CN112231549A - Patent value evaluation method, system, equipment and storage medium - Google Patents

Patent value evaluation method, system, equipment and storage medium Download PDF

Info

Publication number
CN112231549A
CN112231549A CN202010807799.0A CN202010807799A CN112231549A CN 112231549 A CN112231549 A CN 112231549A CN 202010807799 A CN202010807799 A CN 202010807799A CN 112231549 A CN112231549 A CN 112231549A
Authority
CN
China
Prior art keywords
score
evaluation
classification
coefficient
value evaluation
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
CN202010807799.0A
Other languages
Chinese (zh)
Inventor
王亚利
吴朋
许灵慧
肖燕
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangsu Province Patent Information Service Center (jiangsu Province Intellectual Property Rights Assistance Center)
Original Assignee
Jiangsu Province Patent Information Service Center (jiangsu Province Intellectual Property Rights Assistance Center)
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Jiangsu Province Patent Information Service Center (jiangsu Province Intellectual Property Rights Assistance Center) filed Critical Jiangsu Province Patent Information Service Center (jiangsu Province Intellectual Property Rights Assistance Center)
Priority to CN202010807799.0A priority Critical patent/CN112231549A/en
Publication of CN112231549A publication Critical patent/CN112231549A/en
Withdrawn legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/95Retrieval from the web
    • G06F16/953Querying, e.g. by the use of web search engines
    • G06F16/9535Search customisation based on user profiles and personalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/18Legal services; Handling legal documents
    • G06Q50/184Intellectual property management

Abstract

The invention provides a patent value evaluation method, a system, equipment and a storage medium, comprising the following steps: searching according to the application number or the publication number of the patent to acquire the detailed information of the patent; building a patent value evaluation model based on the patent detailed information and the evaluation coefficient; the patent value evaluation model is used for calculating the patent evaluation value, the patent value evaluation model is used for analyzing the detailed information of various patents, the score is finally given, and the patent value evaluation model can be customized by modifying the score coefficient to meet the requirements of various value evaluation modes.

Description

Patent value evaluation method, system, equipment and storage medium
Technical Field
The invention relates to the technical field of patent evaluation algorithms, in particular to a patent value evaluation method, a system, equipment and a storage medium.
Background
Patent value evaluation is a main measure and important content implemented by the national intellectual property strategy outline, and with the wide application of patent value in the economic society, scientific, reasonable and operational patent value analysis and evaluation methods are concerned by the theoretical and practical circles at home and abroad in recent years. The patent value evaluation has direct influence on activities such as intangible asset evaluation, enterprise operation management, stock right transaction and purchase, technical research and development projects and the like; indicators of patent value assessment typically include technical, economic and legal values. There is therefore a need for a standardized value assessment system that is not distracted by subjective factors.
Disclosure of Invention
The invention aims to provide a patent value evaluation method, a system, equipment and a storage medium, which are used for carrying out objective value evaluation on patent values and giving reasonable scores.
In order to achieve the above object, an aspect of the present invention provides a method for evaluating patent value, including the steps of:
step S1, searching according to the application number or the publication number of the patent, and acquiring the detailed information of the patent;
step S2, extracting patent evaluation items based on the patent detailed information, and calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items, wherein the patent evaluation items comprise claim numbers, layout country numbers, agency mechanism conditions, main classification numbers and classification number numbers;
in step S3, each patent evaluation item and its score are input into the patent value evaluation model to obtain the evaluation result of the patent value.
Further, in step S2, the method further includes the following steps:
step S201, acquiring the number of claims of the patent;
step S202, calculating a score coefficient P1 of claim count, wherein:
when p1<3, score 0;
when 3 ═ p1<9, 25- (9-p1) × 3 points are obtained;
when p1 is more than or equal to 9, 25 points are obtained.
Further, in step S2, the method further includes the following steps:
step S203, acquiring the number of the layout countries of the patent;
step S204, calculating a score coefficient P2 of the number of layout countries, wherein:
when p2 is more than or equal to 2, 25 points are obtained;
when p2 is 1, 12.5 points are obtained;
when p2 is 0, a score of 0 is obtained.
Further, in step S2, the method further includes the following steps:
step S205, acquiring the agency condition of the patent;
step S206, calculating a score coefficient P3 for the agency situation, wherein:
when P3 is more than or equal to 1, 5 points are obtained;
when P3 is 0, a score of 0 is obtained.
Further, in step S2, the method further includes the following steps:
step S207, acquiring the main classification number of the patent;
step S208, calculating the innovation difficulty score coefficient P4 of the patent according to the principal classification number, including:
acquiring a coefficient n1 corresponding to the part where the main classification number is located;
acquiring a coefficient n2 corresponding to the main classification number;
and calculating a final score P4, wherein when n1 does not exist, the score P4 is n2 × 25, when n2 does not exist, the score P4 is n1 × 25, and when both n1 and n2 exist, the score P4 is n2/n1 × 25.
Further, in step S2, the method further includes the following steps:
step S209, acquiring the number n3 of classification numbers of the patent;
step S210, calculating a technology application range score coefficient P5 according to the number of classification numbers, wherein:
when the part of the main classification number is A or B, when the classification number n3 is not less than 5, P5 is 20 points, and when the classification number is less than 5, P5 is 20- (5-n 3) × 4;
when the part of the main classification number is C or D, when the classification number n3 is not less than 6, P5 is 20 points, and when the classification number n3 is less than 6, P5 is 20- (6-n 3) × 3;
when the number of classification symbols n3 is not less than 4, P5 is 20 points, and when the number of classification symbols n3 is less than 4, P5 is 20- (4-P5) × 5, the number of classification symbols is E, F, G, H.
Further, in step S3, the method further includes the following steps:
s301, acquiring a score coefficient P1 of claim number, a score coefficient P2 of layout country number, a score coefficient P3 of agency situation, a creation difficulty score coefficient P4 and a technical application range score coefficient P5;
s302, constructing a patent value evaluation model, wherein the patent value evaluation model is as follows:
V-P1 + P2+ P3+ P4+ P5, where V is the patent evaluation value.
In another aspect, the present invention further provides a system for evaluating patent value, including:
the retrieval module is used for retrieving according to the application number or the publication number of the patent to acquire the detailed information of the patent;
the extraction module is used for extracting patent evaluation items based on the detailed patent information, calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items, wherein the patent evaluation items comprise claim numbers, layout country numbers, agency mechanism conditions, main classification numbers and classification number numbers;
and the evaluation module is used for inputting each patent evaluation item and the score thereof into the patent value evaluation model to obtain an evaluation result of the patent value.
Furthermore, the system also comprises a data interface module, wherein the data interface module comprises a first program interface and a second program interface, the first program interface is used for accessing an external patent data source through an external program, and the external program accesses the inside of the system through the second program interface to obtain a patent value evaluation result.
In another aspect, the present invention also provides a computer device comprising a memory and a processor, the memory storing a computer program, the computer program, when executed by the processor, causing the processor to perform the steps of the method as described above.
In another aspect, the present invention also provides a computer-readable storage medium, in which a computer program is stored, the computer program comprising program instructions which, when executed by a processor, cause the processor to carry out the steps of the method as described above.
The invention provides a patent value evaluation method, a system, equipment and a storage medium, comprising the following steps: searching according to the application number or the publication number of the patent to acquire the detailed information of the patent; extracting patent evaluation items based on the detailed patent information, and calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items; the patent evaluation items and the scores thereof are input into the patent value evaluation model to obtain the evaluation result of the patent value, the detailed information of various patents is analyzed, the scores are finally given, and the patent value evaluation model can be customized by modifying the score coefficients to meet the requirements of various value evaluation modes.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a flow chart of a method of patent value assessment in accordance with one embodiment of the present invention.
FIG. 2 is a flow chart of the patenting score coefficient calculation according to an embodiment of the invention.
FIG. 3 is a flow chart of a method of a patent value assessment process in accordance with one embodiment of the present invention.
Fig. 4 is a system architecture diagram of a patent value evaluation system according to an embodiment of the present invention.
Fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the following description, reference is made to "some embodiments" which describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or different subsets of all possible embodiments, and may be combined with each other without conflict.
Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. The terminology used herein is for the purpose of describing embodiments of the present application only and is not intended to be limiting of the application.
Fig. 1 is a flowchart of a method of evaluating a patent value according to an embodiment of the present invention, and as shown in fig. 1, the method of evaluating a patent value according to the present invention includes the following steps:
in step S1, a search is performed based on the application number or publication number of the patent, and the detailed information of the patent is acquired.
Specifically, the method accesses external patent resources through a data interface to search and obtain information such as patent claims, layout countries, agencies, IPC classifications and the like.
And S2, extracting patent evaluation items based on the patent detailed information, and calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items, wherein the patent evaluation items comprise the number of claims, the number of layout countries, the agency conditions, the number of main classification numbers and the number of classification numbers.
Specifically, as shown in fig. 2, in step S2, the method further includes the following steps:
in step S201, the number of claims of the patent is acquired.
Step S202, calculating a score coefficient P1 of claim count, wherein:
when the claim number is less than 3, P1 is 0 points;
when 3 ≤ claim number <9, 25- (9-P1) × 3 points P1;
when the claim number is more than or equal to 9, P1 is 25 points.
Step S203, acquiring the number of the layout countries of the patent;
step S204, calculating a score coefficient P2 of the number of layout countries, wherein:
when the number of the layout countries is more than or equal to 2, the number of P2 is 25;
when the number of the layout countries is 1, the number of P2 is 12.5 points;
when the number of the layout countries is 0, P2 is 0.
Step S205, acquiring the agency condition of the patent;
step S206, calculating a score coefficient P3 for the agency situation, wherein:
when the number of the proxy mechanisms is more than or equal to 1, 5 points are obtained;
when the agency number is 0, a score of 0 is obtained.
Step S207, acquiring the main classification number of the patent;
step S208, calculating the innovation difficulty score coefficient P4 of the patent according to the principal classification number, including:
acquiring a coefficient n1 corresponding to the part where the main classification number is located;
acquiring a coefficient n2 corresponding to the main classification number;
and calculating a final score P4, wherein when n1 does not exist, the score P4 is n2 × 25, when n2 does not exist, the score P4 is n1 × 25, and when both n1 and n2 exist, the score P4 is n2/n1 × 25.
Step S209, acquiring the number n3 of classification numbers of the patent;
step S210, calculating a technology application range score coefficient P5 according to the number of classification numbers, wherein:
when the part of the main classification number is A or B, when the classification number n3 is not less than 5, P5 is 20 points, and when the classification number is less than 5, P5 is 20- (5-n 3) × 4;
when the part of the main classification number is C or D, when the classification number n3 is not less than 6, P5 is 20 points, and when the classification number n3 is less than 6, P5 is 20- (6-n 3) × 3;
when the number of classification symbols n3 is not less than 4, P5 is 20 points, and when the number of classification symbols n3 is less than 4, P5 is 20- (4-P5) × 5, the number of classification symbols is E, F, G, H.
In step S3, each patent evaluation item and its score are input into the patent value evaluation model to obtain the evaluation result of the patent value.
As shown in fig. 3, in step S3, the method further includes the following steps:
s301, acquiring a score coefficient P1 of claim number, a score coefficient P2 of layout country number, a score coefficient P3 of agency situation, a creation difficulty score coefficient P4 and a technical application range score coefficient P5;
s302, constructing a patent value evaluation model, wherein the patent value evaluation model is as follows:
V-P1 + P2+ P3+ P4+ P5, where V is the patent evaluation value.
Fig. 4 is a system architecture diagram of a patent value evaluation system according to an embodiment of the present invention. As shown in fig. 4, the patent value evaluation system of the present invention, which implements the patent value evaluation, includes the steps as shown in the above method:
the retrieval module 100 is used for retrieving according to the application number or the publication number of a patent to acquire the detailed information of the patent;
the evaluation module 200 is used for constructing a patent value evaluation model based on the detailed patent information and the evaluation coefficient, and calculating the patent evaluation value by using the patent value evaluation model;
a verification module 300, wherein the verification module 300 is configured to verify an evaluation result of the patent value evaluation model, and adjust the score coefficient and the total score according to the evaluation result.
The data interface module 400, the data interface module 400 includes a first program interface and a second program interface, the first program interface is used for accessing an external patent data source through an external program, and the external program access accesses the inside of the system through the second program interface to obtain a patent value evaluation result.
Fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present invention. As shown in fig. 5, an electronic device of one embodiment of the invention includes one or more input devices 1000, one or more output devices 1000, one or more processors 3000, and memory 4000.
In one embodiment of the invention, the processor 1000, the input device 2000, the output device 3000, and the memory 4000 may be connected by a bus or other means. The input device 2000, the output device 3000 may be a standard wired or wireless communication interface.
The Processor 1000 may be a Central Processing Unit (CPU), and may be other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
Memory 4000 may be a high speed RAM memory or a non-volatile memory such as a disk memory. The memory 4000 is used to store a set of computer programs, and the input device 2000, the output device 3000, and the processor 1000 may call the program codes stored in the memory 4000.
The memory 4000 stores a computer program comprising program instructions that, when executed by the processor, cause the processor to perform the steps of the patent value assessment method as described in the above embodiments.
An embodiment of the present invention also provides a computer-readable storage medium. The computer readable storage medium may be a high speed RAM memory or a non-volatile memory such as a disk memory. The computer-readable storage medium may be connected through an external computing device or a network to read a set of computer programs stored in the computer-readable storage medium. The computer program stored in the computer-readable storage medium includes program instructions that, when executed by a processor, cause the processor to perform the steps of the patent value assessment method as described in the above embodiments.
Although embodiments of the present invention have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting the present invention, and that variations, modifications, substitutions and alterations can be made to the above embodiments by those of ordinary skill in the art within the scope of the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (11)

1. A patent value evaluation method is characterized by comprising the following steps:
step S1, searching according to the application number or the publication number of the patent, and acquiring the detailed information of the patent;
step S2, extracting patent evaluation items based on the patent detailed information, and calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items, wherein the patent evaluation items comprise claim numbers, layout country numbers, agency mechanism conditions, main classification numbers and classification number numbers;
in step S3, each patent evaluation item and its score are input into the patent value evaluation model to obtain the evaluation result of the patent value.
2. A patent value evaluation method according to claim 1, further comprising, in step S2, the steps of:
in step S201, the number of claims of the patent is acquired.
Step S202, calculating a score coefficient P1 of claim count, wherein:
when the claim number is less than 3, P1 is 0 points;
when 3 ≤ claim number <9, 25- (9-P1) × 3 points P1;
when the claim number is more than or equal to 9, P1 is 25 points.
3. A patent value evaluation method according to claim 2, further comprising, in step S2, the steps of:
step S203, acquiring the number of the layout countries of the patent;
step S204, calculating a score coefficient P2 of the number of layout countries, wherein:
when the number of the layout countries is more than or equal to 2, the number of P2 is 25;
when the number of the layout countries is 1, the number of P2 is 12.5 points;
when the number of the layout countries is 0, P2 is 0.
4. A patent value evaluation method according to claim 3, further comprising, in step S2, the steps of:
step S205, acquiring the agency condition of the patent;
step S206, calculating a score coefficient P3 for the agency situation, wherein:
when the number of the proxy mechanisms is more than or equal to 1, 5 points are obtained;
when the agency number is 0, a score of 0 is obtained.
5. A patent value evaluation method according to claim 4, further comprising, in step S2, the steps of:
step S207, acquiring the main classification number of the patent;
step S208, calculating the innovation difficulty score coefficient P4 of the patent according to the principal classification number, including:
acquiring a coefficient n1 corresponding to the part where the main classification number is located;
acquiring a coefficient n2 corresponding to the main classification number;
and calculating a final score P4, wherein when n1 does not exist, the score P4 is n2 × 25, when n2 does not exist, the score P4 is n1 × 25, and when both n1 and n2 exist, the score P4 is n2/n1 × 25.
6. A patent value evaluation method according to claim 5, further comprising, in step S2, the steps of:
step S209, acquiring the number n3 of classification numbers of the patent;
step S210, calculating a technology application range score coefficient P5 according to the number of classification numbers, wherein:
when the part of the main classification number is A or B, when the classification number n3 is not less than 5, P5 is 20 points, and when the classification number is less than 5, P5 is 20- (5-n 3) × 4;
when the part of the main classification number is C or D, when the classification number n3 is not less than 6, P5 is 20 points, and when the classification number n3 is less than 6, P5 is 20- (6-n 3) × 3;
when the number of classification symbols n3 is not less than 4, P5 is 20 points, and when the number of classification symbols n3 is less than 4, P5 is 20- (4-P5) × 5, the number of classification symbols is E, F, G, H.
7. The patent value evaluation method according to any one of claims 1 to 6, further comprising, in step S3, the steps of:
s301, acquiring a score coefficient P1 of claim number, a score coefficient P2 of layout country number, a score coefficient P3 of agency situation, a creation difficulty score coefficient P4 and a technical application range score coefficient P5;
s302, constructing a patent value evaluation model, wherein the patent value evaluation model is as follows:
V-P1 + P2+ P3+ P4+ P5, where V is the patent evaluation value.
8. A patent value evaluation system, comprising:
the retrieval module is used for retrieving according to the application number or the publication number of the patent to acquire the detailed information of the patent;
the extraction module is used for extracting patent evaluation items based on the detailed patent information, calculating corresponding scores of the patent evaluation items according to the score coefficients of the patent evaluation items, wherein the patent evaluation items comprise claim numbers, layout country numbers, agency mechanism conditions, main classification numbers and classification number numbers;
and the evaluation module is used for inputting each patent evaluation item and the score thereof into the patent value evaluation model to obtain an evaluation result of the patent value.
9. A patent value assessment system according to claim 8, further comprising:
the system comprises a data interface module, wherein the data interface module comprises a first program interface and a second program interface, the first program interface is used for accessing an external patent data source through an external program, and the external program accesses the inside of the system through the second program interface to obtain a patent value evaluation result.
10. A computer arrangement comprising a memory and a processor, the memory storing a computer program which, when executed by the processor, causes the processor to carry out the steps of the method according to any one of claims 1 to 7.
11. A computer-readable storage medium, characterized in that the computer-readable storage medium stores a computer program comprising program instructions which, when executed by a processor, cause the processor to carry out the steps of the method according to any one of claims 1 to 7.
CN202010807799.0A 2020-08-12 2020-08-12 Patent value evaluation method, system, equipment and storage medium Withdrawn CN112231549A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010807799.0A CN112231549A (en) 2020-08-12 2020-08-12 Patent value evaluation method, system, equipment and storage medium

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010807799.0A CN112231549A (en) 2020-08-12 2020-08-12 Patent value evaluation method, system, equipment and storage medium

Publications (1)

Publication Number Publication Date
CN112231549A true CN112231549A (en) 2021-01-15

Family

ID=74115406

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010807799.0A Withdrawn CN112231549A (en) 2020-08-12 2020-08-12 Patent value evaluation method, system, equipment and storage medium

Country Status (1)

Country Link
CN (1) CN112231549A (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113191870A (en) * 2021-01-19 2021-07-30 迅鳐成都科技有限公司 Intellectual property value evaluation method and system based on block chain
CN114612166A (en) * 2022-05-10 2022-06-10 浙江省标准化研究院(金砖国家标准化(浙江)研究中心、浙江省物品编码中心) System and method for analyzing necessary patents of industrial chain

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113191870A (en) * 2021-01-19 2021-07-30 迅鳐成都科技有限公司 Intellectual property value evaluation method and system based on block chain
CN113191870B (en) * 2021-01-19 2023-08-08 迅鳐成都科技有限公司 Intellectual property value evaluation method and system based on blockchain
CN114612166A (en) * 2022-05-10 2022-06-10 浙江省标准化研究院(金砖国家标准化(浙江)研究中心、浙江省物品编码中心) System and method for analyzing necessary patents of industrial chain

Similar Documents

Publication Publication Date Title
CN107992596B (en) Text clustering method, text clustering device, server and storage medium
CN112541338A (en) Similar text matching method and device, electronic equipment and computer storage medium
CN112231549A (en) Patent value evaluation method, system, equipment and storage medium
CN111460250A (en) Image data cleaning method, image data cleaning device, image data cleaning medium, and electronic apparatus
CN112199512B (en) Scientific and technological service-oriented case map construction method, device, equipment and storage medium
CN113849532A (en) Cache preheating method and device, computer equipment and storage medium
CN111651585A (en) Information verification method and device, electronic equipment and storage medium
CN112508456A (en) Food safety risk assessment method, system, computer equipment and storage medium
CN114662772A (en) Traffic noise early warning method, model training method, device, equipment and medium
CN108875050B (en) Text-oriented digital evidence-obtaining analysis method and device and computer readable medium
CN116383412A (en) Functional point amplification method and system based on knowledge graph
KR101456187B1 (en) Method for evaluating patents based on complex factors
CN115545753A (en) Partner prediction method based on Bayesian algorithm and related equipment
CN112435151B (en) Government information data processing method and system based on association analysis
CN105786929A (en) Information monitoring method and device
CN114493853A (en) Credit rating evaluation method, credit rating evaluation device, electronic device and storage medium
CN114358024A (en) Log analysis method, apparatus, device, medium, and program product
CN113095589A (en) Population attribute determination method, device, equipment and storage medium
CN112906776B (en) Index data processing method and device and computing equipment
CN113011088A (en) Method and system for calculating employee communication time
WO2021056740A1 (en) Language model construction method and system, computer device and readable storage medium
CN113190666A (en) Industrial intellectual property analysis method, system, equipment and storage medium
CN113724031A (en) Brand feature generation method and device, electronic equipment and computer readable medium
CN117273576A (en) Medical waste collection and transportation vehicle dispatching method, device, equipment and storage medium
CN117032789A (en) Business rule configuration and execution method, system, computer equipment and storage medium

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication
WW01 Invention patent application withdrawn after publication

Application publication date: 20210115