Multiple types of resource replacement methods

Abstract

This application relates to a resource exchange method of multiple types, the method comprising: calculating a target technical resource value coefficient based on the characteristics of the target technical resource; calculating a target entity resource value coefficient based on the characteristics of the target entity resource; calculating an assessed value of the target technical resource based on the target technical resource value coefficient and its weight; calculating an assessed value of the target entity resource based on the target entity resource value coefficient and its weight; when recommended resource exchange conditions are met, sending the assessed value of the target entity resource to the target technical resource party and the assessed value of the target technical resource to the target entity resource party; and performing the resource exchange when both the target technical resource party and the target entity resource party agree to the resource exchange between the target technical resource and the target entity resource.

Description

Technical Field

[0001] This application belongs to the field of resource allocation technology, and specifically involves several types of resource replacement methods. Background Technology

[0002] With the development of the digital economy, the forms of social resources are becoming increasingly diversified, with a large amount of existing social resources (idle production capacity, dormant intellectual property rights, and wasted service capabilities). Currently, there is a lack of means for exchanging multiple types of resources. Summary of the Invention

[0003] This application provides several types of resource replacement methods to solve problems in related technologies.

[0004] This application provides several types of resource replacement methods, including: Acquire the characteristics of the target technology resources provided by the target technology resource provider and the characteristics of the target entity resources provided by the target entity resource provider; Based on the characteristics of the target technology resources, the target technology resource value coefficient is calculated. The target technology resource value coefficient includes the following items: technology resource coefficient, technology resource scarcity coefficient, technology resource timeliness coefficient, technology resource application breadth coefficient, and technology resource risk coefficient. Based on the characteristics of the target entity resource, the target entity resource value coefficient is calculated. The target entity resource value coefficient includes the following items: entity resource technology coefficient, entity resource scarcity coefficient, entity resource timeliness coefficient, entity resource application breadth coefficient, and entity resource risk coefficient. The assessed value of the target technology resources is calculated based on the target technology resource value coefficient and its weight. The weight of the target technology resource value coefficient includes the weight of each item in the target technology resource value coefficient. The assessed value of the target entity resources is calculated based on the target entity resource value coefficient and the weight of the target entity resource value coefficient. The weight of the target entity resource value coefficient includes the weight of each item in the target entity resource value coefficient. When the conditions for recommended resource exchange are met, the assessed value of the target entity resource is sent to the target technology resource provider, and the assessed value of the target technology resource is also sent to the target entity resource provider. The resource exchange shall be carried out when both the target technology resource provider and the target entity resource provider agree to conduct a resource exchange for the target technology resource and the target entity resource.

[0005] This application provides a computing device including a processor and a memory, wherein the memory is used to store a computer program; when the computer program is loaded by the processor, it causes the processor to execute the method described above.

[0006] Beneficial effects: The method provided in this application implements multiple types of resource replacement, improving the utilization rate of existing resources (idle capacity, dormant intellectual property, and idle service capabilities).

[0007] The method provided in this application, based on a unified Value (RVE) metric, quantifies the value of multiple types of resources and calculates a general, quantifiable assessment value for each type of resource. This allows both parties in a transaction to clearly understand the value of the resources provided by the other party, improving convenience for both parties.

[0008] The method provided in this application takes into account that the value of the same type of coefficient varies significantly for different target entities (such as enterprises pursuing immediate benefits, universities pursuing theoretical innovation, and investors pursuing investment returns). For example, the technical resource coefficient of an enterprise is related to its advancement, while the technical resource coefficient of a university is related to its theoretical innovation.

[0009] The method provided in this application sets coefficients for target technical resources provided by the target technical resource provider and target entity resources provided by the target entity resource provider, respectively. For the target technical resources provided by the target technical resource provider, coefficients are set for technical resource scarcity, timeliness, application breadth, and risk. For the target entity resources provided by the target entity resource provider, coefficients are set for entity resource technology, scarcity, timeliness, application breadth, and risk.

[0010] The method provided in this application embodiment calculates and evaluates the value of target technical resources and target physical resources by using multiple dimensions of factors strongly correlated with the value of the resources, namely, technical coefficient, scarcity coefficient, timeliness coefficient, application breadth coefficient, and risk coefficient, to obtain a relatively accurate evaluation value.

[0011] The method provided in this application systematically and quantitatively incorporates the preferences of the demand side, improving the usability and transaction rate of the assessment results in real transaction scenarios. It is based on a dynamic weighted value measurement method adapted to two factors (resource type + subject type). This allows the value assessment to combine the characteristics of the resource provider, ensuring a high degree of match between the assessment results and the actual transaction intent, significantly improving the accuracy of the matching.

[0012] The method provided in this application, when the target technical resource is a target technology, calculates the innovativeness and technological maturity of the target technical resource based on its characteristics; and calculates the technical resource coefficient of the target technical resource based on its innovativeness and technological maturity. This method comprehensively considers factors related to the technical resource coefficient, improving the accuracy of the calculated technical resource coefficient of the target technical resource.

[0013] The method provided in this application, when the target entity resource is a target device, considers both factors related to the entity resource (i.e., the technological advancement of the target entity resource) and factors related to the needs of the target technology resource provider (i.e., the degree of fit between the technical parameters of the target entity resource and the conditions required by the target technology resource provider for research conducted using the entity resource obtained through resource exchange). This comprehensively considers factors related to the entity resource's technical coefficient, improving the accuracy of the calculated entity resource's technical coefficient.

[0014] The method provided in this application, when the target entity resource is a target device, determines the scarcity level of the target entity resource and whether the target entity resource can be exclusively used based on the characteristics of the target technical resource. Furthermore, it calculates the entity resource scarcity coefficient of the target entity resource based on the scarcity level and whether the target entity resource can be exclusively used. This method comprehensively considers factors related to the entity resource scarcity coefficient, improving the accuracy of the calculated entity resource scarcity coefficient.

[0015] The method provided in this application embodiment considers coefficients of the same type for both the target technology resource provider and the target physical resource provider. Since the target technology resource provider and the target physical resource provider have different focuses on the characteristics of the resources, weights are set for coefficients of the same type for each. For example, the target technology resource provider might be a company providing cold storage facilities, and the target technology resource provider might be a research institute providing the technology. The research institute values ​​the compatibility of the cold storage's technical parameters with the conditions for experiments conducted by the research institute using the physical resources obtained through resource exchange, as well as the possibility of exclusive use. The target technology resource provider values ​​the timeliness and maturity of the technology, i.e., its reliability.

[0016] The method provided in this application constructs a data closed loop of resource exchange-feedback-calibration. It utilizes feedback signals such as the transaction value and assessed value of completed resource exchanges, as well as satisfaction ratings, to adjust the weights of items in the technical resource value coefficient and the physical resource value coefficient. Multiple types of resource exchange platforms possess self-learning and adaptive capabilities, continuously converging to market consensus and forming a stable and reliable value standard. Attached Figure Description

[0017] To more clearly illustrate the technical solutions in the embodiments of this specification or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the embodiments of this specification. For those skilled in the art, other drawings can be obtained based on these drawings.

[0018] Figure 1 This is a flowchart illustrating the method provided in the embodiments of this application. Detailed Implementation

[0019] To make the objectives, technical solutions, and advantages of the embodiments of this application clearer, the technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, not all embodiments. It should be noted that, unless otherwise specified, the implementation methods and features in the implementation methods in this disclosure can be combined, separated, interchanged, and / or rearranged. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.

[0020] In the accompanying drawings, the dimensions and relative dimensions of components may be exaggerated for clarity and / or descriptive purposes. When exemplary embodiments can be implemented differently, a specific process sequence may be performed in a different order than that described. For example, two consecutively described processes may be performed substantially simultaneously or in the reverse order of their description. Furthermore, the same reference numerals denote the same components.

[0021] The terminology used herein is for the purpose of describing particular embodiments and is not intended to be limiting. As used herein, unless the context clearly indicates otherwise, the singular forms “a” and “the” are intended to include the plural forms as well. Furthermore, when the terms “comprising” and / or “including” and variations thereof are used in this specification, it indicates the presence of the stated features, integrals, steps, operations, parts, components, and / or groups thereof, but does not exclude the presence or addition of one or more other features, integrals, steps, operations, parts, components, and / or groups thereof. It should also be noted that, as used herein, the terms “substantially,” “about,” and other similar terms are used as approximate terms rather than as terms of degree, thus explaining the inherent biases in measurements, calculated values, and / or provided values ​​that would be recognized by one of ordinary skill in the art.

[0022] refer to Figure 1The diagram illustrates a flowchart of the method provided in the embodiments of this application.

[0023] The methods provided in this application embodiment can be executed by multiple types of resource replacement platforms. These multiple types of resource replacement platforms include servers, such as cloud servers, for executing instructions of the methods provided in this application embodiment.

[0024] The resource replacement methods provided in this application include steps S101-S107.

[0025] In step S101, the characteristics of the target technology resources provided by the target technology resource provider and the characteristics of the target entity resources provided by the target entity resource provider are obtained. In step S102, based on the characteristics of the target technology resource, the target technology resource value coefficient is calculated. The target technology resource value coefficient includes the following items: technology resource coefficient, technology resource scarcity coefficient, technology resource timeliness coefficient, technology resource application breadth coefficient, and technology resource risk coefficient. In step S103, based on the characteristics of the target entity resource, the target entity resource value coefficient is calculated. The target entity resource value coefficient includes the following items: entity resource technology coefficient, entity resource scarcity coefficient, entity resource timeliness coefficient, entity resource application breadth coefficient, and entity resource risk coefficient. In step S104, the assessed value of the target technology resource is calculated based on the target technology resource value coefficient and the weight of the target technology resource value coefficient. The weight of the target technology resource value coefficient includes the weight of each item in the target technology resource value coefficient. In step S105, the assessed value of the target entity resource is calculated based on the target entity resource value coefficient and the weight of the target entity resource value coefficient. The weight of the target entity resource value coefficient includes the weight of each item in the target entity resource value coefficient. In step S106, when the recommended resource replacement conditions are met, the assessed value of the target entity resource is sent to the target technology resource provider, and the assessed value of the target technology resource is sent to the target entity resource provider. In step S107, when both the target technology resource provider and the target entity resource provider agree to a resource swap involving the target technology resource and the target entity resource, the resource swap is performed.

[0026] The target technology resource provider can be any entity or individual that provides technology resources for exchange.

[0027] The target entity resource provider can be any entity or individual that provides the entity resource for replacement.

[0028] In one possible implementation, the target technology resource provider is a university, the target entity resource provider is an enterprise, and the target technology resource is the target technology or the target patent.

[0029] Physical resources can be categorized into: equipment, production capacity, and distribution channels.

[0030] In one possible implementation, the target technology resource provider is a university, the target entity resource provider is an enterprise, and the target technology resource is the target technology or the target patent.

[0031] In this embodiment, in step S101, the characteristics of the target technology resources provided by the target technology resource provider are obtained from the resource information of the target technology resources submitted by the target technology resource provider; the characteristics of the target entity resources provided by the target entity resource provider are obtained from the resource information of the target entity resources submitted by the target entity resource provider.

[0032] The characteristics of the target technology resources provided by the target technology resource provider may include, but are not limited to: the type of resource to which the target technology resource belongs, the technical field to which the target technology resource belongs, the industry to which the target technology resource can be applied, the industry to which the target technology resource can be applied, and whether it can be used exclusively.

[0033] As an example, the target technology resource provider is a research institute. The target technology resource provided by the provider is a patent. The resource type of the target technology resource is: patent; the field it relates to is: cold chain logistics; the maturity level of the target technology resource is: successful pilot testing; the validity period of the target technology resource is: 15 years; and the industry to which the target technology resource can be applied is agriculture.

[0034] The characteristics of the target entity resources provided by the target entity resource provider include: the resource type to which the target entity resources belong, the technical parameters of the target entity resources, the industries to which the target entity resources can be applied, and the industries to which the target entity resources can be applied.

[0035] As an example, the target entity resource is a company. The target entity resource is a cold storage facility.

[0036] The target entity resource belongs to the resource type of: storage space. The technical parameters of the target entity resource include: volume, for example, 1000 cubic meters; temperature range, for example, 0-4°C; time period during which the target entity resource can be used; and location of the target entity resource.

[0037] In step S102, based on the characteristics of the target technology resource, the target technology resource value coefficient is calculated. The target technology resource value coefficient includes the following items: technology resource coefficient, technology resource scarcity coefficient, technology resource timeliness coefficient, technology resource application breadth coefficient, and technology resource risk coefficient.

[0038] In this embodiment of the application, the technical resource value coefficient of the target technical resource is called the target technical resource value coefficient.

[0039] In the embodiments of this application, the technical resource coefficient of the target technical resource includes: the innovativeness of the target technical resource.

[0040] The innovativeness of the target technology can be scored.

[0041] The degree of innovation of a target technological resource can reflect the level of innovation of that resource.

[0042] The greater the innovativeness of the target technology resource, the higher the degree of innovation of the target technology resource.

[0043] The technical resource coefficient of the target technical resource can be calculated based on the parameters used to calculate the technical resource coefficient of the target technical resource, the pre-set correspondence between the parameters used to calculate the technical resource coefficient and the technical resource coefficient.

[0044] The parameters used to calculate the innovativeness of the target technical resource are derived from the characteristics of the target technical resource.

[0045] In this application embodiment, the scarcity coefficient of the target technical resource can be a score.

[0046] The higher the scarcity coefficient of the target technology resource, the scarcer the target technology resource.

[0047] The scarcity coefficient of a target technology resource can be calculated based on the parameters used to calculate the scarcity coefficient of the target technology resource, the pre-set correspondence between the parameters used to calculate the scarcity coefficient of the target technology resource and the scarcity coefficient of the target technology resource.

[0048] The parameters used to calculate the scarcity coefficient of the target technology resource may include: the proportion of the number of technology resources belonging to the type of the target technology resource in the sub-technical field to which the target technology resource belongs to, to the total number of technology resources belonging to the type of the target technology resource in the technical field to which the target technology resource belongs.

[0049] For example, if the target technology resource is the target technology, the proportion of the number of technology resources belonging to the type of the target technology resource in the sub-technical fields of the technical field to which the target technology resource belongs to the total number of technology resources belonging to the type of the target technology resource in the technical field to which the target technology resource belongs is: the proportion of the technology resources in the sub-technical fields of the technical field to which the target technology belongs to the total number of technology resources in the technical field to which the target technology belongs.

[0050] For example, if the target technical resource is the target patent, the proportion of the number of technical resources belonging to the type of the target technical resource in the sub-technical field of the technical field to which the target technical resource belongs to the total number of technical resources belonging to the type of the target technical resource in the technical field to which the target technical resource belongs is: the proportion of patents in the sub-technical field of the technical field to which the target patent belongs to the total number of patents in the technical field to which the target patent belongs.

[0051] In the embodiments of this application, the timeliness coefficient of the target technical resource can be a score.

[0052] The timeliness coefficient of the target technology resource can reflect the strength of the timeliness of the target technology resource.

[0053] The higher the timeliness coefficient of the target technology resource, the earlier the target technology resource can be applied, and the stronger its timeliness.

[0054] The timeliness coefficient of a target technical resource can be calculated based on the parameters used to calculate the timeliness coefficient of the target technical resource, the pre-set correspondence between the parameters used to calculate the timeliness coefficient of the target technical resource and the timeliness coefficient of the technical resource.

[0055] The parameters used to calculate the timeliness coefficient of the target technical resource may include: the time period during which the target technical resource can be applied, and the time difference between the current time and the most recent time during which the target technical resource can be applied. The most recent time during which the target technical resource can be applied can be the start time of the time period most recently during which the target technical resource can be applied.

[0056] In the embodiments of this application, the breadth coefficient of the application of technical resources of the target technical resource can be a score.

[0057] The magnitude of the breadth coefficient of the target technology resource application can reflect the degree of wide application of the target technology resource.

[0058] The greater the breadth coefficient of the target technology resource's application, the more widely the target technology resource is applied.

[0059] The application breadth coefficient of a target technology resource can be calculated based on the parameters used to calculate the application breadth coefficient of the target technology resource, the pre-set correspondence between the parameters used to calculate the application breadth coefficient of the target technology resource and the application breadth coefficient of the technology resource.

[0060] The parameters used to calculate the breadth coefficient of the application of the target technology resource may include: the industries to which the target technology resource can be applied and the product category to which the production process to which the target technology resource can be applied.

[0061] In this embodiment of the application, the technical resource risk coefficient of the target technical resource can be a score.

[0062] The magnitude of the technical resource risk coefficient of the target technical resource can reflect the level of infringement risk associated with the use of the target technical resource.

[0063] The higher the risk coefficient of the target technology resource, the higher the risk of infringement of the technology involved in the target technology resource.

[0064] The technical resource risk coefficient of the target technical resource can be calculated based on the parameters used to calculate the technical resource risk coefficient of the target technical resource, the pre-set correspondence between the parameters used to calculate the technical resource risk coefficient and the technical resource risk coefficient.

[0065] The parameters used to calculate the risk coefficient of the target technology resource may include: the maturity of the technology involved in the target technology resource.

[0066] If the target technical resource is technology, then the technology involved in the target technical resource is the target technical resource. If the target technical resource is a patent, then the technology involved in the target technical resource is the technology protected by the target technical resource.

[0067] The maturity of the technology involved in the target technology resource can be defined as the proportion of the number of devices using the target technology resource that have been applied to the industries to which the target technology resource can be applied, to the total number of devices that have been applied to the industries to which the target technology resource can be applied.

[0068] In one possible implementation, in step S102, calculating the target technology resource value coefficient based on the characteristics of the target technology resource includes: when the target technology resource is a target technology, calculating the innovativeness and technological maturity of the target technology resource based on its characteristics; and calculating the technology resource coefficient based on the innovativeness and technological maturity of the target technology resource.

[0069] In step S102, the sum of the innovativeness of the target technology resource and the technology maturity of the target technology resource is determined as the technology resource coefficient of the target technology resource, or the average value of the innovativeness of the target technology resource and the technology maturity of the target technology resource is determined as the technology resource coefficient of the target technology resource.

[0070] In step S103, based on the characteristics of the target entity resource, the target entity resource value coefficient is calculated. The target entity resource value coefficient includes the following items: entity resource technology coefficient, entity resource scarcity coefficient, entity resource timeliness coefficient, entity resource application breadth coefficient, and entity resource risk coefficient.

[0071] In this embodiment of the application, the entity resource value coefficient of the target entity resource is called the target entity resource value coefficient.

[0072] In this application embodiment, the entity resource technology coefficient of the target entity resource includes: the technological advancement of the target entity resource.

[0073] The technological sophistication of the target entity's resources can be scored.

[0074] The level of technological advancement of a target entity resource can reflect the degree of advancement of that resource.

[0075] The greater the technological advancement of the target entity resource, the higher the level of advancement of the target entity resource.

[0076] The technological advancement of a target entity resource can be calculated based on the parameters used to calculate the technological advancement of the entity resource, the pre-set correspondence between the parameters used to calculate the technological advancement of the entity resource and the technological advancement of the entity resource.

[0077] The parameters used to calculate the technological advancement of a target entity resource may include: the technical parameters of the target entity resource, and the technical parameters of various levels of advancement of entity resources belonging to the target entity resource type that have been applied to the industries to which the target entity resource can be applied.

[0078] In the embodiments of this application, the entity resource scarcity coefficient of the target entity resource includes: the degree of scarcity of the target entity resource.

[0079] The scarcity of the target entity's resources can be represented by a score.

[0080] The higher the scarcity of the target entity's resources, the scarcer the target entity's resources become.

[0081] The scarcity of a target entity resource can be calculated based on the parameters used to calculate the scarcity of the entity resource, the pre-set correspondence between the parameters used to calculate the scarcity of the entity resource and the scarcity of the entity resource.

[0082] The parameters used to calculate the scarcity of a target entity resource may include: the proportion of existing entity resources of the type to which the target entity resource belongs in the sub-sectors to which the target entity resource can be applied, to the number of technical resources of the type to which the target technical resource belongs in the industry to which the target entity resource can be applied.

[0083] In this embodiment of the application, the timeliness coefficient of the target entity resource can be a score.

[0084] The magnitude of the timeliness coefficient of a target entity resource can reflect the strength of its timeliness.

[0085] The higher the timeliness coefficient of the target entity resource, the earlier the target entity resource can be used, and the stronger the timeliness of the target entity resource.

[0086] The entity resource scarcity coefficient can be calculated based on the parameters used to calculate the entity resource scarcity coefficient, the pre-set correspondence between the parameters used to calculate the entity resource scarcity coefficient and the entity resource scarcity coefficient.

[0087] The parameters used to calculate the scarcity coefficient of a target entity resource may include: the time period during which the target entity resource can be used, and the time difference between the current time and the most recent time during which the target entity resource can be used. The most recent time during which the target entity resource can be used can be the start time of the time period most recent to the current time during which the target entity resource can be used.

[0088] In this embodiment of the application, the entity resource application breadth coefficient of the target entity resource can be a score.

[0089] The magnitude of the entity resource application breadth coefficient can reflect the degree of application of the target entity resource.

[0090] The greater the breadth coefficient of the target entity resource application, the more widely the target entity resource is applied.

[0091] The entity resource application breadth coefficient of the target entity resource can be calculated based on the parameters used to calculate the entity resource application breadth coefficient, the pre-set correspondence between the parameters used to calculate the entity resource application breadth coefficient and the entity resource application breadth coefficient.

[0092] The parameters used to calculate the application breadth coefficient of the target entity resource can include: the industry to which the target entity can be applied and the commodity category to which the production process to which the target entity resource can be applied.

[0093] In this embodiment of the application, the entity resource risk coefficient of the target entity resource can be a score.

[0094] The magnitude of the entity resource risk coefficient of a target entity resource reflects the level of infringement risk associated with using that target entity resource. A higher entity resource risk coefficient indicates a higher risk of infringement when using that target entity resource.

[0095] The entity resource risk coefficient can be calculated based on the parameters used to calculate the entity resource risk coefficient, the pre-set correspondence between the parameters used to calculate the entity resource risk coefficient and the entity resource risk coefficient.

[0096] The parameters used to calculate the risk coefficient of a target entity resource may include: the maturity of the technology used by the target entity resource.

[0097] The maturity of the technology adopted by the target entity resource can be defined as the proportion of the number of devices that have been applied to the industries to which the target entity resource can be applied and that adopt the technology adopted by the target entity resource and belong to the type of the target entity resource, to the total number of devices that have been applied to the industries to which the target entity resource can be applied and belong to the type of the target entity resource.

[0098] In one possible implementation, step S103, calculating the target entity resource value coefficient based on the characteristics of the target entity resource includes: when the target entity resource is a target device, calculating the technological advancement of the target entity resource, the degree of fit between the technical parameters of the target entity resource and the conditions required for research conducted by the target technology resource provider using the entity resource obtained through resource exchange, and calculating the entity resource technology coefficient based on the technological advancement of the target entity resource, the degree of fit between the technical parameters of the target entity resource and the conditions required for research conducted by the target technology resource provider using the entity resource obtained through resource exchange; determining the scarcity of the target entity resource and whether the target entity resource can be used exclusively based on the characteristics of the target technology resource, and calculating the entity resource scarcity coefficient based on the scarcity of the target entity resource and whether the target entity resource can be used exclusively.

[0099] The conditions required for research conducted by the target technology resource provider using the entity resources obtained through resource exchange may include at least one sub-condition. The number of sub-conditions satisfied by the target entity resource can be determined based on its technical parameters. Dividing the number of sub-conditions satisfied by the target entity resource by the total number of sub-conditions within that condition yields the degree of fit between the technical parameters of the target entity resource and the conditions required for research conducted by the target technology resource provider using the entity resources obtained through resource exchange.

[0100] Preset scores are corresponding to whether the target entity resource can be used exclusively or not. The preset score for the target entity resource that can be used exclusively is higher than the preset score for the target entity resource that cannot be used exclusively.

[0101] The entity resource scarcity coefficient of the target entity resource can be determined by the sum of the preset scores corresponding to the scarcity of the target entity resource and whether the target entity resource can be exclusively used, or by the average of the preset scores corresponding to the scarcity of the target entity resource and whether the target entity resource can be exclusively used.

[0102] As an example, the target technology resource is a technology applicable to the fresh food industry. Based on the successful pilot testing of the target technology resource, its technological maturity and innovativeness, the technology resource coefficient is calculated to be 0.8, with the maximum coefficient being 1. Based on the proportion of technologies in the sub-techniques of the target technology resource's technical field to the total number of technologies in the target technology field, the technology resource scarcity coefficient is calculated to be 0.9. The target technology resource is designed for seasonal fruits and vegetables, resulting in a technology resource timeliness coefficient of 0.95, indicating strong timeliness. The target technology resource has wide application in the fresh food industry, resulting in a technology resource application breadth coefficient of 0.85. The target technology resource is relatively mature, and the risk of infringement associated with its use is low, resulting in a technology resource risk coefficient of 0.9.

[0103] In step S104, the assessed value of the target technology resource is calculated based on the target technology resource value coefficient and the weight of the target technology resource value coefficient. The weight of the target technology resource value coefficient includes the weight of each item in the target technology resource value coefficient.

[0104] The weights of the target technology resource value coefficient include: the weight of the technology resource coefficient, the weight of the technology resource scarcity coefficient, the weight of the technology resource timeliness coefficient, the weight of the technology resource application breadth coefficient, and the weight of the technology resource risk coefficient.

[0105] In step S104, the weights of the target technology resource value coefficients can be obtained from the dynamic weight configuration library.

[0106] In one possible implementation, in step S104, the weighted sum of each item in the target technical resource value coefficient is determined as the assessed value of the target technical resource.

[0107] In step S105, the assessed value of the target entity resource is calculated based on the target entity resource value coefficient and the weight of the target entity resource value coefficient. The weight of the target entity resource value coefficient includes the weight of each item in the target entity resource value coefficient.

[0108] The weights of the target entity resource value coefficient include: the weight of the entity resource technology coefficient, the weight of the entity resource scarcity coefficient, the weight of the entity resource timeliness coefficient, the weight of the entity resource application breadth coefficient, and the weight of the entity resource risk coefficient.

[0109] In one possible implementation, the weighted sum of each term in the target entity resource value coefficient is used to determine the assessed value of the target entity resource.

[0110] In this embodiment, the Recognized Value (RVE) of the target entity resource is bound to the target technology resource provider. The RVE of the target technology resource is also bound to the target technology resource provider. The resource exchange is published to resource exchange marketplaces on multiple types of resource exchange platforms. These platforms provide RVE-based search, comparison, and matching services. Equivalent or differential exchange of two or more resources based on their RVEs is supported.

[0111] In one possible implementation, calculating the assessed value of a target technological resource based on its value coefficient and weight includes: calculating the assessed value of the target technological resource based on its benchmark value, its value coefficient, and its weight; and calculating the assessed value of a target entity resource based on its value coefficient and weight includes: calculating the assessed value of the target entity resource based on its benchmark value, its value coefficient, and its weight.

[0112] In one possible implementation, calculating the assessed value of the target technical resource based on its benchmark value, value coefficient, and weights includes: calculating the weighted sum of all terms in the target technical resource value coefficient; and determining the assessed value of the target technical resource by multiplying the weighted sum of all terms in the target technical resource value coefficient by its benchmark value. Similarly, calculating the assessed value of the target entity resource based on its benchmark value, value coefficient, and weights includes: calculating the weighted sum of all terms in the target entity resource value coefficient; and determining the assessed value of the target entity resource by multiplying the weighted sum of all terms in the target entity resource value coefficient by its benchmark value.

[0113] The benchmark value of the target entity resource can be obtained from the benchmark value mapping table.

[0114] The benchmark value of the target entity resource is: the price per unit of the quantity of the target entity resource.

[0115] For example, the unit of quantity of the target entity resource is tons, and the benchmark value of the target entity resource is 8,000 yuan / ton.

[0116] The benchmark value of the target entity resource can be preset.

[0117] In one possible implementation, the benchmark value of the target entity resource can be: the market fair price per unit of the type of resource to which the target entity resource belongs, or the cost price per unit of the target entity resource.

[0118] The benchmark value of the target technology resource can be: the unit R&D cost of the technology involved in the target technology resource, that is, the R&D cost per person per day.

[0119] In step S106, when the recommended resource replacement conditions are met, the assessed value of the target entity resource is sent to the target technology resource provider, and the assessed value of the target technology resource is sent to the target entity resource provider.

[0120] It should be noted that, in the embodiments of this application, value can be price. The assessed value of the target entity resource can be the assessed price of the target entity resource. The assessed value of the target technology resource can be the assessed price of the target technology resource.

[0121] In one possible implementation, the recommended resource replacement condition can be that the target entity resource meets the requirements for the release of the target technology resource.

[0122] In one possible implementation, the recommended resource exchange conditions may include: the target entity resource meets the requirements for the release of the target technology resource, the target technology resource meets the requirements for the release of the target entity resource provider, and the difference between the assessed value of the target entity resource and the assessed value of the target technology resource is less than a difference threshold.

[0123] In step S107, when both the target technology resource provider and the target entity resource provider agree to conduct a resource exchange between the target technology resource and the target entity resource, the resource exchange between the target technology resource and the target entity resource is carried out.

[0124] It should be noted that when the target technology resource provider and the target physical resource provider do not negotiate and both agree to a resource swap involving the target technology resource and the target physical resource, the transaction value of the target technology resource is: the assessed value of the target technology resource.

[0125] The transaction value of the target entity resource is: the assessed value of the target entity resource.

[0126] When at least one of the target technology resources and the target entity resources is negotiated, and both the target technology resource provider and the target entity resource provider agree to a resource swap involving the target technology resources and the target entity resources, the transaction value of the target technology resources and the negotiated resources within the target technology resources is: the value of the target technology resources and the negotiated resources within the target technology resources when both the target technology resource provider and the target entity resource provider agree to a resource swap involving the target technology resources and the target entity resources. The negotiation of the target technology resources and the negotiated resources within the target technology resources includes at least one value adjustment. The initial value adjustment involves adding or subtracting value from the assessed value of the target technology resources and the negotiated resources within the target technology resources. After the initial value adjustment, the value of the target technology resources and the negotiated resources within the target technology resources is one of the following: the sum of the negotiated resources and the value increased through the initial value adjustment; or the assessed value of the target technology resources and the negotiated resources within the target technology resources minus the value decreased through the initial value adjustment.

[0127] When both the target technology resource provider and the target entity resource provider agree to conduct a resource swap involving the target technology resource and the target entity resource, they sign electronic contracts through multiple types of resource swap platforms to specify the delivery details of the target technology resource and the target entity resource.

[0128] As an example, the target technology resource provider is a university, the target physical resource provider is a company, the target technology resource is a patent, and the target physical resource is a cold storage facility. Both the target technology resource provider and the target physical resource provider sign electronic contracts through multiple types of resource exchange platforms to stipulate the details of the patent licensing and the transfer of the right to use the cold storage facility.

[0129] Resource swaps involving target technology resources and target physical resources may include: in response to the completion of the delivery of the target technology resources by the target technology resource provider, transferring the transaction value of the target technology resources or the rights corresponding to the transaction value of the target technology resources to the account of the target technology resource provider; in response to the completion of the delivery of the target physical resources by the target physical resource provider, transferring the transaction value of the target physical resources or the rights corresponding to the transaction value of the target physical resources to the account of the target physical resource provider.

[0130] The delivery of the target technology resource by the target technology resource provider is as follows: the target technology resource provider delivers the target technology resource to the target entity resource provider.

[0131] The delivery of target entity resources by the target entity resource provider is as follows: the target entity resource provider delivers the target entity resources to the target technology resource provider.

[0132] In one possible implementation, decentralized resource exchange platforms of various types, such as blockchain, can be used to conduct resource exchange between target technological resources and target entity resources.

[0133] In one possible implementation, after sending the assessed value of the target entity resource to the target technology resource provider and the assessed value of the target technology resource to the target entity resource provider, the method provided in this application embodiment further includes step S108.

[0134] In step S108, when the target technology resource provider and the target entity resource provider have not negotiated a price and both agree to a resource swap involving the target technology resource and the target entity resource, the assessed value of the target technology resource is determined as the transaction value of the target technology resource, and the assessed value of the target entity resource is determined as the transaction value of the target entity resource. When the target technology resource provider and the target entity resource provider have negotiated a price and both agree to a resource swap involving the target technology resource and the target entity resource, the negotiated value of the target technology resource is determined as the transaction value of the target technology resource, and the negotiated value of the target entity resource is determined as the transaction value of the target entity resource. After the resource swap is completed, the transaction value of the target technology resource, the transaction value of the target entity resource, and the satisfaction ratings of the target technology resource provider and the target entity resource provider regarding the resource swap are added to the resource swap record.

[0135] The value of the target technology resource after negotiation refers to the value of the target technology resource at the end of the negotiation between the target technology resource provider and the target entity resource provider.

[0136] In this embodiment, multiple types of resource exchange platforms can add the transaction value of the target technology resource, the transaction value of the target entity resource, and the satisfaction ratings of both the target technology resource provider and the target entity resource provider for the resource exchange to the resource exchange record. This allows relevant personnel to understand the details of the resource exchange, improving their convenience in accessing such information.

[0137] In one possible implementation, the method provided in this application embodiment further includes step S109.

[0138] In step S109, when a value-deviation entity resource with a discrepancy between its appraised value and its transaction value is determined based on the resource exchange record, and / or a value-deviation technology resource with a discrepancy between its appraised value and its transaction value is determined based on the resource exchange record, the weights of the terms in the entity resource value coefficient are adjusted according to the discrepancy between the appraised value and the transaction value of the value-deviation entity resource, and / or the weights of the terms in the technology resource value coefficient are adjusted according to the discrepancy between the appraised value and the transaction value of the value-deviation technology resource.

[0139] It should be noted that the weight of each item in the entity resource value coefficient for each entity resource is the same. Similarly, the weight of items of the same type in the technology resource value for each technology resource is the same.

[0140] For a given entity resource, if there is a difference between the assessed value of the entity resource in the resource exchange record and the transaction price of the entity resource in the resource exchange record, then the entity resource is a value-deviation entity resource.

[0141] If there is a difference between the assessed value of a technology resource in the resource exchange record and the transaction price of the technology resource in the resource exchange record, then the technology resource is a value-deviation technology resource.

[0142] Adjusting the weights of items in the technical resource value coefficient and / or the physical resource value coefficient is used to: reduce the difference between the assessed value and the transaction value of technical resources, improve the accuracy of the assessed value, minimize negotiation, and improve the efficiency of completing resource exchanges.

[0143] In one possible implementation, in step S109, adjusting the weights of items in the entity resource value coefficient based on the deviation between the assessed value and the transaction value of the entity resource with value deviation includes: using an optimization algorithm to adjust the weights of items in the entity resource value coefficient based on the deviation between the assessed value and the transaction value of the entity resource with value deviation, or adjusting the weights of items in the entity resource value coefficient based on new weights of items submitted by personnel involved in the maintenance of multiple types of resource exchange platforms.

[0144] In one possible implementation, in step S109, adjusting the weights of items in the technical resource value coefficient based on the deviation between the assessed value and the transaction value of the technical resource with value deviation includes: using an optimization algorithm to adjust the weights of items in the technical resource value coefficient based on the deviation between the assessed value and the transaction value of the technical resource with value deviation, or adjusting the weights of items in the technical resource value coefficient based on new weights of items submitted by personnel involved in the maintenance of multiple types of resource exchange platforms.

[0145] Optimization algorithms can be used to update the parameters of a neural network during training, such as stochastic gradient descent. The deviation between the assessed value and the transaction value of a value-biased physical resource, and the deviation between the assessed value and the transaction value of a value-biased technical resource, are considered as the loss between the predicted result corresponding to the training data and the training data label of the neural network. The weights of the terms in the physical resource value coefficient and the weights of the terms in the technical resource value coefficient are considered as parameters in the neural network.

[0146] Using an optimization algorithm, based on the deviation between the assessed value and the transaction value of the value-deviation physical resource, new weights are calculated for the terms in the physical resource value coefficient, and these weights are adjusted accordingly. Similarly, using the optimization algorithm, based on the deviation between the assessed value and the transaction value of the value-deviation technical resource, new weights are calculated for the terms in the technical resource value coefficient, and these weights are adjusted accordingly.

[0147] Those skilled in the art will further recognize that the units and algorithm steps of the various examples described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, computer software, or a combination of both. To clearly illustrate the interchangeability of hardware and software, the components and steps of the various examples have been generally described in terms of functionality in the foregoing description. Whether these functions are implemented in hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of this application.

[0148] The steps of the methods or algorithms described in conjunction with the embodiments disclosed herein can be implemented in hardware, a software module executed by a processor, or a combination of both. The software module can be located in random access memory (RAM), main memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other form of storage medium known in the art.

[0149] The specific embodiments described above further illustrate the purpose, technical solution, and beneficial effects of this application. It should be understood that the above description is only a specific embodiment of this application and is not intended to limit the scope of protection of this application. Any modifications, equivalent substitutions, improvements, etc., made within the spirit and principles of this application should be included within the scope of protection of this application.

Claims

1. A method for resource substitution of multiple types, characterized in that: The method includes: Acquire the characteristics of the target technology resources provided by the target technology resource provider and the characteristics of the target entity resources provided by the target entity resource provider; Based on the characteristics of the target technology resources, the target technology resource value coefficient is calculated. The target technology resource value coefficient includes the following items: technology resource coefficient, technology resource scarcity coefficient, technology resource timeliness coefficient, technology resource application breadth coefficient, and technology resource risk coefficient. Based on the characteristics of the target entity resources, the target entity resource value coefficient is calculated. The target entity resource value coefficient includes the following items: entity resource technology coefficient, entity resource scarcity coefficient, entity resource timeliness coefficient, entity resource application breadth coefficient, and entity resource risk coefficient. The assessed value of the target technology resources is calculated based on the target technology resource value coefficient and its weight. The weight of the target technology resource value coefficient includes the weight of each item in the target technology resource value coefficient. The assessed value of the target entity resources is calculated based on the target entity resource value coefficient and the weight of the target entity resource value coefficient. The weight of the target entity resource value coefficient includes the weight of each item in the target entity resource value coefficient. When the conditions for recommended resource exchange are met, the assessed value of the target entity resource is sent to the target technology resource provider, and the assessed value of the target technology resource is also sent to the target entity resource provider. The resource exchange shall be carried out when both the target technology resource provider and the target entity resource provider agree to conduct a resource exchange for the target technology resource and the target entity resource.

2. The method according to claim 1, characterized in that: The assessed value of the target technology resources is calculated based on the target technology resource value coefficient and its weight, including: The assessed value of the target technology resource is calculated based on its benchmark value, value coefficient, and weights. Similarly, the assessed value of the target entity resource is calculated based on its value coefficient and weights. The assessed value of the target entity resource is calculated based on its benchmark value, value coefficient, and weight.

3. The method according to claim 2, characterized in that: The assessed value of the target technology resource is calculated based on its benchmark value, value coefficient, and weight. Calculate the weighted sum of all terms in the target technology resource value coefficient; The assessed value of the target technology resource is determined by multiplying the weighted sum of all terms in the target technology resource value coefficient with the benchmark value of the target technology resource; and the assessed value of the target entity resource is calculated based on the benchmark value, the target entity resource value coefficient, and the weights of the target entity resource value coefficient, including: Calculate the weighted sum of all terms in the resource value coefficient of the target entity; The assessed value of the target entity resource is determined by multiplying the weighted sum of all terms in the target entity resource value coefficient with the benchmark value of the target entity resource.

4. The method according to claim 1, characterized in that: The target technology resource provider is a university, the target entity resource provider is an enterprise, and the target technology resource is the target technology or the target patent.

5. The method according to claim 1, characterized in that: Based on the characteristics of the target technology resources, the target technology resource value coefficient is calculated as follows: When the target technology resource is a target technology, the innovativeness and technological maturity of the target technology resource are calculated based on its characteristics. The technology resource coefficient of the target technology resource is calculated based on its innovativeness and technological maturity.

6. The method according to claim 1, characterized in that: Based on the characteristics of the target entity resource, the target entity resource value coefficient is calculated as follows: When the target entity resource is the target equipment, based on the characteristics of the target entity resource, the following are calculated: the technological advancement of the target entity resource; the degree of fit between the technical parameters of the target entity resource and the conditions required for research conducted by the target technology resource provider using the entity resource obtained through resource exchange; and... The entity resource technology coefficient of the target entity resource is calculated based on the technological advancement of the target entity resource, the degree of fit between the technical parameters of the target entity resource and the conditions required for the research conducted by the entity resource obtained through resource exchange. Based on the characteristics of the target technical resources, determine the scarcity of the target entity resources, whether the target entity resources can be used exclusively, and calculate the entity resource scarcity coefficient of the target entity resources based on the scarcity of the target entity resources and whether the target entity resources can be used exclusively.

7. The method according to claim 1, characterized in that: After sending the assessed value of the target entity resources to the target technology resource provider and the assessed value of the target technology resources to the target entity resource provider, the method further includes: When the target technology resource provider and the target physical resource provider have not negotiated a price and both parties agree to a resource swap involving the target technology resource and the target physical resource, the assessed value of the target technology resource shall be determined as the transaction value of the target technology resource, and the assessed value of the target physical resource shall be determined as the transaction value of the target physical resource. When the target technology resource provider and the target entity resource provider negotiate a price and both parties agree to a resource swap involving the target technology resource and the target entity resource, the negotiated value of the target technology resource shall be determined as the transaction value of the target technology resource, and the negotiated value of the target entity resource shall be determined as the transaction value of the target entity resource. After the resource exchange is completed, the transaction value of the target technology resource, the transaction value of the target entity resource, and the satisfaction ratings of the target technology resource provider and the target entity resource provider for the resource exchange are added to the resource exchange record.

8. The method according to claim 7, characterized in that: The method further includes: When determining, based on resource exchange records, a value-deviation entity resource with a discrepancy between its appraised value and transaction value, and / or a value-deviation technology resource with a discrepancy between its appraised value and transaction value, the weights of the terms in the entity resource value coefficient are adjusted according to the discrepancy between the appraised value and the transaction value of the value-deviation entity resource, and / or the weights of the terms in the technology resource value coefficient are adjusted according to the discrepancy between the appraised value and the transaction value of the value-deviation technology resource.

9. The method according to claim 8, characterized in that: The weights of the terms in the entity resource value coefficient are adjusted based on the deviation between the assessed value of the entity resource and the transaction value of the entity resource with value deviation, including: Using optimization algorithms, the weights of items in the entity resource value coefficient are adjusted based on the deviation between the assessed value and the transaction value of the entity resource with value deviation. Alternatively, the weights of items in the entity resource value coefficient are adjusted based on the new weights of items submitted by personnel involved in the maintenance of multiple types of resource exchange platforms.

10. The method according to claim 8, characterized in that: The weights of the terms in the value coefficient of the technology resource are adjusted based on the deviation between the assessed value of the technology resource and the transaction value of the technology resource with value deviation. Using optimization algorithms, the weights of items in the technical resource value coefficient are adjusted based on the deviation between the assessed value of the technical resource and the transaction value of the technical resource with value deviation. Alternatively, the weights of items in the technical resource value coefficient are adjusted based on the new weights of items submitted by personnel who participate in the maintenance of multiple types of resource exchange platforms.

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