CN109543945A - Enterprise innovation appraisal procedure and terminal device - Google Patents
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Abstract
The present invention is suitable for computer application technology, provide a kind of enterprise innovation appraisal procedure, terminal device and computer readable storage medium, it include: the basic information for obtaining object to be assessed, the basic information includes documentation & info, patent information, social information, product information and project information；Innovation value of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information；According to the innovation value in the document dimension, the patent dimension, the interaction dimension, the product dimension and the project dimension, the synthetic innovation degree of the object to be assessed is determined.Pass through the basic information according to object to be assessed, quantified and be calculated innovation value of the object to be assessed on different Innovation Dimensions, innovation value is integrated again to obtain the synthetic innovation degree of object to be assessed, to be assessed and be calculated in different dimensions, comprehensively to the innovative information of object to be assessed, the comprehensive accuracy of enterprise innovation assessment is improved.
Description
Technical field
The invention belongs to computer application technology more particularly to a kind of enterprise innovation appraisal procedure, terminal device and
Computer readable storage medium.
Background technique
When carrying out quality assessment to many enterprises now, need in view of very various information, for example, enterprise
The information such as registion time, registered capital, Time To Market and the shared innovation degree of enterprise, with the various technologies of internet communication
Progress and every technology open sourceization trend, the degree of innovation and resource sharing degree of enterprise are also that one enterprise of measurement exists
The most important information of novel aspects, but there is very various contents and direction again in innovation is shared in enterprise, it is difficult to ensure that
Comprehensively, that unifies analyzes an enterprise in novel aspects.
And only enterprise in one direction assesses enterprise qualification in the prior art, can not comprehensively it cover
With represent an enterprise in the contribution and promotion of novel aspects, and cause the one-sidedness assessed in novel aspects enterprise.
Summary of the invention
In view of this, the embodiment of the invention provides a kind of enterprise innovation appraisal procedures, terminal device and computer-readable
Storage medium, with solve the problems, such as in the prior art to enterprise novel aspects carry out assessment there are one-sidedness.
The first aspect of the embodiment of the present invention provides a kind of enterprise innovation appraisal procedure, comprising:
Obtain the basic information of object to be assessed；The basic information include documentation & info, patent information, social information,
Product information and project information；
Innovation value of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information；It is described
Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project dimension；
It is tieed up according to the document dimension, the patent dimension, the interaction dimension, the product dimension and the project
Innovation value on degree determines the synthetic innovation degree of the object to be assessed
The second aspect of the embodiment of the present invention provides a kind of terminal device, including memory, processor and is stored in
In the memory and the computer program that can run on the processor, when the processor executes the computer program
It performs the steps of
Obtain the basic information of object to be assessed；The basic information include documentation & info, patent information, social information,
Product information and project information；
Innovation value of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information；It is described
Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project dimension；
It is tieed up according to the document dimension, the patent dimension, the interaction dimension, the product dimension and the project
Innovation value on degree determines the synthetic innovation degree of the object to be assessed
The third aspect of the embodiment of the present invention provides a kind of computer readable storage medium, the computer storage medium
It is stored with computer program, the computer program includes program instruction, and described program instruction makes institute when being executed by a processor
State the method that processor executes above-mentioned first aspect.
Existing beneficial effect is the embodiment of the present invention compared with prior art:
For the embodiment of the present invention by obtaining the basic information of object to be assessed, the basic information includes documentation & info, specially
Sharp information, social information, product information and project information；Determine the object to be assessed default according to the basic information
Each Innovation Dimensions on innovation value；According to the document dimension, the patent dimension, the interaction dimension, the product
Innovation value in dimension and the project dimension, determines the synthetic innovation degree of the object to be assessed.By according to be assessed
The basic information of object is quantified and innovation value of the object to be assessed on different Innovation Dimensions is calculated, then to wound
New value is integrated to obtain the synthetic innovation degree of object to be assessed, in different dimensions, the comprehensively innovation to object to be assessed
Information is assessed and is calculated, and the comprehensive accuracy of enterprise innovation assessment is improved.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is the flow chart for the enterprise innovation appraisal procedure that the embodiment of the present invention one provides；
Fig. 2 is the flow chart of enterprise innovation appraisal procedure provided by Embodiment 2 of the present invention；
Fig. 3 is the schematic diagram for the terminal device that the embodiment of the present invention three provides；
Fig. 4 is the schematic diagram for the terminal device that the embodiment of the present invention four provides.
Specific embodiment
In being described below, for illustration and not for limitation, the tool of such as particular system structure, technology etc is proposed
Body details, to understand thoroughly the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention also may be implemented in the other embodiments of details.In other situations, it omits to well-known system, device, electricity
The detailed description of road and method, in case unnecessary details interferes description of the invention.
In order to illustrate technical solutions according to the invention, the following is a description of specific embodiments.
It is the flow chart for the enterprise innovation appraisal procedure that the embodiment of the present invention one provides referring to Fig. 1, Fig. 1.In the present embodiment
The executing subject of enterprise innovation appraisal procedure is terminal.Terminal includes but is not limited to smart phone, tablet computer, wearable device
Equal mobile terminals, can also be desktop computer etc..Enterprise innovation appraisal procedure as shown in the figure may comprise steps of:
S101: the basic information of object to be assessed is obtained；The basic information includes documentation & info, patent information, social activity
Information, product information and project information.
When carrying out quality assessment to many enterprises now, need in view of very various information, for example, enterprise
The information such as registion time, registered capital, Time To Market and the shared innovation degree of enterprise, wherein journey is shared in the innovation of enterprise
Degree is one enterprise of measurement in the most important information of novel aspects, but enterprise in innovation is shared and exists very various interior
Hold and dimension, it is difficult to ensure that comprehensively, unified an enterprise is analyzed in novel aspects.
The experience that enterprise is succeeded by business model innovation causes positive spy of the Liao Qi educational circles to business model innovation
Rope.Numerous studies point out that business model innovation facilitates enterprise and realizes transition and upgrade, are that enterprise creates the important next of competitive advantage
Source.But it studies while pointing out, compared to other original behaviors, most enterprises, especially traditional processing manufacturing enterprise is in business mould
The performance of formula novel aspects is mediocre, restricts the realization of transition and upgrade.How to reach business model innovation becomes the heat paid close attention to jointly
Point problem.In fact, it is similar to the behaviors such as technological innovation, it, can be to referential first progressive die before enterprise carries out business model innovation
Formula grind making internal disorder or usurp, and comparative analysis itself is insufficient, and is innovated improvement.Therefore, the higher mark post mould of innovation degree in industry is identified
Formula, and establish itself business model innovation level and carry out primarily appointing for business model innovation as enterprise for comparing and using for reference
Business.
In practical applications, the basic information of object to be assessed is obtained first, and in this embodiment, basic information may include
Documentation & info, patent information, social information, product information and project information.Wherein, documentation & info may include assessment object
The quantity that publishes thesis, grade and deliver the information such as time；Patent information may include number of applications, license number
Amount, the field of each patent, license the information such as time；Social information may include object to be assessed in disclosed website
On the information such as article, the blog quantity delivered；Product information may include the research and development of products quantity of object to be assessed, product user
The data such as information, product O&M information；Project information may include the information such as the project data of object to be assessed, project registration.
It should be noted that in the present embodiment, the basic information of object to be assessed includes but is not limited to above- mentioned information, in order to guarantee pair
The accuracy that the creativeness of object to be assessed is assessed, also available further types of information, and the information that will acquire
Quantified, improves the accuracy of innovative assessment.
Make in the basic information for obtaining object to be assessed, by building crawler code, obtain field where object to be assessed,
Such as financial field or specified periodical, document download, implementation is mainly increment downloading.By being passed to object to be assessed
Title carries out retrieving at home with foreign patent library passing several years Patent Publication situations, and list related is locally downloading.
The social content and comment data for obtaining each objective subject to be assessed, obtain network social intercourse information；Obtain object phase to be assessed
Corpus content is closed, wherein data source is mainly the official website of social application, company official website and financial web site etc., further,
If news data, then news briefing time and channel can be enclosed.
S102: innovation of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information
Value；The Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project dimension.
The innovation situation of one enterprise or company can be divided into many aspects, such as produce in terms of paper publishing with project
In terms of product, the type of business is different, also different in the performance of different aspect.In the present embodiment, the innovation value of object to be assessed
The innovation value being respectively set in different dimensions.Wherein, Innovation Dimensions can be document dimension, patent dimension, interaction dimension,
Product dimension and project dimension.
Specifically, in the present embodiment, document dimension is used to measure innovation value of the object to be assessed in terms of document, patent
Dimension is used to measure innovation value of the object to be assessed in terms of patent, and interaction dimension is used to measure object to be assessed in social interaction
The innovation value of aspect, product dimension is used to measure innovation value of the object to be assessed in terms of product, product, and project dimension is used
To measure innovation value of the object to be assessed in terms of the project application, operation and project achievement.It should be noted that except this is above-mentioned
Dimension except, the assessment of the innovation value of object to be assessed can also be and carried out in other dimensions, such as be full of in enterprise
Sharp dimension etc., herein without limitation.
Quantified in each Innovation Dimensions that object to be assessed has been determined and then according to the information in each dimension.
Its quantification manner can be to carry out according to preset quantification manner.Further, comprehensive meter can also be carried out according to quantized data
It calculates, obtains the numerical value in corresponding dimension.It should be noted that these data have unified unit and standard, being used to will be each
Innovation value in dimension carries out unified COMPREHENSIVE CALCULATING.
S103: according to the document dimension, the patent dimension, the interaction dimension, the product dimension and described
Innovation value in project dimension determines the synthetic innovation degree of the object to be assessed.
Determine object to be assessed after the innovation value on each Innovation Dimensions, it is comprehensive according to the innovation value of different dimensions
Close the synthetic innovation degree that object to be assessed is calculated.Specific calculation method can be the innovation value on each Innovation Dimensions
The method being simply added is also possible to be weighted and averaged according to the preset threshold value of different Innovation Dimensions, obtain to be assessed
The synthetic innovation degree of object.
Above scheme, by obtaining the basic information of object to be assessed, the basic information includes documentation & info, patent letter
Breath, social information, product information and project information；Determine the object to be assessed preset every according to the basic information
Innovation value on a Innovation Dimensions；According to the document dimension, the patent dimension, the interaction dimension, the product dimension
And the innovation value in the project dimension, determine the synthetic innovation degree of the object to be assessed.By according to object to be assessed
Basic information, quantified and innovation value of the object to be assessed on different Innovation Dimensions be calculated, then to innovation value
It is integrated to obtain the synthetic innovation degree of object to be assessed, in different dimensions, comprehensively to the innovative information of object to be assessed
It is assessed and is calculated, improve the comprehensive accuracy of enterprise innovation assessment.
Referring to fig. 2, Fig. 2 is the flow chart of enterprise innovation appraisal procedure provided by Embodiment 2 of the present invention.In the present embodiment
The executing subject of enterprise innovation appraisal procedure is terminal.Terminal includes but is not limited to smart phone, tablet computer, wearable device
Equal mobile terminals, can also be desktop computer etc..Enterprise innovation appraisal procedure as shown in the figure may comprise steps of:
S201: the basic information of object to be assessed is obtained；The basic information includes documentation & info, patent information, social activity
Information, product information and project information.
The implementation of S101 is identical in S201 embodiment corresponding with Fig. 1 in the present embodiment, specifically refers to
The associated description of S101 in the corresponding embodiment of Fig. 1, details are not described herein.
S202: innovation of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information
Value；The Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project dimension.
In the present embodiment, default Innovation Dimensions include document dimension, patent dimension, interaction dimension, product dimension
And project dimension, in the process for determining innovation value of the object to be assessed on preset each Innovation Dimensions according to basic information
In, it can specifically include step S2021~S2025:
S2021: it according to document download and the document amount of sharing in the documentation & info, determines in the document dimension
Document innovation value.
It include document download, document sharing amount in documentation & info.Document text based on downloading, passes through rule match
The mode of mode, such as author's column is got, and retrieve whether have object-related information to be assessed, if if having, recognizing
Fixed object to be assessed has delivered the document, shares in the document in the field and has done a strength, then gets object to be assessed
Share situation in the document of different field, including name of document, deliver time, the first authors, further in order to guarantee document
Information in innovation can enough in detail, can also include document deliver periodical, database, journal ranking described in periodical and
The data such as impact factor.
S2022: according to the patent content and patent numbers in the patent information, the patent in the patent dimension is determined
Innovation value.
To in patent information patent content and patent numbers handle when, step S2022 may include S20221
~S20223, specific as follows:
S20221: according to the patent content and preset term vector model, technical field belonging to each patent is determined.
Step S20221 may include:
According to the patent content and preset term vector model, the keyword of preset quantity is identified from patent.
According to the keyword of each technical field corresponding predetermined keyword and the preset quantity, calculate described pre-
If the similarity between keyword in keyword and the patent.
Technical field corresponding to predetermined keyword when identifying the similarity maximum is as skill belonging to the patent
Art field.
Specifically, being first directed to the term vector model obtained based on the training of encyclopaedia corpus, it should be noted that term vector mould
Type is the model of the similitude of a comparison vocabulary, for the vocabulary of each input, can all provide a 256 dimension vector tables
Show, comprehensively to come out this lexical representation.Using encyclopaedia corpus as referring to corpus, pass through word frequency inverse document frequency square
Battle array extracts preceding ten key vocabularies of patent information, and generates corresponding term vector by term vector model.
Wherein, word frequency inverse document frequency is to assess a words for its in a file set or a corpus
The significance level of middle text document.The importance of words simultaneously can with the directly proportional increase of number that it occurs hereof
As the frequency that it occurs in corpus is inversely proportional decline.The various forms of word frequency inverse document frequency weighting is often searched
Engine application, measurement or grading as degree of correlation between file and user query.
The method that this programme is taken based on average value generates the expression vector of article, and preceding ten term vectors are averagely asked
With obtain average vector, the input as model.The term vector of different field keyword is obtained, and calculates similarity.This programme
The field of selection includes the fields such as finance, medical treatment, the people's livelihood；And financial field content, the keyword of selection include bank, protect
Danger, fund, trust etc.；Such as financial field is had chosen, the term vector of our available field lists of keywords.It compares special
The similarity of the term vector of sharp article of text vector sum field lists of keywords, optionally, by the way of cosine similarity into
The calculating of row similarity.It is similar by being calculated according to the term vector of patent text article vector sum field lists of keywords
Degree, the determining and most similar field keyword of the patent text.That is the highest candidate keywords of selection similarity and field, as
Field belonging to the keyword and the patent text of the major field of the patent text can be described.
It can also be according to the state of Current patents, the new wound of each patent of determination of the states such as disclosure, substantive examination, authorization longitudinal direction
Property and significance level, the professional classification belonging to it is laterally determined further according to each Patent classificating number, determines different patents at this
The professional interior classification results obtained according to its patent statute and evaluation result.Patent text classification is realized, patent institute is obtained
The technical field of category.
S20222: according to the patent numbers, patent of the object to be assessed in each technical field is determined
Quantity.
After technical field belonging to each patent has been determined, the patent numbers in each technical field are determined.With root
According to the patent numbers in each technical field, research dynamics of the object to be assessed in each field and innovation situation are determined.
S20223: according to the patent number in each corresponding default weight of technical field and each technical field
Amount, determines the patent innovation value of the patent dimension.
Previously according to information such as the degree of innovation of each technical field and production proportions in the present embodiment, each technology is set
The weight in field, for example, it is higher in finance, the weight of field of medical technology, and the weight in artificial intelligence, machine learning field
Highest.Determined object to be assessed after the patent numbers in each technical field, it is corresponding according to each technical field
Patent numbers in default weight and each technical field, determine the patent innovation value of patent dimension.
Illustratively, the corresponding default weight of technical field can be multiplied with the patent numbers of the technical field
Method determines the patent innovation value of patent dimension.
S2023: according to the exchange of technology information and technology sharing information in the social information, the interaction dimension is determined
On Interactive innovation value.
Using the interaction between the main body of social network-i i-platform, assesses the external technology of object to be assessed and share feelings
Condition；The method screened by text, filters out text relevant to technical field；This programme is using the rule based on keyword
Then matching process, objective subject even to be assessed have delivered the technology contents of related fields in social network-i i-platform, have included
Technology shares meeting, technical products etc., then is included in objective subject to be assessed in the foreign exchanges dimension of social media；Phase is recorded simultaneously
Close the interaction situation of other objects to be assessed in social network-i i-platform；To obtain the Interactive innovation information of object to be assessed.
The opening exchange of objective subject to be assessed is recorded based on subdivision field and double dimensions are interacted with object to be assessed
Degree, the record with time dimension.Wherein, opening exchange refers to based on the related article delivered with object to be assessed, hair
The form of table article can be blog etc., herein without limitation；Object interaction to be assessed is with object to be assessed in social activity
It is interacted in the network platform with other objects to be assessed, object to be assessed in other objects to be assessed delivers commenting for related article
Based on interaction.
S2024: according to the product new life information and improved product information in the product information, the product dimension is determined
On products innovation value.
Object to be assessed is assessed in the online dimension of new product, the data that we monitor mostly come from social network sites, company
Official website and financial web site etc..It is screened by main body, the corpus screened；The main body screening technique that this programme uses, is logical
The method for crossing rule match, is identified by principal name, the corpus segmented；By Content Selection, it is to be assessed right to obtain
As main body is in the corpus content of new product；This programme is realized using the method for combining dictionary and rule match.Dictionary refers to
, keyword relevant to new product, such as the vocabulary such as publication, release, new product；It is got by the method for rule match
Related corpus of the objective subject to be assessed in different time and field publication new product.
S2025: according to the project application information and Project Operation information in the project information, the project dimension is determined
On project innovation value.
By Content Selection, objective subject to be assessed is obtained in the corpus content of innovation awards；This programme is using knot
The method for having closed dictionary and rule match is realized.Dictionary refers to and the relevant keyword of innovation awards, such as Innovation Awards
Item, commendatory meeting win head and the vocabulary such as raise；By the method for rule match get objective subject to be assessed in different time and
The related corpus of field acquisition awards.
S203: according to the document dimension, the patent dimension, the interaction dimension, the product dimension and described
Innovation value in project dimension determines the synthetic innovation degree of the object to be assessed.
Based on above step, obtain object to be assessed in related fields and time phase, document sharing, patent innovation,
The performance of five dimensions such as interaction, new product release, innovation awards is scored and is summarized, and the comprehensive wound of object to be assessed is obtained
New degree.Specifically, when being summarized according to the innovative information of five dimensions, operation that can be current according to the object to be assessed
State or object type to be assessed, determine dimensionality weight corresponding to the innovative information of each dimension, according to different dimensions
Weight determines the synthetic innovation degree for calculating object to be assessed.
Further, step S203 may include S2031~S2032:
S2031: the type of business of the object to be assessed is determined；The type of business includes scientific research class enterprise, production class
Enterprise or service class enterprise.
In practical applications, object to be assessed may include the enterprise of many types, such as general Internet company,
School, research institute etc., and consider the enterprise of different types, their production emphasis is different, therefore object to be assessed is pressed
Classify according to certain feature.The type of business in the present embodiment includes scientific research class enterprise, production class enterprise or service class
Enterprise can also be other kinds of enterprise herein without limitation.
Wherein, scientific research class enterprise includes but is not limited to school, research institute etc., and the performance of this kind of enterprises is tieed up in production
Innovation value on degree is lower, and the innovation value on paper or patent dimension is higher, while the innovation value in project dimension
Also very high；Producing class enterprise may include general Internet company, scientific & technical corporation etc., and the performance of this kind of enterprises is in paper
The innovation value of dimension is lower, and the innovation value with higher in product dimension or patent dimension；It is clothes there are also a kind of enterprise
Wu Lei enterprise, this kind of enterprise innovation values are substantially all very low, but may be more higher in interaction dimension.
S2032: according to the type of business determine the object to be assessed the document dimension, the patent dimension,
Default weight in the interaction dimension, the product dimension and the project dimension.
Since innovation value of the different types of enterprise in each dimension is different, if directly according to the innovation value of different dimensions
If carrying out innovation assessment to the enterprise, then the enterprise that embodies that cannot be complete, same really innovates situation, loses wound
The fairness newly assessed.In view of the above situation, in the present embodiment, each Innovation Dimensions of the enterprise of type will not had to
Different weights is set, an enterprise is measured in different innovation situations by different weighted values.
S2033: according to the object to be assessed in the document dimension, the patent dimension, the interaction dimension, described
Product dimension and default weight and innovation value in the project dimension calculate the synthetic innovation degree of the object to be assessed.
After the weight that object to be assessed has been determined, according to object to be assessed each Innovation Dimensions default weight and
Innovation value calculates the synthetic innovation degree of object to be assessed.
Illustratively, if when the innovation for assessing a research institutions is spent, it is contemplated that current research institutions are to academic research
With the weighting of scientific research project, and product share and interaction in terms of it is comparatively weak, can by document innovative information, specially
Sharp innovative information and the corresponding dimensionality weight of project innovation information are accordingly increased, and it is to be assessed right to reduce this accordingly
The Interactive innovation information and the corresponding dimensionality weight of products innovation information of elephant, guarantee when assessing object to be assessed, can
To comprehensively consider the advantage and deficiency of the object, objectively it is assessed, improves the objectivity and fairness of innovation assessment.
Above scheme, by the basic information for obtaining object to be assessed；The basic information includes documentation & info, patent letter
Breath, social information, product information and project information；Determine that the object to be assessed is tieed up in document according to the basic information
Innovation value in degree, patent dimension, interaction dimension, product dimension and project dimension；And calculating the innovation in patent dimension
When value, by patent content and preset term vector model, technical field belonging to each patent is determined, and according to each technology
Patent numbers in the corresponding default weight in field and each technical field, determine the patent innovation value of patent dimension.Finally again
According to object to be assessed in the default weight and innovation value of each Innovation Dimensions, the synthetic innovation degree of object to be assessed is calculated, with
Comprehensively, accurately object to be assessed is assessed, and guarantees the fairness and objectivity of evaluation process and result.
It is a kind of schematic diagram for terminal device that the embodiment of the present invention three provides referring to Fig. 3, Fig. 3.What terminal device included
Each unit is used to execute each step in the corresponding embodiment of FIG. 1 to FIG. 2.Referring specifically to the corresponding implementation of FIG. 1 to FIG. 2
Associated description in example.For ease of description, only the parts related to this embodiment are shown.The terminal device of the present embodiment
300 include:
Receiving unit 301, for obtaining the basic information of object to be assessed；The basic information include documentation & info, specially
Sharp information, social information, product information and project information；
Computing unit 302, for determining that the object to be assessed is tieed up in preset each innovation according to the basic information
Innovation value on degree；The Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project dimension
Degree；
Comprehensive unit 303, for being tieed up according to the document dimension, the patent dimension, the interaction dimension, the product
Innovation value on degree and the project dimension, determines the synthetic innovation degree of the object to be assessed.
Further, the Innovation Dimensions include: document dimension, patent dimension, interaction dimension, product dimension and project
Dimension；
Further, the computing unit 302 may include:
First computing unit 3021, for determining according to document download and the document amount of sharing in the documentation & info
Document innovation value in the document dimension；
Second computing unit 3022, described in determining according to the patent content and patent numbers in the patent information
Patent innovation value in patent dimension；
Third computing unit 3023, for according to the exchange of technology information and technology sharing information in the social information,
Determine the Interactive innovation value in the interaction dimension；
4th computing unit 3024, for according to the product new life information and improved product information in the product information,
Determine the products innovation value in the product dimension；
5th computing unit 3025, for according to the project application information and Project Operation information in the project information,
Determine the project innovation value in the project dimension.
Further, the third computing unit 3023 may include:
Field determination unit, for determining belonging to each patent according to the patent content and preset term vector model
Technical field；
Quantity determination unit, for determining that the object to be assessed is led in each technology according to the patent numbers
Patent numbers in domain；
Innovation value determination unit, for being led according to each corresponding default weight of technical field and each technology
Patent numbers in domain determine the patent innovation value of the patent dimension.
Further, the field determination unit may include:
Keyword recognition unit, for being identified from patent according to the patent content and preset term vector model
The keyword of preset quantity；
Similarity calculated, for according to each corresponding predetermined keyword of technical field and the preset quantity
Keyword, calculate the similarity between the keyword in the predetermined keyword and the patent；
Field recognition unit, for identification technical field conduct corresponding to the predetermined keyword when similarity maximum
Technical field belonging to the patent.
Further, the terminal device can also include:
Type determining units, for determining the type of business of the object to be assessed；The type of business includes scientific research class
Enterprise, production class enterprise or service class enterprise；
Weight determining unit, for determining the object to be assessed in the document dimension, institute according to the type of business
State the default weight in patent dimension, the interaction dimension, the product dimension and the project dimension；
Comprehensive determination unit, for according to the object to be assessed the document dimension, the patent dimension, it is described mutually
Dynamic dimension, the product dimension and default weight and innovation value in the project dimension, calculate the object to be assessed
Synthetic innovation degree.
Above scheme, by the basic information for obtaining object to be assessed；The basic information includes documentation & info, patent letter
Breath, social information, product information and project information；Determine that the object to be assessed is tieed up in document according to the basic information
Innovation value in degree, patent dimension, interaction dimension, product dimension and project dimension；And calculating the innovation in patent dimension
When value, by patent content and preset term vector model, technical field belonging to each patent is determined, and according to each technology
Patent numbers in the corresponding default weight in field and each technical field, determine the patent innovation value of patent dimension.Finally again
According to object to be assessed in the default weight and innovation value of each Innovation Dimensions, the synthetic innovation degree of object to be assessed is calculated, with
Comprehensively, accurately object to be assessed is assessed, and guarantees the fairness and objectivity of evaluation process and result.
Fig. 4 is the schematic diagram for the terminal device that the embodiment of the present invention four provides.As shown in figure 4, the terminal of the embodiment is set
Standby 4 include: processor 40, memory 41 and are stored in the meter that can be run in the memory 41 and on the processor 40
Calculation machine program 42.The processor 40 realizes that above-mentioned each enterprise innovation appraisal procedure is implemented when executing the computer program 42
Step in example, such as step 101 shown in FIG. 1 is to 103.Alternatively, when the processor 40 executes the computer program 42
Realize the function of each module/unit in above-mentioned each Installation practice, such as the function of unit 301 to 303 shown in Fig. 3.
Illustratively, the computer program 42 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 41, and are executed by the processor 40, to complete the present invention.Described one
A or multiple module/units can be the series of computation machine program instruction section that can complete specific function, which is used for
Implementation procedure of the computer program 42 in the terminal device 4 is described.
The terminal device 4 can be the calculating such as desktop PC, notebook, palm PC and cloud server and set
It is standby.The terminal device may include, but be not limited only to, processor 40, memory 41.It will be understood by those skilled in the art that Fig. 4
The only example of terminal device 4 does not constitute the restriction to terminal device 4, may include than illustrating more or fewer portions
Part perhaps combines certain components or different components, such as the terminal device can also include input-output equipment, net
Network access device, bus etc..
Alleged processor 40 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 41 can be the internal storage unit of the terminal device 4, such as the hard disk or interior of terminal device 4
It deposits.The memory 41 is also possible to the External memory equipment of the terminal device 4, such as be equipped on the terminal device 4
Plug-in type hard disk, intelligent memory card (Smart Media Card, SMC), secure digital (Secure Digital, SD) card dodge
Deposit card (Flash Card, FC) etc..Further, the memory 41 can also have been deposited both the inside including the terminal device 4
Storage unit also includes External memory equipment.The memory 41 is for storing the computer program and terminal device institute
Other programs and data needed.The memory 41 can be also used for temporarily storing the number that has exported or will export
According to.
It is apparent to those skilled in the art that for convenience of description and succinctly, only with above-mentioned each function
Can unit, module division progress for example, in practical application, can according to need and by above-mentioned function distribution by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completing
The all or part of function of description.Each functional unit in embodiment, module can integrate in one processing unit, can also
To be that each unit physically exists alone, can also be integrated in one unit with two or more units, it is above-mentioned integrated
Unit both can take the form of hardware realization, can also realize in the form of software functional units.In addition, each function list
Member, the specific name of module are also only for convenience of distinguishing each other, the protection scope being not intended to limit this application.Above system
The specific work process of middle unit, module, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In the above-described embodiments, it all emphasizes particularly on different fields to the description of each embodiment, is not described in detail or remembers in some embodiment
The part of load may refer to the associated description of other embodiments.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
If the integrated module/unit be realized in the form of SFU software functional unit and as independent product sale or
In use, can store in a computer readable storage medium.Based on this understanding, the present invention realizes above-mentioned implementation
All or part of the process in example method, can also instruct relevant hardware to complete, the meter by computer program
Calculation machine program can be stored in a computer readable storage medium.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the spirit and scope for technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of enterprise innovation appraisal procedure characterized by comprising
Obtain the basic information of object to be assessed；The basic information includes documentation & info, patent information, social information, product
Information and project information；
Innovation value of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information；The innovation
Dimension includes: document dimension, patent dimension, interaction dimension, product dimension and project dimension；
According in the document dimension, the patent dimension, the interaction dimension, the product dimension and the project dimension
Innovation value, determine the synthetic innovation degree of the object to be assessed.
2. enterprise innovation appraisal procedure as described in claim 1, which is characterized in that described to determine institute according to the basic information
State innovation value of the object to be assessed on preset each Innovation Dimensions, comprising:
According to document download and the document amount of sharing in the documentation & info, the document innovation in the document dimension is determined
Value；
According to the patent content and patent numbers in the patent information, the patent innovation value in the patent dimension is determined；
According to the exchange of technology information and technology sharing information in the social information, the interaction wound in the interaction dimension is determined
New value；
According to the product new life information and improved product information in the product information, the product wound in the product dimension is determined
New value；
According to the project application information and Project Operation information in the project information, the project wound in the project dimension is determined
New value.
3. enterprise innovation appraisal procedure as claimed in claim 2, which is characterized in that described according to special in the patent information
Sharp content and patent numbers determine the patent innovation value in the patent dimension, comprising:
According to the patent content and preset term vector model, technical field belonging to each patent is determined；
According to the patent numbers in the patent information, determine the object to be assessed in each technical field
Patent numbers；
According to the patent numbers in each corresponding default weight of technical field and each technical field, determine described in
The patent innovation value of patent dimension.
4. enterprise innovation appraisal procedure as claimed in claim 3, which is characterized in that described according to the patent content and default
Term vector model, determine technical field belonging to each patent, comprising:
According to the patent content and preset term vector model, the keyword of preset quantity is identified from patent；
According to the keyword of each technical field corresponding predetermined keyword and the preset quantity, the default pass is calculated
The similarity between keyword in keyword and the patent；
Technical field corresponding to predetermined keyword when identifying the similarity maximum is led as technology belonging to the patent
Domain.
5. enterprise innovation appraisal procedure according to any one of claims 1-4, which is characterized in that described to be tieed up according to the document
Degree, the patent dimension, the interaction dimension, the innovation value in the product dimension and the project dimension, determine described in
The synthetic innovation degree of object to be assessed, comprising:
Determine the type of business of the object to be assessed；The type of business includes scientific research class enterprise, production class enterprise or clothes
Wu Lei enterprise；
Determine the object to be assessed in the document dimension, the patent dimension, interaction dimension according to the type of business
Default weight in degree, the product dimension and the project dimension；
According to the object to be assessed the document dimension, the patent dimension, the interaction dimension, the product dimension with
And default weight and innovation value in the project dimension, calculate the synthetic innovation degree of the object to be assessed.
6. a kind of terminal device, which is characterized in that including memory and processor, being stored in the memory can be described
The computer program run on processor, which is characterized in that when the processor executes the computer program, realize following step
It is rapid:
Obtain the basic information of object to be assessed；The basic information includes documentation & info, patent information, social information, product
Information and project information；
Innovation value of the object to be assessed on preset each Innovation Dimensions is determined according to the basic information；The innovation
Dimension includes: document dimension, patent dimension, interaction dimension, product dimension and project dimension；
According in the document dimension, the patent dimension, the interaction dimension, the product dimension and the project dimension
Innovation value, determine the synthetic innovation degree of the object to be assessed.
7. terminal device as claimed in claim 6, which is characterized in that it is described determined according to the basic information it is described to be assessed
Innovation value of the object on preset each Innovation Dimensions, comprising:
According to document download and the document amount of sharing in the documentation & info, the document innovation in the document dimension is determined
Value；
According to the patent content and patent numbers in the patent information, the patent innovation value in the patent dimension is determined；
According to the exchange of technology information and technology sharing information in the social information, the interaction wound in the interaction dimension is determined
New value；
According to the product new life information and improved product information in the product information, the product wound in the product dimension is determined
New value；
According to the project application information and Project Operation information in the project information, the project wound in the project dimension is determined
New value.
8. terminal device as claimed in claim 7, which is characterized in that the patent content according in the patent information and
Patent numbers determine the patent innovation value in the patent dimension, comprising:
According to the patent content and preset term vector model, technical field belonging to each patent is determined；
According to the patent numbers, patent numbers of the object to be assessed in each technical field are determined；
According to the patent numbers in each corresponding default weight of technical field and each technical field, determine described in
The patent innovation value of patent dimension.
9. terminal device as claimed in claim 8, which is characterized in that described according to the patent content and preset term vector
Model determines technical field belonging to each patent, comprising:
According to the patent content and preset term vector model, the keyword of preset quantity is identified from patent；
According to the keyword of each technical field corresponding predetermined keyword and the preset quantity, the default pass is calculated
The similarity between keyword in keyword and the patent；
Technical field corresponding to predetermined keyword when identifying the similarity maximum is led as technology belonging to the patent
Domain.
10. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists
In when the computer program is executed by processor the step of any one of such as claim 1 to 5 of realization the method.
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