CN110188161A - A kind of enterprise information technology achievement assessment system based on big data - Google Patents
A kind of enterprise information technology achievement assessment system based on big data Download PDFInfo
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- CN110188161A CN110188161A CN201910479948.2A CN201910479948A CN110188161A CN 110188161 A CN110188161 A CN 110188161A CN 201910479948 A CN201910479948 A CN 201910479948A CN 110188161 A CN110188161 A CN 110188161A
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Abstract
The present invention discloses a kind of enterprise information technology achievement assessment system based on big data, including company information recording module, typing division module, scientific and technological achievement database, technical characteristic extraction module, technical characteristic collection building module and scientific and technological information evaluation module.Enterprise information technology achievement assessment system provided by the invention based on big data, pass through technical characteristic extraction module, technical characteristic collection constructs module and combines scientific and technological information evaluation module, extract enterprise technology feature critical word, and total integrated technology feature critical word set is constituted according to each enterprise technology feature critical word in same scientific and technological subclass, enterprise technology feature critical word is compared one by one with total integrated technology feature critical word set, count enterprise technology achievement metewand, have the characteristics that assessment accuracy is high and comprehensive complete, reduce the spent manpower and material resources of Manpower Estimate, the scientific and technological level of enterprise is understood convenient for government, scientific and technological result assessment unicity is avoided to lack comprehensive problem.
Description
Technical field
The invention belongs to technical achievements in enterprise technical fields, are related to a kind of enterprise information technology achievement based on big data
Assessment system.
Background technique
The state of development of regional enterprise, directly affects the living standard of local people, and government wants where understanding in time
The state of development of Nei Ge enterprise is administered, and determines the support policy of industry according to the state of development of enterprise, often lacks big data point
The basis of analysis and platform, require a great deal of time and are investigated, if obtained company information inaccuracy possibly can not have
Effect provides support on policy to industry development.
Understood for the ease of the development in science and technology situation of government-to-businesses, now designs a kind of enterprise's letter based on big data
Scientific and technological result assessment system is ceased, analysis assessment can be carried out to science and technology in enterprise situation.
Summary of the invention
The purpose of the present invention is to provide the enterprise information technology achievement assessment system based on big data, solve existing
Science and technology in enterprise development level can not be accurately analyzed in technology, and there is the overall characteristic difference of assessment and asking for accuracy difference
Topic.
The purpose of the present invention can be achieved through the following technical solutions:
A kind of enterprise information technology achievement assessment system based on big data, including scientific and technological achievement database, technical characteristic
Extraction module, technical characteristic collection building module and scientific and technological information evaluation module；
The scientific and technological achievement database carries out the division of memory space according to each scientific and technological subclass under each scientific and technological information type,
It is divided into several storage units, the document or article of each storage unit storage same subject product, each Corporation R & D theme
The performance introduction of product each scientific and technological information type is numbered according to the sequence of setting, respectively 1,2 ..., i ..., n,
Each scientific and technological subclass under same scientific and technological information type is ranked up according to the sequence of setting, and respectively 1,2 ..., j ..., m；Separately
Outside, total integrated technology feature critical word collection of each science and technology subclass under different scientific and technological information types is stored in scientific and technological achievement database
It closes；
The technical characteristic extraction module is connect with scientific and technological achievement database, is respectively deposited for obtaining in scientific and technological achievement database
The document of element memory storage or the performance introduction of article and product are put, and is extracted in document or article and properties of product introduction
The technical characteristic keyword of product, and the technical characteristic keyword of the enterprise product of extraction is sent to technical characteristic collection building mould
Block；
The enterprise product that the technical characteristic set of keywords building module is sent for reception technique characteristic extracting module
Technical characteristic keyword, and all documents or text that the technical characteristic keyword of enterprise product and the enterprise deliver based on the received
Text in chapter and properties of product introduction is compared one by one, to obtain time that the technical characteristic keyword of enterprise product occurs
Number constitutes enterprise technology feature critical word set W (w1, w2 ..., wf ..., wt) and technical characteristic number of keyword duration set
S (s1, s2 ..., sf ..., st), t are expressed as the quantity of the enterprise technology feature critical word, and wf is expressed as the enterprise f-th
Technical characteristic keyword, st are expressed as the number of f-th of technical characteristic keyword of enterprise appearance, and technical characteristic set of keywords
Construct all technical characteristic keywords in the document or article and properties of product introduction that module stores same storage unit
Constitute total integrated technology feature critical word set Qij(qij1,qij2,...,qijk,...,qijH), h is expressed as same storage unit
In the storage of all enterprises document or article and the technical characteristic keyword quantity of properties of product introduction, and by total integrated technology
Feature critical word set is stored to scientific and technological achievement database；
Module is constructed with technical characteristic set of keywords respectively for the scientific and technological information evaluation module and scientific and technological achievement database connects
Connect, for reception technique feature critical word collection building module send enterprise technology feature critical word set W, by enterprise technology spy
Levy each technical characteristic keyword in set of keywords in each technical characteristic keyword and total integrated technology feature critical word set
It is compared one by one, obtains enterprise technology feature critical word comparison set Q 'ij(q′ij1,q′ij2,...,q′ijk,...,q′ijH), q 'ijK is expressed as k-th of technical characteristic keyword and enterprise under i-th of scientific and technological information type in j-th of scientific and technological subclass
Comparative situation between technical characteristic keyword, if k-th of technical characteristic keyword exists in total integrated technology feature critical word set
Exist in enterprise technology feature critical word set, then takes q 'ijK is equal to 1, conversely, then taking q 'ijK is equal to 0；
The scientific and technological information evaluation module compares set and total integrated technology feature according to enterprise technology feature critical word
The corresponding specific gravity factor of each technical characteristic keyword, counts the technological achievement metewand of each enterprise in set of keywords.
It further, further include company information recording module and typing division module, the company information recording module is used
In document or article, the product of enterprise's successive dynasties research and development and production that the type of the corresponding scientific and technological information of input enterprise, enterprise deliver
Product performance introduction content, and document or article that the type of the corresponding scientific and technological information of the enterprise of input, enterprise deliver, enterprise are gone through
The product and properties of product of generation research and development introduce content and are sent to typing division module；
The typing division module is used to receive the type of the scientific and technological information of company information recording module transmission, enterprise delivers
Document or article, the successive dynasties research and development product and product performance introduction, extract enterprise deliver the product in document or article
Keyword, by each scientific and technological subclass under each scientific and technological information type stored in the product keyword of extraction and scientific and technological achievement database
Corresponding name of product is matched, if the product keyword extracted name of product phase one corresponding with wherein one science and technology subclass
Cause, then the product keyword corresponded into enterprise and deliver in document or text and store to corresponding storage unit, and by the product and
The performance introduction of the product is stored to the storage unit of corresponding product.
Further, the calculation formula of the technological achievement metewand of the enterprise is
q′ijK is expressed as k-th of technical characteristic keyword and enterprise technology spy under i-th of scientific and technological information type in j-th of scientific and technological subclass
Levy the comparative situation between keyword, gijK-th of technology that k is expressed as under i-th of scientific and technological information type in j-th of scientific and technological subclass is special
The specific gravity factor of keyword is levied, h is expressed as under i-th of scientific and technological information type technical characteristic keyword in j-th of scientific and technological subclass
Quantity.
Further, the corresponding specific gravity factor of each technical characteristic keyword in total integrated technology feature critical word set
gij1,gij2,...,gijk,...,gijH, and gij1+gij2+gijk+gijH=1.
Beneficial effects of the present invention:
Enterprise information technology achievement assessment system provided by the invention based on big data, extracts mould by technical characteristic
Block, technical characteristic collection building module simultaneously combine scientific and technological information evaluation module, extract enterprise technology feature critical word, and according to same
Each enterprise technology feature critical word constitutes total integrated technology feature critical word set, enterprise technology feature critical word in scientific and technological subclass
It is compared one by one with total integrated technology feature critical word set, counts enterprise technology achievement metewand, have assessment accurate
Property high and comprehensive full feature, reduce the spent manpower and material resources of Manpower Estimate, the science and technology of enterprise understood convenient for government
Level avoids scientific and technological result assessment unicity from lacking comprehensive problem.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will be described below to embodiment required
Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Fig. 1 is a kind of schematic diagram of the enterprise information technology achievement assessment system based on big data in the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
Refering to Figure 1, a kind of enterprise information technology achievement assessment system based on big data, including company information record
Enter module, typing division module, scientific and technological achievement database, technical characteristic extraction module, technical characteristic collection building module and science and technology
Information evaluation module；
Company information recording module for input the type of the corresponding scientific and technological information of enterprise, the document or text that enterprise delivers
Chapter, the product of enterprise's successive dynasties research and development and properties of product introduce content, and by the type of the corresponding scientific and technological information of the enterprise of input,
The product and properties of product of document or article, the research and development of enterprise's successive dynasties that enterprise delivers introduce content and are sent to typing division mould
Block；
The text that typing division module is used to receive the type of the scientific and technological information of company information recording module transmission, enterprise delivers
It offers or the performance introduction of article, the product of successive dynasties research and development and product, extraction enterprise delivers the key of the product in document or article
Word, each scientific and technological subclass under each scientific and technological information type stored in the product keyword of extraction and scientific and technological achievement database is corresponding
Name of product matched, if the product keyword extracted is consistent with the wherein one corresponding name of product of science and technology subclass,
It the product keyword is corresponded into enterprise delivers in document or text and store to corresponding storage unit, and by the product and the product
Performance introduction store to the storage unit of corresponding product；
Scientific and technological achievement database carries out the division of memory space according to each scientific and technological subclass under each scientific and technological information type, divides
At several storage units, the document or article of each storage unit storage same subject product, each Corporation R & D subject product
Performance introduction, wherein scientific and technological information type includes communication class, medical class, household appliances etc., such as the household appliances include several
Household electrical appliances science and technology subclass, the respectively household electrical appliances such as refrigerator, TV, washing machine, air-conditioning, water purifier science and technology subclass, to each scientific and technological information kind
Class is numbered according to the sequence of setting, and respectively 1,2 ..., i ..., n, each scientific and technological subclass under same scientific and technological information type
It is ranked up according to the sequence of setting, respectively 1,2 ..., j ..., m；In addition, being stored in scientific and technological achievement database not equal
Total integrated technology feature critical word set of each science and technology subclass under skill information category, and total integrated technology feature critical word set
In the corresponding specific gravity factor g of each technical characteristic keywordij1,gij2,...,gijk,...,gijH, and gij1+gij2+gijk+gijh
=1；
Technical characteristic extraction module is connect with scientific and technological achievement database, and for obtaining, respectively storage is single in scientific and technological achievement database
The performance introduction of the document or article and product that are stored in first, and extract product in document or article and properties of product introduction
Technical characteristic keyword, and by the technical characteristic keyword of the enterprise product of extraction be sent to technical characteristic collection building module；
Technical characteristic set of keywords constructs technology of the module for the enterprise product that reception technique characteristic extracting module is sent
Feature critical word, and the technical characteristic keyword of enterprise product and the enterprise deliver based on the received all documents or article with
And the text in properties of product introduction is compared one by one, to obtain the number that the technical characteristic keyword of enterprise product occurs,
Composition enterprise technology feature critical word set W (w1, w2 ..., wf ..., wt) and technical characteristic number of keyword duration set S
(s1, s2 ..., sf ..., st), t are expressed as the quantity of the enterprise technology feature critical word, and wf is expressed as f-th of skill of the enterprise
Art feature critical word, st are expressed as the number of f-th of technical characteristic keyword of enterprise appearance, and technical characteristic set of keywords structure
Model all technical characteristic keyword structures in the document or article and properties of product introduction that block stores same storage unit
At total integrated technology feature critical word set Qij(qij1,qij2,...,qijk,...,qijH), h is expressed as in same storage unit
The document or article and the technical characteristic keyword quantity of properties of product introduction of all enterprise's storages, and total integrated technology is special
Sign set of keywords is stored to scientific and technological achievement database；
Scientific and technological information evaluation module constructs module with technical characteristic set of keywords respectively and scientific and technological achievement database is connect, and uses
It is closed in the enterprise technology feature critical word set W of reception technique feature critical word collection building module transmission, by enterprise technology feature
Each technical characteristic keyword in key word set in each technical characteristic keyword and total integrated technology feature critical word set carries out
It compares one by one, obtains enterprise technology feature critical word comparison set Q 'ij(q′ij1,q′ij2,...,q′ijk,...,q′ijH), q 'ijK is expressed as k-th of technical characteristic keyword and enterprise technology feature under i-th of scientific and technological information type in j-th of scientific and technological subclass
Comparative situation between keyword, if k-th of technical characteristic keyword is in enterprise technology in total integrated technology feature critical word set
Exist in feature critical word set, then takes q 'ijK is equal to 1, conversely, then taking q 'ijK is equal to 0；
It is special that each technology in set and total integrated technology feature critical word set is compared according to enterprise technology feature critical word
The corresponding specific gravity factor of keyword is levied, the technological achievement metewand of each enterprise is counted, the technological achievement of the enterprise assesses system
Several calculation formula areq′ijK is expressed as j-th of section under i-th of scientific and technological information type
Comparative situation between k-th of technical characteristic keyword in skill subclass and enterprise technology feature critical word, gijK is expressed as i-th
The specific gravity factor of k-th of technical characteristic keyword under scientific and technological information type in j-th of scientific and technological subclass, h are expressed as i-th of science and technology
Under information category in j-th of scientific and technological subclass technical characteristic keyword quantity.
The above content is just an example and description of the concept of the present invention, affiliated those skilled in the art
It makes various modifications or additions to the described embodiments or is substituted in a similar manner, without departing from invention
Design or beyond the scope defined by this claim, be within the scope of protection of the invention.
Claims (4)
1. a kind of enterprise information technology achievement assessment system based on big data, it is characterised in that: including scientific and technological achievement database,
Technical characteristic extraction module, technical characteristic collection building module and scientific and technological information evaluation module；
The scientific and technological achievement database carries out the division of memory space according to each scientific and technological subclass under each scientific and technological information type, divides
At several storage units, the document or article of each storage unit storage same subject product, each Corporation R & D subject product
Performance introduction, each scientific and technological information type is numbered according to the sequence of setting, respectively 1,2 ..., i ..., n are same
Each scientific and technological subclass under scientific and technological information type is ranked up according to the sequence of setting, and respectively 1,2 ..., j ..., m, in addition,
Total integrated technology feature critical word set of each science and technology subclass under different scientific and technological information types is stored in scientific and technological achievement database；
The technical characteristic extraction module is connect with scientific and technological achievement database, and for obtaining, respectively storage is single in scientific and technological achievement database
The performance introduction of the document or article and product that are stored in first, and extract product in document or article and properties of product introduction
Technical characteristic keyword, and by the technical characteristic keyword of the enterprise product of extraction be sent to technical characteristic collection building module；
The technology for the enterprise product that the technical characteristic set of keywords building module is sent for reception technique characteristic extracting module
Feature critical word, and the technical characteristic keyword of enterprise product and the enterprise deliver based on the received all documents or article with
And the text in properties of product introduction is compared one by one, to obtain the number that the technical characteristic keyword of enterprise product occurs,
Composition enterprise technology feature critical word set W (w1, w2 ..., wf ..., wt) and technical characteristic number of keyword duration set S
(s1, s2 ..., sf ..., st), t are expressed as the quantity of the enterprise technology feature critical word, and wf is expressed as f-th of skill of the enterprise
Art feature critical word, st are expressed as the number of f-th of technical characteristic keyword of enterprise appearance, and technical characteristic set of keywords structure
Model all technical characteristic keyword structures in the document or article and properties of product introduction that block stores same storage unit
At total integrated technology feature critical word set Qij(qij1,qij2,...,qijk,...,qijH), h is expressed as in same storage unit
The document or article and the technical characteristic keyword quantity of properties of product introduction of all enterprise's storages, and total integrated technology is special
Sign set of keywords is stored to scientific and technological achievement database；
The scientific and technological information evaluation module constructs module with technical characteristic set of keywords respectively and scientific and technological achievement database is connect, and uses
It is closed in the enterprise technology feature critical word set W of reception technique feature critical word collection building module transmission, by enterprise technology feature
Each technical characteristic keyword in key word set in each technical characteristic keyword and total integrated technology feature critical word set carries out
It compares one by one, obtains enterprise technology feature critical word comparison set Q 'ij(q′ij1,q′ij2,...,q′ijk,...,q′ijH), q 'ijK is expressed as k-th of technical characteristic keyword and enterprise technology feature under i-th of scientific and technological information type in j-th of scientific and technological subclass
Comparative situation between keyword, if k-th of technical characteristic keyword is in enterprise technology in total integrated technology feature critical word set
Exist in feature critical word set, then takes q 'ijK is equal to 1, conversely, then taking q 'ijK is equal to 0；
The scientific and technological information evaluation module compares set and total integrated technology feature critical according to enterprise technology feature critical word
The corresponding specific gravity factor of each technical characteristic keyword, counts the technological achievement metewand of each enterprise in word set.
2. a kind of enterprise information technology achievement assessment system based on big data according to claim 1, it is characterised in that:
It further include company information recording module and typing division module, the company information recording module is for inputting corresponding section, enterprise
The product and properties of product of document or article, the research and development of enterprise's successive dynasties that the type of skill information, enterprise deliver introduce content, and will
The product of document or article, the research and development of enterprise's successive dynasties that the type of the corresponding scientific and technological information of the enterprise of input, enterprise deliver and production
Product performance introduction content is sent to typing division module；
The text that the typing division module is used to receive the type of the scientific and technological information of company information recording module transmission, enterprise delivers
It offers or the performance introduction of article, the product of successive dynasties research and development and product, extraction enterprise delivers the key of the product in document or article
Word, each scientific and technological subclass under each scientific and technological information type stored in the product keyword of extraction and scientific and technological achievement database is corresponding
Name of product matched, if the product keyword extracted is consistent with the wherein one corresponding name of product of science and technology subclass,
It the product keyword is corresponded into enterprise delivers in document or text and store to corresponding storage unit, and by the product and the product
Performance introduction store to the storage unit of corresponding product.
3. a kind of enterprise information technology achievement assessment system based on big data according to claim 1, it is characterised in that:
The calculation formula of the technological achievement metewand of the enterprise isq′ijK is expressed as i-th
Between k-th of technical characteristic keyword and enterprise technology feature critical word under a scientific and technological information type in j-th of scientific and technological subclass
Comparative situation, gijK is expressed as the ratio of k-th of technical characteristic keyword under i-th of scientific and technological information type in j-th of scientific and technological subclass
Weight coefficient, h are expressed as the quantity of technical characteristic keyword in j-th of scientific and technological subclass under i-th of scientific and technological information type.
4. a kind of enterprise information technology achievement assessment system based on big data according to claim 1, it is characterised in that:
The corresponding specific gravity factor g of each technical characteristic keyword in total integrated technology feature critical word setij1,gij2,...,
gijk,...,gijH, and gij1+gij2+gijk+gijH=1.
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| CN110928909A (en) * | 2019-11-26 | 2020-03-27 | 苏州骐越信息科技有限公司 | Enterprise science and technology evaluation service system based on big data analysis |
| CN112613835A (en) * | 2020-12-18 | 2021-04-06 | 上海大学 | Technology transfer office general information system |
| CN112785136A (en) * | 2021-01-15 | 2021-05-11 | 中日友好环境保护中心(生态环境部环境发展中心) | Evaluation method and evaluation system for transfer and transformation feasibility of environmental scientific and technological achievements |
| CN117057667A (en) * | 2023-09-08 | 2023-11-14 | 湖北鸿锟科技服务有限公司 | Scientific and technological achievement statistical analysis management system based on Internet of things |
| CN117421428A (en) * | 2023-10-31 | 2024-01-19 | 中国人民解放军海军大连舰艇学院 | Method and system for evaluating and analyzing paper publication integrity based on complete journal library |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110928909A (en) * | 2019-11-26 | 2020-03-27 | 苏州骐越信息科技有限公司 | Enterprise science and technology evaluation service system based on big data analysis |
| CN112613835A (en) * | 2020-12-18 | 2021-04-06 | 上海大学 | Technology transfer office general information system |
| CN112785136A (en) * | 2021-01-15 | 2021-05-11 | 中日友好环境保护中心(生态环境部环境发展中心) | Evaluation method and evaluation system for transfer and transformation feasibility of environmental scientific and technological achievements |
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| CN117421428A (en) * | 2023-10-31 | 2024-01-19 | 中国人民解放军海军大连舰艇学院 | Method and system for evaluating and analyzing paper publication integrity based on complete journal library |
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Application publication date: 20190830 |