PLA), may be customized by utilizing the state information of the computer-readable program instructions, and the electronic circuit may execute the computer-readable program instructions, thereby realizing various aspects of the present disclosure.

[0079] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the above embodiments, ordinary technicians in the relevant field should understand that the specific implementation methods of the present invention can still be modified or replaced by equivalents, and any modifications or equivalent replacements that do not depart from the spirit and scope of the present invention should be covered within the scope of protection of the claims of the present invention.

Claims

1. An industrial chain map construction system based on industrial chain elements, including a data collection and storage system, a data processing module, and an industrial chain construction module, characterized by: The data collection and storage module is used to collect and store value chain, supply chain data, intellectual property information, and industrial and commercial information data; The data processing module is used to form an industrial chain structure based on the value chain and supply and demand chain data, analyze the elements of the industrial chain based on the intellectual property information and industrial and commercial information data, and build a graph database; The industrial chain construction module is used to construct an industrial chain map based on a graph database.

2. The industrial chain map construction system based on industrial chain elements according to claim 1 is characterized by: The data collection and storage module collects corresponding data through interfaces and crawler technology according to the entire value chain from raw material procurement to final product sales or a dynamic adjustment process supply chain around market demand and supply.

3. The industrial chain map construction system based on industrial chain elements according to claim 1 is characterized by: The data collection and storage module obtains patent data and industrial and commercial data through official channels, and uses the big data Flink distributed computing technology to pre-process the patent data, clean, convert and aggregate the patent data; and uses the MaxCompute service to pre-process the industrial and commercial data.

4. The industrial chain map construction system based on industrial chain elements according to claim 3 is characterized by: The data acquisition and storage module decomposes the data in a relational structured manner during data preprocessing to ensure the orderliness and readability of the data, and stores the data in a database table structure after preprocessing.

5. The industrial chain map construction system based on industrial chain elements according to claim 1 is characterized by: The process of constructing the graph database by the data processing module is as follows: Based on the industrial chain structure, the nodes of the target industrial chain are determined, and based on the industrial chain elements, enterprises are screened and associated with the corresponding nodes of the target industrial chain, so as to realize the association of corresponding enterprises and nodes on the chain when constructing the industrial chain map.

6. The industrial chain map construction system based on industrial chain elements according to claim 5 is characterized by: The method for determining the nodes of the target industrial chain is: compare the same industrial chain nodes in the industrial chain structure, and take the industrial chain nodes with a cumulative appearance of more than 2 times as the nodes of the target industrial chain.

7. The industrial chain map construction system based on industrial chain elements according to claim 5 is characterized by: The screening of enterprises based on industrial chain elements and associating them to corresponding nodes of the target industrial chain includes: 1) Determine the product and technology information of the target industrial chain node based on the industrial chain elements, and write patent search formulas and industrial and commercial information search formulas based on the product and technology information of the target industrial chain node; 2) Extract the enterprise list information retrieved by patent search and industrial and commercial search, and collect it into the enterprise database of the industrial chain node; 3) Analyze the patent data, industrial and commercial information and product information of the enterprises in the enterprise database, calculate the enterprise chain index according to the patent matching degree, industrial and commercial information matching degree and intensive product registration status of the enterprise in the field, screen the enterprises and associate them to the corresponding nodes of the target industrial chain, so as to realize the association of the corresponding enterprises and nodes when constructing the industrial chain map.

8. The industrial chain map construction system based on industrial chain elements according to claim 7 is characterized by: The enterprise on-chain index is Q = P*0.5+C*0.25+PIP*0.

25. Enterprises with Q≥0.5 are selected as on-chain enterprises. Among them, P is the patent matching degree of the enterprise in the field. If p>50%, then P=1; if 20%<p≤50%, then P=0.8; if 10%<p≤20%, then P=0.6; if 2%<p≤10%, then P=0.4; if p≤2%, then P=0.2; p is the percentage of the number of patents authorized by the enterprise belonging to node-related products or technologies in the total number; C is the matching degree of industrial and commercial information. If the enterprise name contains node products / technologies and the funding scope includes node products / technologies, C=1; if only the enterprise name contains node products / technologies, C=0.8; if only the funding scope includes node products / technologies, C=0.6; if the enterprise name does not have node products / technologies and the funding scope does not include node products / technologies, C=0; PIP is the registration status of intensive products. If the enterprise registers node-related products, PIP = 0.8; if the enterprise registers node-free products, PIP = 0.

9. The industrial chain map construction system based on industrial chain elements according to claim 1 is characterized by: The industrial chain construction module automatically constructs a directed graph to form a graph based on the established graph database and the nodes and enterprises of the target industrial chain corresponding to the structures of different industrial chains.

10. A method for constructing an industrial chain map based on industrial chain elements, implemented based on the system according to any one of claims 1 to 9, characterized in that: The method comprises: Collect and store value chain, supply chain data, intellectual property information, and industrial and commercial information data; Form the industrial chain structure based on the value chain and supply and demand chain data, analyze the industrial chain elements based on the intellectual property information and industrial and commercial information data, and build a graph database; Build an industrial chain map based on the graph database.

11. A terminal comprising a processor and a storage medium; characterized in that: The storage medium is used to store instructions; The processor is configured to operate according to the instructions to execute the steps of the method according to claim 10 .

12. A computer-readable storage medium having a computer program stored thereon, characterized in that: When the program is executed by a processor, the steps of the method according to claim 10 are implemented.

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