CN107247806A - A kind of patent big data analysis and enterprise's application platform - Google Patents
A kind of patent big data analysis and enterprise's application platform Download PDFInfo
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- CN107247806A CN107247806A CN201710537459.9A CN201710537459A CN107247806A CN 107247806 A CN107247806 A CN 107247806A CN 201710537459 A CN201710537459 A CN 201710537459A CN 107247806 A CN107247806 A CN 107247806A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/242—Query formulation
- G06F16/2423—Interactive query statement specification based on a database schema
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/282—Hierarchical databases, e.g. IMS, LDAP data stores or Lotus Notes
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/205—Parsing
- G06F40/216—Parsing using statistical methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/284—Lexical analysis, e.g. tokenisation or collocates
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2216/00—Indexing scheme relating to additional aspects of information retrieval not explicitly covered by G06F16/00 and subgroups
- G06F2216/11—Patent retrieval
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Abstract
The present invention discloses a kind of patent big data analysis and enterprise's application platform, is related to big data collection and analysis field, platform includes savings layer, computation layer, inquiry layer, application layer, wherein saving layer：Build database, including patent information storehouse, patent keywords database, company information storehouse, enterprises recruitment information bank, enterprise technology demand keywords database；Patent keywords database is integrated and obtained by the analysis of public opinion and extraction keyword in patent information storehouse, and enterprise technology demand keywords database extracts keyword and integrate acquisition by enterprise's essential information storehouse and the analysis of public opinion of enterprises recruitment information bank；Computation layer：By the matching of patent keywords database and enterprise technology demand keywords database, realize that enterprise associates with patent；Inquire about layer：Patents are inquired by related knowledge domain, and inquire relevant enterprise, simultaneously scan for patent obtain correlation enterprise or searching enterprise obtain Patents；Application layer：Periodically patent document is pushed for enterprise.
Description
Technical field
The present invention discloses a kind of platform, is related to big data collection and analysis field, specifically a kind of patent big data
Analysis and enterprise's application platform.
Background technology
In recent years, with the progressively in-depth and promotion of China's supply side structural reform, interprise's intensive management and industry liter
The development trend of level progressively shows.Abundant cutting edge technology and scientific and technological achievement is carry in Chinese patent data resource, high level
Patent Information Services and high-caliber patent information develop and use, effectively configure innovation resources for industry, enterprise, excite
Innovation vigor, lifting innovation benefit, the application of promotion innovation achievement, the raising market competitiveness have positive role.
The present invention proposes a kind of patent big data analysis and enterprise's application platform, is related to big data collection and is led with analysis
Domain, by the analysis to patent data and classification and the demand analysis of enterprise, that builds patent and enterprise demand associates platform.It is logical
Cross to patent data and enterprise technology demand data depth analysis, targetedly can provide customization, precision for enterprise
Patent technology information matching Push Service, further the difficulty of reduction enterprise acquiring technology information, grasps newest skill in time
Art R＆D direction and multidate information, so that adjustment market strategy or R＆D direction, the line of production in time, enterprise market is competing
Power and technical research innovation ability are striven, industrial structure upgrading and economic transition upgrading is promoted.
The content of the invention
There is provided a kind of analysis of patent big data and enterprise's application are flat with problem in view of the shortcomings of the prior art by the present invention
Platform, helps enterprise to adjust market strategy or R＆D direction, the line of production, the enterprise market competitiveness and technical research in time
Innovation ability, promotes industrial structure upgrading and economic transition upgrading.
Concrete scheme proposed by the present invention is：
A kind of patent big data is analyzed to include savings layer, computation layer, inquires about layer, answers with enterprise's application platform, the platform
With layer,
Wherein save layer：Build database, including patent information storehouse, patent keywords database, company information storehouse, enterprises recruitment
Information bank, enterprise technology demand keywords database；
Patent keywords database is integrated and obtained by the analysis of public opinion and extraction keyword in patent information storehouse,
Enterprise technology demand keywords database is extracted by enterprise's essential information storehouse and the analysis of public opinion of enterprises recruitment information bank
Keyword, which is integrated, to be obtained；
Computation layer：By the matching of patent keywords database and enterprise technology demand keywords database, realize that enterprise closes with patent
Connection；
Inquire about layer：Patents are inquired by related knowledge domain, and inquire relevant enterprise, patent is simultaneously scanned for
The enterprise or searching enterprise for obtaining correlation obtain Patents；
Application layer：Periodically patent document is pushed for enterprise.
Enterprise's essential information analysis is carried out by enterprise's essential information storehouse, it is known that enterprise name, business scope extract row
Industry keyword, then recruitment information analysis is carried out by enterprises recruitment information bank, obtain enterprises recruitment demand class and skill requirement
Classification and its proportion, learn enterprise developing direction and technical need at this stage, and extractive technique keyword utilizes the industry of extraction
Keyword and key problem in technology word set up enterprise technology demand keywords database.
By to the classification of patent, summary, text analysis, it is patented belonging to major class, art, carry out with
The association of enterprise.
NLP natural language processings are carried out to patent text and summary, participle, word frequency statisticses are carried out, keyword is extracted and goes forward side by side
Row keyword is sorted out, and classification is divided according to word frequency ranking.
Computation layer is associated using patent classification with association algorithm progress enterprise of enterprise with patent.
Computation layer obtains patent classification and the patent category associations index in enterprise's association algorithm, according to patent category associations
The size of index, determines enterprise and the patent degree of association.
Usefulness of the present invention is：
The present invention provides a kind of analysis of patent big data and enterprise's application platform, including savings layer, computation layer, inquiry layer,
Application layer, wherein saving layer：Build database, including patent information storehouse, patent keywords database, company information storehouse, enterprises recruitment
Information bank, enterprise technology demand keywords database；The analysis of public opinion and extraction keyword that patent keywords database passes through patent information storehouse
Integrate and obtain, enterprise technology demand keywords database is carried by enterprise's essential information storehouse and the analysis of public opinion of enterprises recruitment information bank
Keyword is taken to integrate acquisition；Computation layer：By the matching of patent keywords database and enterprise technology demand keywords database, enterprise is realized
Associated with patent；Inquire about layer：Patents are inquired by related knowledge domain, and inquire relevant enterprise, are simultaneously scanned for
Patent obtains the enterprise of correlation or searching enterprise obtains Patents；Application layer：Periodically patent document is pushed for enterprise；
Platform of the present invention realizes that targeting is pushed, precision using the technology matching degree model algorithm for setting up patent and enterprise
It is higher；The more accurate patent technology information that more easily obtains of enterprise creates condition.Can be targetedly simultaneously enterprise
Industry provides customization, the difficulty of the patent technology information matching Push Service, further reduction enterprise acquiring technology information of precision
Degree, grasps newest technical research direction and multidate information in time, so that adjustment market strategy or R＆D direction, product in time
Direction, the enterprise market competitiveness and technical research innovation ability, promote industrial structure upgrading and economic transition upgrading.
Brief description of the drawings
The configuration diagram of Fig. 1 platforms of the present invention；
Fig. 2 platform website publishing schematic diagrames of the present invention；
Fig. 3 platforms of the present invention analyze process schematic to enterprise's essential information；
Fig. 4 platforms of the present invention analyze process schematic to enterprises recruitment skill requirement；
Fig. 5 platforms of the present invention are to patent information analysis process schematic；
The classification associated exponentiation algorithm schematic diagram of Fig. 6 platforms of the present invention；
Fig. 7 platform technical ability classifications of the present invention and enterprise's association algorithm schematic diagram.
Embodiment
The present invention provides a kind of analysis of patent big data and enterprise's application platform, including savings layer, computation layer, inquiry layer,
Application layer, wherein saving layer：Build database, including patent information storehouse, patent keywords database, company information storehouse, enterprises recruitment
Information bank, enterprise technology demand keywords database；The analysis of public opinion and extraction keyword that patent keywords database passes through patent information storehouse
Integrate and obtain, enterprise technology demand keywords database is carried by enterprise's essential information storehouse and the analysis of public opinion of enterprises recruitment information bank
Keyword is taken to integrate acquisition；Computation layer：By the matching of patent keywords database and enterprise technology demand keywords database, enterprise is realized
Associated with patent；Inquire about layer：Patents are inquired by related knowledge domain, and inquire relevant enterprise, are simultaneously scanned for
Patent obtains the enterprise of correlation or searching enterprise obtains Patents；Application layer：Periodically patent document is pushed for enterprise.
With reference to accompanying drawing and specific implementation, the present invention will be further described.
The Website page displaying of platform of the present invention is set up, wherein Website publicity displaying and platform application entrance includes content：
Homepage banner, patent database and enterprise's storehouse entrance, the displaying of creation of new enterprise demand；
The patent database page：Patent database promotional display, patent database access entry, statistical analysis on patents are provided；
Enterprise's storehouse page：Make a report on and audit comprising enterprise's storehouse promotional display, enterprise's library searching entrance, enterprise demand, enterprise
Demand page display function；
Retrieve content：Comprising multinomial search functions such as patent retrieval, knowledge retrieval, enterprise demand retrievals, and can be real
When be switched fast multiclass retrieval result；
Retrieval result is exported with tabular form, while the keyword classification retrieved is shown in sidebar, including patent field,
Knowledge keyword, enterprise demand keyword；
Patent page retrieval content shows patent paging, patent details page and matching demand enterprise；
Patent knowledge retrieval content shows that patent information, patent matching demand enterprise, similar patent are pushed；
Enterprise demand retrieves content and retrieves enterprise demand by search keyword and enumerate, and suitable according to matching degree and time
Sequence patent searching achievement；
User logins：Comprising enterprise customer's registration, cell phone mailbox checking, support that wechat, mobile phone, mailbox, user name etc. are more
Logon mode is planted, is loaded while accessing head of a station's statistical functions such as IP, flow to user；
User management：Fill in and safeguard comprising user's result's management, user's request management, individual subscriber data, subscriber station
The contents such as interior letter, system message push；
Keeper backstage：
Include platform achievement and demand issue quantity, platform technology demand field statistics, patent field statistics, platform access
Statistics of amount etc., platform search keyword ranking, platform access region shows etc. that backstage is increased newly comprising website expert, demand
Management function, user and IP management, demand management, result's management, rights management etc. are shown, data above can be looked into
The setting such as look for, change, deleting there is provided website data interface, general headquarters' background data base can be docked, while design is counter to climb management,
By IP Cookies conduct interviews limitation, it is settable to limit number of clicks, such as 1000 times per hour.
Design platform short message and mail push management function, mail can be carried out to specific user and short message push patent.
And enterprise's essential information analysis is carried out in platform application of the present invention by enterprise's essential information storehouse, it is known that enterprise's name
Claim, business scope extracts industry keyword, then recruitment information analysis is carried out by enterprises recruitment information bank, obtaining enterprises recruitment needs
Classification and skill requirement classification and its proportion are asked, enterprise developing direction and technical need at this stage is learnt, extractive technique is crucial
Word, enterprise technology demand keywords database is set up using the industry keyword and key problem in technology word of extraction.
And platform of the present invention by the classification of patent, summary, text analysis, it is patented belonging to major class, it is affiliated
Technical field, progress is associated with enterprise.NLP natural language processings are carried out to patent text and summary, participle, word frequency system is carried out
Meter, extracts keyword and carries out keyword classification, classification is divided according to word frequency ranking.
Wherein computation layer obtains patent classification and the patent category associations index in enterprise's association algorithm, according to patent classification
The size of correlation index, determines enterprise and the patent degree of association.
Patent category associations index x1=40*z1+30*q1+20*q2+10*q3, index is bigger, and the degree of association is higher, when patent point
Class keywords can associate upper z with recruitment classification keyword1=1, otherwise z1=0；And q1、q2、q3Keyword belonging to representing respectively
The size of accounting weight.With reference to Fig. 6.
And skill information index x2=100*z2, x3=100*z2If, summary or text and enterprise's skill information
On, z2=1, otherwise z1=0.With reference to Fig. 7；
Finally associate composite index algorithm
Composite index y=0.6x1+0.3x2+0.1x3, y Zhi Yue large enterprises and the patent degree of association be higher, platform search result
More forward, matching result is more forward.
Claims (6)
1. a kind of patent big data analysis and enterprise's application platform, it is characterized in that the platform includes savings layer, computation layer, inquiry
Layer, application layer,
Wherein save layer：Build database, including patent information storehouse, patent keywords database, company information storehouse, enterprises recruitment information
Storehouse, enterprise technology demand keywords database；
Patent keywords database is integrated and obtained by the analysis of public opinion and extraction keyword in patent information storehouse,
Enterprise technology demand keywords database extracts crucial by enterprise's essential information storehouse and the analysis of public opinion of enterprises recruitment information bank
Word, which is integrated, to be obtained；
Computation layer：By the matching of patent keywords database and enterprise technology demand keywords database, realize that enterprise associates with patent；
Inquire about layer：Patents are inquired by related knowledge domain, and inquire relevant enterprise, patent is simultaneously scanned for and obtains
Related enterprise or searching enterprise obtains Patents；
Application layer：Periodically patent document is pushed for enterprise.
2. platform according to claim 1, it is characterized in that carrying out enterprise's essential information point by enterprise's essential information storehouse
Analysis, it is known that enterprise name, business scope extract industry keyword, then carry out recruitment information analysis by enterprises recruitment information bank,
Enterprises recruitment demand class and skill requirement classification and its proportion are obtained, learns that developing direction and technology are needed at this stage for enterprise
Ask, extractive technique keyword, enterprise technology demand keywords database is set up using the industry keyword and key problem in technology word of extraction.
3. platform according to claim 1 or 2, it is characterized in that by the classification of patent, summary, text analysis, obtain
The affiliated major class of patent is obtained, art, progress is associated with enterprise.
4. platform according to claim 3, it is characterized in that carrying out NLP natural language processings to patent text and summary, enters
Row participle, word frequency statisticses, extract keyword and carry out keyword classification, classification is divided according to word frequency ranking.
5. platform according to claim 4, it is characterized in that computation layer is looked forward to using patent classification and enterprise association algorithm
Industry is associated with patent.
6. platform according to claim 5, it is characterized in that computation layer obtain patent classification with it is special in enterprise association algorithm
Sharp category associations index, according to the size of patent category associations index, determines enterprise and the patent degree of association.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710537459.9A CN107247806A (en) | 2017-07-04 | 2017-07-04 | A kind of patent big data analysis and enterprise's application platform |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201710537459.9A CN107247806A (en) | 2017-07-04 | 2017-07-04 | A kind of patent big data analysis and enterprise's application platform |
Publications (1)
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| CN107247806A true CN107247806A (en) | 2017-10-13 |
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| CN201710537459.9A Pending CN107247806A (en) | 2017-07-04 | 2017-07-04 | A kind of patent big data analysis and enterprise's application platform |
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107844478A (en) * | 2017-11-20 | 2018-03-27 | 山东浪潮云服务信息科技有限公司 | A kind of processing method and processing device of patent document |
| CN108536682A (en) * | 2018-04-17 | 2018-09-14 | 南京创客汇网络信息技术有限公司 | A kind of identification categorizing system applied to service trade trade matching |
| CN109191335A (en) * | 2018-08-24 | 2019-01-11 | 浙江知识产权交易中心有限公司 | The automatic matching method of potential buyer in a kind of patent transaction |
| CN109213873A (en) * | 2018-08-24 | 2019-01-15 | 浙江知识产权交易中心有限公司 | A kind of patent matching process and matching system for the potential buyer of patent Auto-matching for sale |
| CN109242615A (en) * | 2018-08-24 | 2019-01-18 | 浙江知识产权交易中心有限公司 | The automatic patching system of potential buyer in a kind of patent transaction |
| CN109558481A (en) * | 2018-12-03 | 2019-04-02 | 中国科学技术信息研究所 | Patent and Business Relevancy Measurement Method, device, equipment and readable storage medium storing program for executing |
| CN111814013A (en) * | 2020-07-19 | 2020-10-23 | 山东建筑大学 | Intelligent enterprise information processing method based on big data |
| CN113643158A (en) * | 2021-08-06 | 2021-11-12 | 杨洪志 | Method for carrying out multi-dimensional statistics on enterprise patents according to nonstandard enterprise names |
| CN114219089A (en) * | 2021-11-11 | 2022-03-22 | 山东人才发展集团信息技术有限公司 | Construction method and equipment of new-generation information technology industry knowledge graph |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109242615A (en) * | 2018-08-24 | 2019-01-18 | 浙江知识产权交易中心有限公司 | The automatic patching system of potential buyer in a kind of patent transaction |
| CN109242615B (en) * | 2018-08-24 | 2020-09-29 | 浙江知识产权交易中心有限公司 | Automatic matching system for potential buyers in patent transaction |
| CN109191335B (en) * | 2018-08-24 | 2020-09-29 | 浙江知识产权交易中心有限公司 | Automatic matching method for potential buyers in patent transaction |
| CN109213873A (en) * | 2018-08-24 | 2019-01-15 | 浙江知识产权交易中心有限公司 | A kind of patent matching process and matching system for the potential buyer of patent Auto-matching for sale |
| CN109191335A (en) * | 2018-08-24 | 2019-01-11 | 浙江知识产权交易中心有限公司 | The automatic matching method of potential buyer in a kind of patent transaction |
| CN109558481A (en) * | 2018-12-03 | 2019-04-02 | 中国科学技术信息研究所 | Patent and Business Relevancy Measurement Method, device, equipment and readable storage medium storing program for executing |
| CN111814013A (en) * | 2020-07-19 | 2020-10-23 | 山东建筑大学 | Intelligent enterprise information processing method based on big data |
| CN113643158A (en) * | 2021-08-06 | 2021-11-12 | 杨洪志 | Method for carrying out multi-dimensional statistics on enterprise patents according to nonstandard enterprise names |
| CN114219089A (en) * | 2021-11-11 | 2022-03-22 | 山东人才发展集团信息技术有限公司 | Construction method and equipment of new-generation information technology industry knowledge graph |
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Effective date of registration: 20190711 Address after: 214029 No. 999 Gaolang East Road, Binhu District, Wuxi City, Jiangsu Province (Software Development Building) 707 Applicant after: Chaozhou Zhuoshu Big Data Industry Development Co., Ltd. Address before: 250100 S06 tower, 1036, Chao Lu Road, hi tech Zone, Ji'nan, Shandong. Applicant before: Shandong wave cloud services Mdt InfoTech Ltd |
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Application publication date: 20171013 |