CN109559256A - A kind of patent data mining system and method - Google Patents
A kind of patent data mining system and method Download PDFInfo
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- CN109559256A CN109559256A CN201811361687.6A CN201811361687A CN109559256A CN 109559256 A CN109559256 A CN 109559256A CN 201811361687 A CN201811361687 A CN 201811361687A CN 109559256 A CN109559256 A CN 109559256A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/18—Legal services; Handling legal documents
- G06Q50/184—Intellectual property management
Abstract
The invention discloses a kind of patent data mining systems, including the server being connect with patent database, the server includes keyword input module, patent retrieval module, patent screening module, patent document extraction module, patent classification module, technology handling module, basic model module, reverse retrieval model module, technology collection model module and patent analysis module, wherein: keyword input module, for inputting the key words of object technology；Patent retrieval module, for retrieving the key words of input in patent database；Patent screening module, for filtering out the patent for meeting the Patent Re-examination invalid information of key words in patent database.The present invention patent invalid by review in retrieval analysis patent database, study its key technology word frequency of occurrence at most and the blank area in reverse retrieval, consequently facilitating the degree of correlation and concentration class between patented technology personnel's mining data, can be improved the perceived effect and mining analysis ability of patented technology personnel.
Description
Technical field
The present invention relates to patented technology excavation applications more particularly to a kind of patent data mining system and methods.
Background technique
It is more and more to look forward to the fast development of China's science and technology and the enhancing of people's intellectual property protection consciousness
Industry, mechanism, it is personal be ready with their technology and product, brand, works is protected by law, by applying for a patent, trade mark, copyright come
Obtain protection.
Intellectual property during carrying out application protection, it is most of be all existing patent engineer according to involved field and
Keyword carries out manual retrieval, and when patent engineer's patent searching, the patent of some authorizations is often only retrieved, can seldom be retrieved
Invalid patent, patent especially invalid by review, because of the patent invalid by review, comparatively, its technology
Degree of innovation may not be it is too enough, still, because it is able to enter review invalid state, illustrating it still has certain market
Value space, that is to say, that its technology is that relatively, can therefrom understand closest to this industry with actual application
Technology, product, technique or formula of status etc. have general assurance to this industry, then screen in these patents
Key technology word (including technique, parameter or data etc.) out are inversely being retrieved in turn, are retrieving these key technology words
Blank area and cross-coincidence area between these key technology words is collected, then analysis margin area and cross-coincidence area, blank
Area can be described as there is presently no technology, and cross-coincidence area is that be more conform with industry actual.
It is found through retrieval, the patent of invention of number of patent application CN201110432218.0, disclosing a kind of patent information is in
Existing method and system, comprising: S10, create patent list window and several with patent list windows associate to present respectively not
With the child window of patent information；S20 downloads and stores patent information, and all patents in the patent information are with list mode
It is presented on patent list window；S30, the patent to be checked in patent list window selection and child window；S40, the child window
The information content that it to be presented is obtained from patent information database and is presented in wherein, to facilitate the browsing of user to check.
Number of patent application: the patent of invention of CN201010217459.9 discloses a kind of patent information analysis method and dress
It sets, to realize the scalability of patent information analysis.Patent information analysis method, comprising: receive Client-initiated for spy
The analysis instruction of fixed analysis template；It is specific that this is extracted from least one analysis template of configuration according to the analysis instruction
Template is analyzed, the analysis template is used for defined analysis project and Measure Indexes；This specific point is searched by accessing data source
The corresponding data content of analysis project of template definition, and the Measure Indexes defined according to the specific analysis template are analysed, are searched
The Measure Indexes value for meeting the data content, using the data content found and its corresponding Measure Indexes value as obtaining
Analyze result；Obtained analysis result is presented to the user.
Number of patent application: the patent of invention of CN201210579351.3 discloses a kind of information demonstrating method and device,
In in information demonstrating method, pass through extract data set attribute information；Three dimensions in attribute information are selected, respectively as
X-axis, Y-axis and the Z axis of three-dimensional space；For each sample data in data set, corresponding three-dimensional coordinate is determined；By each sample
Data are shown in the three-dimensional space being made of the X-axis, Y-axis and Z axis.Due to being in three dimensions by panel data
It is existing, consequently facilitating user understands the degree of correlation and concentration class between sample data.Improve the perceived effect of user.
Number of patent application: the patent of invention of CN200910216835.X discloses a kind of patent retrieval method and system, packet
It includes: obtaining the patent retrieval request of user；The patent retrieval condition of user is read from patent retrieval request；Described in judgement
Whether patent retrieval condition is that system at regular intervals carries out backstage retrieval patent retrieval condition used；If so, by system at regular intervals into
The search result of row backstage retrieval is supplied to user；Otherwise, then it is retrieved according to the patent retrieval condition of user, and will retrieval
As a result it is supplied to user.Technical solution of the present invention is periodically carried out by the way that relevant patent retrieval condition is arranged for system in advance
Backstage is retrieved, thus in the retrieval request for receiving user, it can be regular according to pre-set coordinate indexing condition by system
The search result for carrying out backstage retrieval is supplied to user, and the waiting time of user is greatly reduced.
In summary described it will be seen that currently, market, which is still compared, lacks the data that patent excavates this respect, because
This, our excavations it is necessary to solve the problems, such as this kind, in order to patented technology personnel to patented technology.
Summary of the invention
It is an object of the invention to overcome problem above of the existing technology, provide a kind of patent data mining system and
Method, the present invention patent invalid by review in retrieval analysis patent database, studies its key technology word frequency of occurrence
Blank area at most and inversely retrieving, consequently facilitating the degree of correlation and concentration class between patented technology personnel's mining data.
Improve the inductive effects of patented technology personnel.
To realize above-mentioned technical purpose and the technique effect, the invention is realized by the following technical scheme:
A kind of patent data mining system, including the server connecting with patent database, the server includes that keyword is defeated
Enter module, patent retrieval module, patent screening module, patent document extraction module, patent classification module, technology handling module,
Basic model module, reverse retrieval model module, technology collect model module and patent analysis module, in which:
Keyword input module, for inputting the key words of object technology；
Patent retrieval module, for retrieving the key words of input in patent database；
Patent screening module, for filtered out in patent database meet key words Patent Re-examination invalid information it is special
Benefit；
Patent document extraction module, for extracting the patent document of Patent Re-examination invalid information from database；
Patent classification module, for the patent document extracted to be classified according to patent type；
Technology handling module, for grabbing the technology segment in all kinds of patent documents；
Basic model module, the technology segment for the patent document after sorting out and after crawl generate data basis model
Figure；
Technology collects model module, for collecting the key technology word in all kinds of patent document technology segments, and is generated
Data acquisition system figure；
Reverse retrieval model module, for inversely retrieving the crucial skill in all kinds of patent document technology segments in patent database
Art word, and inversely retrieve and generate reverse retrieval figure；
Patent analysis module, for analyzing in reverse retrieval figure without weight in technology segment corresponding to result and data acquisition system figure
Technology segment corresponding to right highest.
A kind of patent data mining method, this approach includes the following steps,
The key words that step 1) needs to retrieve by the input of keyword input window；
Step 2 retrieves the patent document with key words in patent database；
Step 3) filters out the invalid patent document of review for meeting key words in patent document；
Step 4) extracts the invalid patent document of review from database；
Step 5) classifies the patent document extracted according to patent type；
Step 6) grabs the technology segment in all kinds of patent documents, and the technology segment of crawl and sorted patent document are done
At data basis illustraton of model；
Step 7) collects the identical key technology word of technology segment in all kinds of patent documents, and the key technology word that will be collected into
Language is referred to the frequency that the appearance of its key technology word is counted in data basis illustraton of model；
Step 8) analyzes the technology segment in all kinds of patent documents, and in the database by the key technology word in technology segment
Inversely retrieved；
The key technology word inversely retrieved and the result inversely retrieved are referred in data basis illustraton of model by step 9)；
Occur not retrieving in the highest key technology word of registration and step 9 in step 10) analytical procedure 7 reverse
Key technology word.
Preferably, the key words include name of product or technical characteristic.
Preferably, the key technology word is the word and claims for having " serial number " in claims
In " including, it is described and pass through, be provided with, with and connect " etc. behind words and/or front word.
Preferably, the patent type includes product patent, technique patent, process patent, is formulated patent and/or zero
Part assembly patent；Wherein, product patent is exactly the patent based on product structure；Components total performance is made of various parts
Patent.
Preferably, the technology segment include description scheme in claims or patent document in patent document,
Technique, method, formula and components assembly part.
Preferably, the data basis illustraton of model is for showing corresponding to all kinds of patent documents and all kinds of patent documents
Technology segment.
Preferably, the reverse retrieval figure in data basis illustraton of model for showing that all kinds of patent documents are inversely retrieved
Key technology word and its retrieval result.
Preferably, the data acquisition system figure is used to show the key in all kinds of patent documents in data basis illustraton of model
The frequency that key technology word occurs in technical terms and all kinds of patent documents of statistics.
Preferably, the server is set as Cloud Server, the Cloud Server and patent database are connected to the network.
Preferably, the database includes State Intellectual property right patent database, one hundred to rise patent database, wisdom bud special
Sharp database or SooPAT patent database.
The beneficial effects of the present invention are: the patent that the present invention is invalid by review in patent searching database, and by its from
It extracts and classifies in database, win the technology segment in its patent document, by its creation data basic model figure, and
Key technology word in all kinds of patent documents and key technology word are counted in data basis illustraton of model in all kinds of patents
The frequency occurred in file, and key technology word is subjected to reverse retrieval and finds its blank area, it is carried out for patented technology personnel
It excavates.The present invention patent invalid by review in retrieval analysis patent database, studies its key technology word frequency of occurrence
Blank area at most and inversely retrieving, consequently facilitating the degree of correlation and concentration class between patented technology personnel's mining data,
It can be improved the perceived effect and mining analysis ability of patented technology personnel.
The above description is only an overview of the technical scheme of the present invention, in order to better understand the technical means of the present invention,
And can be implemented in accordance with the contents of the specification, with presently preferred embodiments of the present invention and attached drawing is cooperated to be described in detail below.This hair
Bright specific embodiment is shown in detail by following embodiment and its attached drawing.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present invention, constitutes part of this application, this hair
Bright illustrative embodiments and their description are used to explain the present invention, and are not constituted improper limitations of the present invention.In the accompanying drawings:
Fig. 1 is flow diagram of the present invention；
Fig. 2 is that key words of the present invention input schematic diagram；
Fig. 3 is retrieval schematic diagram of the present invention；
Fig. 4 is screening schematic diagram of the present invention；
Fig. 5 is the invalid program patent document schematic diagram after screening of the present invention；
Fig. 6 is screening Patent Re-examination invalid information schematic diagram of the present invention；
Fig. 7 is the Patent Re-examination invalid information patent document schematic diagram after screening of the present invention；
Fig. 8 is data basis model schematic of the present invention；
Fig. 9 is data acquisition system schematic diagram of the present invention；
Figure 10 is reverse retrieval schematic diagram of the present invention.
Figure label explanation: nothing.
Specific embodiment
The invention will be further described with reference to the accompanying drawing:
Referring to figs. 1 to shown in Figure 10, a kind of patent data mining system is described including the server connecting with patent database
Server includes keyword input module, patent retrieval module, patent screening module, patent document extraction module, patent classification
Module, technology handling module, basic model module, reverse retrieval model module, technology collect model module and patent analyzes mould
Block, in which:
Keyword input module, for inputting the key words of object technology；
Patent retrieval module, for retrieving the key words of input in patent database；
Patent screening module, for filtered out in patent database meet key words Patent Re-examination invalid information it is special
Benefit；
Patent document extraction module, for extracting the patent document of Patent Re-examination invalid information from database；
Patent classification module, for the patent document extracted to be classified according to patent type；
Technology handling module, for grabbing the technology segment in all kinds of patent documents；
Basic model module, the technology segment for the patent document after sorting out and after crawl generate data basis model
Figure；
Technology collects model module, for collecting the key technology word in all kinds of patent document technology segments, and is generated
Data acquisition system figure；
Reverse retrieval model module, for inversely retrieving the crucial skill in all kinds of patent document technology segments in patent database
Art word, and inversely retrieve and generate reverse retrieval figure；
Patent analysis module, for analyzing in reverse retrieval figure without weight in technology segment corresponding to result and data acquisition system figure
Technology segment corresponding to right highest.
A kind of patent data mining method, this approach includes the following steps,
The key words that step 1) needs to retrieve by the input of keyword input window；
Step 2 retrieves the patent document with key words in patent database；
Step 3) filters out the invalid patent document of review for meeting key words in patent document；
Step 4) extracts the invalid patent document of review from database；
Step 5) classifies the patent document extracted according to patent type；
Step 6) grabs the technology segment in all kinds of patent documents, and the technology segment of crawl and sorted patent document are done
At data basis illustraton of model；
Step 7) collects the identical key technology word of technology segment in all kinds of patent documents, and the key technology word that will be collected into
Language is referred to the frequency that the appearance of its key technology word is counted in data basis illustraton of model；
Step 8) analyzes the technology segment in all kinds of patent documents, and in the database by the key technology word in technology segment
Inversely retrieved；
The key technology word inversely retrieved and the result inversely retrieved are referred in data basis illustraton of model by step 9)；
Occur not retrieving in the highest key technology word of registration and step 9 in step 10) analytical procedure 7 reverse
Key technology word.
Preferably, the key words include name of product or technical characteristic.
Preferably, the key technology word is the word and claims for having " serial number " in claims
In " including, it is described and pass through, be provided with, with and connect " etc. behind words and/or front word.
Preferably, the patent type includes product patent, technique patent, process patent, is formulated patent and/or zero
Part assembly patent；Wherein, product patent is exactly the patent based on product structure；Components total performance is made of various parts
Patent.
Preferably, the technology segment include description scheme in claims or patent document in patent document,
Technique, method, formula and components assembly part.
Preferably, the data basis illustraton of model is for showing corresponding to all kinds of patent documents and all kinds of patent documents
Technology segment.
Preferably, the reverse retrieval figure in data basis illustraton of model for showing that all kinds of patent documents are inversely retrieved
Key technology word and its retrieval result.
Preferably, the data acquisition system figure is used to show the key in all kinds of patent documents in data basis illustraton of model
The frequency that key technology word occurs in technical terms and all kinds of patent documents of statistics.
Preferably, the server is set as Cloud Server, the Cloud Server and patent database are connected to the network.
Preferably, the database includes State Intellectual property right patent database, one hundred to rise patent database, wisdom bud special
Sharp database or SooPAT patent database.
Specific embodiment
In actual use, the key words for needing to retrieve in the input of patent keyword input window, as shown in Figure 2；So
After click index button, in patent database retrieval have key words patent document, as shown in Figure 3；In screening item
Have no right in selection statutory status, the invalid program in reselection legal matter, as shown in figure 4, being screened, obtains and key
The similar invalid program patent document of word, as shown in Figure 5；Then by artificial screening go out to meet the Patent Re-examinations of key words without
The patent document of information is imitated, as shown in Figure 6, Figure 7；Then, the invalid patent document of review is extracted from database, is pressed
Classify according to the type of patent, and the technology segment in all kinds of patent documents taken passages out and is made into data basis illustraton of model,
As shown in Figure 8；Then, the key technology word in the technology segment in each patent document is taken passages out, and counts its key
The frequency that technical terms occurs, as shown in Figure 9；Then the key technology word in all kinds of patent documents is analyzed, and will be after analysis
Key technology word inversely retrieved in patent database, and the data record inversely retrieved is got off, such as Figure 10 institute
Show；Then the most key technology word of frequency of occurrence and reverse retrieval blank parts in analysis of key technical terms, by dividing
It can be excavated from both direction after analysis, one is excavated from blank parts, and blank parts represent the technology of this respect
Comparatively compare and lack or not mature enough, can be laid out in advance from this respect excavation；And another can be from appearance frequency
Secondary most key technology word is excavated, and excavating from this respect can be being more conform with the actual technology of industry to excavating
Come.
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. a kind of patent data mining system, including the server being connect with patent database, it is characterised in that: the server
Including keyword input module, patent retrieval module, patent screening module, patent document extraction module, patent classification module, skill
Art handling module, basic model module, reverse retrieval model module, technology collect model module and patent analysis module, in which:
Keyword input module, for inputting the key words of object technology；
Patent retrieval module, for retrieving the key words of input in patent database；
Patent screening module, for filtered out in patent database meet key words Patent Re-examination invalid information it is special
Benefit；
Patent document extraction module, for extracting the patent document of Patent Re-examination invalid information from database；
Patent classification module, for the patent document extracted to be classified according to patent type；
Technology handling module, for grabbing the technology segment in all kinds of patent documents；
Basic model module, the technology segment for the patent document after sorting out and after crawl generate data basis model
Figure；
Technology collects model module, for collecting the key technology word in all kinds of patent document technology segments, and is generated
Data acquisition system figure；
Reverse retrieval model module, for inversely retrieving the crucial skill in all kinds of patent document technology segments in patent database
Art word, and inversely retrieve and generate reverse retrieval figure；
Patent analysis module, for analyzing in reverse retrieval figure without weight in technology segment corresponding to result and data acquisition system figure
Technology segment corresponding to right highest.
2. a kind of patent data mining method, it is characterised in that: this approach includes the following steps,
The key words that step 1) needs to retrieve by the input of keyword input window；
Step 2 retrieves the patent document with key words in patent database；
Step 3) filters out the invalid patent document of review for meeting key words in patent document；
Step 4) extracts the invalid patent document of review from database；
Step 5) classifies the patent document extracted according to patent type；
Step 6) grabs the technology segment in all kinds of patent documents, and the technology segment of crawl and sorted patent document are done
At data basis illustraton of model；
Step 7) collects the identical key technology word of technology segment in all kinds of patent documents, and the key technology word that will be collected into
Language is referred to the frequency that the appearance of its key technology word is counted in data basis illustraton of model；
Step 8) analyzes the technology segment in all kinds of patent documents, and in the database by the key technology word in technology segment
Inversely retrieved；
The key technology word inversely retrieved and the result inversely retrieved are referred in data basis illustraton of model by step 9)；
Occur not retrieving in the highest key technology word of registration and step 9 in step 10) analytical procedure 7 reverse
Key technology word.
3. a kind of patent data mining system according to claim 1, it is characterised in that: the key words include product
Title or technical characteristic.
4. a kind of patent data mining system according to claim 1, it is characterised in that: the key technology word is power
In sharp claim with " serial number " word and claims in " including it is described and pass through, be provided with, with and connect "
Behind equal words and/or the word of front.
5. a kind of patent data mining system according to claim 1, it is characterised in that: the patent type includes product
Patent, technique patent, process patent, formula patent and/or components assembly patent；Wherein, product patent is exactly with product knot
Patent based on structure；The patent that components total performance is made of various parts.
6. a kind of patent data mining system according to claim 1, it is characterised in that: the technology segment includes patent
The part of description scheme, technique, method, formula and components assembly in claims or patent document in file.
7. a kind of patent data mining system according to claim 1, it is characterised in that: the data basis illustraton of model is used
The technology segment corresponding to all kinds of patent documents of display and all kinds of patent documents.
8. a kind of patent data mining system according to claim 1, it is characterised in that: the reverse retrieval figure for
The result of all kinds of patent documents key technology word inversely retrieved and its retrieval is shown in data basis illustraton of model.
9. a kind of patent data mining system according to claim 1, it is characterised in that: the data acquisition system figure is used for
Crucial skill in the key technology word and all kinds of patent documents of statistics in all kinds of patent documents is shown in data basis illustraton of model
The frequency that art word occurs.
10. a kind of patent data mining system according to claim 1, it is characterised in that: the server is set as cloud
Server, the Cloud Server and patent database are connected to the network.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811361687.6A CN109559256A (en) | 2018-11-15 | 2018-11-15 | A kind of patent data mining system and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811361687.6A CN109559256A (en) | 2018-11-15 | 2018-11-15 | A kind of patent data mining system and method |
Publications (1)
| Publication Number | Publication Date |
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| CN109559256A true CN109559256A (en) | 2019-04-02 |
Family
ID=65866421
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
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| CN201811361687.6A Pending CN109559256A (en) | 2018-11-15 | 2018-11-15 | A kind of patent data mining system and method |
Country Status (1)
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| CN106095899A (en) * | 2016-06-07 | 2016-11-09 | 安庆市扬智信息科技有限公司 | A kind of intellectual property intelligence system with patent analytic function |
| CN106372225A (en) * | 2016-09-07 | 2017-02-01 | 知识产权出版社有限责任公司 | Information processing device and method based on high-value comparison base |
| CN103314371B (en) * | 2010-12-31 | 2017-12-15 | 肖岩 | A kind of method and system of retrieval |
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2018
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2008234559A (en) * | 2007-03-23 | 2008-10-02 | Yahoo Japan Corp | Document narrowing down retrieval device, method, and program |
| CN103314371B (en) * | 2010-12-31 | 2017-12-15 | 肖岩 | A kind of method and system of retrieval |
| CN106095899A (en) * | 2016-06-07 | 2016-11-09 | 安庆市扬智信息科技有限公司 | A kind of intellectual property intelligence system with patent analytic function |
| CN106372225A (en) * | 2016-09-07 | 2017-02-01 | 知识产权出版社有限责任公司 | Information processing device and method based on high-value comparison base |
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