CN110134866A - Information recommendation method and device - Google Patents
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Abstract
This application discloses a kind of information recommendation method and relevant apparatus.Wherein, this method comprises: receiving item purpose project information, obtains the key word information in the project information；According to the key word information, judge whether the compliance of the project meets regulation；In situation as defined in meeting in the compliance, the characteristic information of the project is obtained；The first role information of the project is determined according to the characteristic information.It can effectively be the suitable role of project recommendation using the application.
Description
Technical field
This application involves field of computer technology more particularly to a kind of information recommendation methods and device.
Background technique
With the development of society, in order to start project, more and more people can be by that will possess technology within a certain period of time
Do not have the people of fund with there is fund there is no the investor of technology to combine this mode, it is real with more efficiently finished item
Existing win-win progress.
After identifying project, it is also necessary to the problems such as confirming the qualification ability of role required for the project and role.?
Under traditional mode, when there is project to occur, generally role required for the project can be planned for the specific content of the project.
But the working method under traditional mode, there are new projects to occur requiring planning the institute, new projects again every time
The role needed, not only wastes a large amount of time cost, but also to will lead to working efficiency low for this working method.
Summary of the invention
The application provides a kind of information recommendation method and electronic equipment, can effectively be the suitable role of project recommendation.
In a first aspect, the embodiment of the present application provides a kind of information recommendation method, comprising:
Receiving item purpose project information, obtains the key word information in the project information；
According to the key word information, judge whether the compliance of the project meets regulation；
In situation as defined in meeting in the compliance, the characteristic information of the project is obtained；
The first role information of the project is determined according to the characteristic information.
In the embodiment of the present application, when receiving the project information about project, it can be got according to the project information
The key word information of the project, and judge whether the project meets relevant regulations by the key word information, meet in the project
In the case where relevant regulations, the characteristic information of the project can be further obtained, and the project is determined according to this feature information
First role information, wherein the first role information is Role Information that the project is recommended by information recommending apparatus.Implement this
Apply for that embodiment, the working method under traditional mode there are new projects to occur requiring needed for planning the new projects again every time
The role wanted.But by the above-mentioned means, can be automatically the suitable Role Information of project recommendation, can avoid passing through tradition
Mode and waste a large amount of time cost, effectively increase working efficiency.
In one possible implementation, the first role letter that the project is determined according to the characteristic information
Breath, comprising:
Destination item identical at least one of characteristic information characteristic information is searched in the database；
Obtain second role information corresponding with the destination item；Wherein, the second role information includes role's number
It is one or more in amount, role's qualification, educational background and/or credit grade；
Judge whether the project and the matching degree of the destination item meet preset condition according to big data analysis technology；
In the case where the matching degree of the project and the destination item meets the preset condition, it is determined that described the
Two Role Informations are the first role information.
In the embodiment of the present application, by searching for database, it can find identical as at least one of project characteristic information
Destination item (destination item be database in existing project), while available related destination item corresponding the
Two Role Informations.It is described reaching and by determining whether the matching degree of the destination item and the project reaches preset condition
In the case where preset condition, it can be the first role information of the project by the second role information recommendation.Implement this Shen
Please embodiment, by the above-mentioned means, can be by obtaining first jiao as the project of the second role information of existing project
Color information can be more efficiently role required for the project recommendation, improve the efficiency of role's recommendation.
In one possible implementation, in the first role letter for determining the project according to the characteristic information
Before breath, the method also includes:
In the case where the matching degree of the project and the destination item does not meet the preset condition, according to the spy
Levy the third Role Information of project described in information setting；Wherein, the third role information include role's quantity, role's qualification,
It is one or more in educational background and/or credit grade；
Determine that the third Role Information is the first role information.
In the embodiment of the present application, in the case where the matching degree of the project and destination item is not high, the information recommendation
Device can be that the project resets new third Role Information by the characteristic information of the project.Implement the application implementation
Example, by the above-mentioned means, can also be the new Role Information of the project recommendation, effectively in the case where the matching degree is not high
Improve the success rate of project role recommendation.
In one possible implementation, the determination third Role Information be the first role information it
Afterwards, the method also includes:
The third Role Information is uploaded to the database, stores the third role letter in the database
Breath.
In the embodiment of the present application, the third Role Information that information recommending apparatus is reset can be stored in database
In, it can achieve the purpose that the feature vocabulary for increasing the database, improve the sharing degree of information.
In one possible implementation, in the first role letter for determining the project according to the characteristic information
After breath, the method also includes:
It scores according to code of points the first role information, obtains evaluation result, and save the evaluation knot
Fruit.
In the embodiment of the present application, score according to code of points to first role information, and then obtain appraisal result, no
It can only learn whether the first role information meets the requirement of the corresponding project promoter of the project, improve user experience；
And reference information can be provided for other users, improve the sharing degree and transparency of information.
In one possible implementation, the characteristic information for obtaining the project, comprising:
Obtain one or more characteristic informations in scale of the project, item difficulty and/or the item types of the project.
Second aspect, the embodiment of the present application provide a kind of information recommending apparatus, comprising:
Receiving unit is used for receiving item purpose project information；
Acquiring unit, for obtaining the key word information in the project information；
Judging unit, for judging whether the compliance of the project meets regulation according to the key word information；
The acquiring unit is also used in the case where the compliance meets defined situation, obtains the feature letter of the project
Breath；
Determination unit, for determining the first role information of the project according to the characteristic information.
In one possible implementation, the determination unit includes:
Subelement is searched, for searching target identical at least one of characteristic information characteristic information in the database
Project；
Subelement is obtained, for obtaining second role information corresponding with the destination item；Wherein, the second role
Information includes one or more in role's quantity, role's qualification, educational background and/or credit grade；
Judgment sub-unit judges the project for foundation big data analysis technology and the matching degree of the destination item is
It is no to meet preset condition；
Subelement is determined, for the case where the matching degree of the project and the destination item meets the preset condition
Under, it is determined that the second role information is the first role information.
In one possible implementation, described device further include:
Setup unit, for the case where the matching degree of the project and the destination item does not meet the preset condition
Under, the third Role Information of the project is set according to the characteristic information；Wherein, the third role information includes role's number
It is one or more in amount, role's qualification, educational background and/or credit grade；
The determination unit is also used to determine that the third Role Information is the first role information.
In one possible implementation, described device further include:
Storage unit stores institute for the third Role Information to be uploaded to the database in the database
State third Role Information.
In one possible implementation, described device further include:
Scoring unit obtains evaluation result, and protect for scoring according to code of points the first role information
Deposit the evaluation result.
In one possible implementation, the acquiring unit, specifically for obtaining scale of the project, the item of the project
One or more characteristic informations in mesh difficulty and/or item types.
The third aspect, the embodiment of the present application also provides a kind of information recommending apparatus, including it is processor, input interface, defeated
Outgoing interface and memory, the processor, input interface, output interface and memory are connected with each other, and are stored in the memory
There is program instruction；When described program instruction is executed by the processor, make the side of the processor execution as described in relation to the first aspect
The corresponding function of method.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, the computer-readable storage
Instruction is stored in medium, when run on a computer, so that computer executes method described in above-mentioned first aspect.
5th aspect, the embodiment of the present application provides a kind of computer program product comprising instruction, when it is in computer
When upper operation, so that computer executes method described in above-mentioned first aspect.
Detailed description of the invention
Technical solution in ord to more clearly illustrate embodiments of the present application or in background technique below will be implemented the application
Attached drawing needed in example or background technique is illustrated.
Fig. 1 is a kind of flow diagram of information recommendation method provided by the embodiments of the present application；
Fig. 2 is the flow diagram of another information recommendation method provided by the embodiments of the present application；
Fig. 3 is a kind of structural schematic diagram of information recommending apparatus provided by the embodiments of the present application；
Fig. 4 is the structural schematic diagram of another information recommending apparatus provided by the embodiments of the present application.
Specific embodiment
In order to keep the purposes, technical schemes and advantages of the application clearer, below in conjunction with attached drawing to the application make into
One step it is described in detail.
The description and claims of this application and term " first " in above-mentioned attached drawing, " second " etc. are for distinguishing
Different objects, is not use to describe a particular order.In addition, term " includes " and " having " and their any deformations, meaning
Figure, which is to cover, non-exclusive includes.Such as contain the process, method, system, product or equipment of a series of steps or units
It is not limited to listed step or unit, but optionally further comprising the step of not listing or unit, or optionally also
Including other step or units intrinsic for these process, methods or equipment.
The embodiment of the present application is described below in conjunction with attached drawing.
Referring to Figure 1, Fig. 1 is a kind of flow diagram of information recommendation method provided by the embodiments of the present application, the information
Recommended method can be applied to information recommending apparatus.The information recommending apparatus can be notebook, the mobile phone, desktop computer in internet
With tablet computer etc..Alternatively, the information recommending apparatus can also be terminal device, server etc., the embodiment of the present application pair
It is not construed as limiting in the information recommending apparatus.As shown in Figure 1, the information recommendation method includes:
S101, receiving item purpose project information, obtain the key word information in above-mentioned project information.
In the embodiment of the present application, above-mentioned project can raise project for a kind of crowd.Specifically, crowd, which raises, is translated from foreign countries
Mono- word of crowdfunding, i.e., it is public to raise funds, refer to the form for adding forward purchasing is purchased by group, the mode of project funds is raised to online friend.
Crowd raises the characteristic using internet and social networking service (social networking services, SNS) propagation, allows small enterprise
Industry, artist or individual strive for everybody concern and support to their intention of public display, and then obtain required fund
Assistance.It is understood that the embodiment of the present application is specifically what is not construed as limiting for the project.
Above-mentioned project information is to contain the relevant information of above-mentioned project, for example, project promoter related with the project
Identity information, record the information of the contents of a project, etc. in relation to the project.It is understood that for this in the embodiment of the present application
Mesh information is specifically what is not construed as limiting.
It can be realized by the method for automatic abstract for extracting the key word information in above-mentioned project information.Its
In, there are mainly two types of the methods of automatic abstract (Automatic Summarization): Extraction and Abstraction.
Wherein Extraction is extraction-type automaticabstracting, and by extracting already present keyword in document, sentence forms abstract；
Abstraction is production automaticabstracting, is indicated by establishing the abstract meaning of one's words, using spatial term technology,
Form abstract.Since production auto-abstracting method needs complicated natural language understanding and generation technique to support, application field
It is limited.
Wherein, for removable automaticabstracting, main method has at present:
(1) based on statistics: statistics word frequency, the information such as position calculate sentence weight, then the high sentence conduct of weight is chosen in letter
Digest, feature: it is easy to use, but surface information is only rested on mostly to the use of words and phrases.
(2) be based on graph model: building topology diagram is ranked up words and phrases.For example, TextRank/LexRank.
(3) potential applications are based on: using topic model, excavate words and phrases hiding information.For example, using LDA, HMM.
(4) it is based on integer programming: digest problem being switched into integral linear programming, seeks globally optimal solution.
It is understood that being what is not construed as limiting for specific keyword extraction algorithm in the embodiment of the present application.
Specifically, the step of can realizing the key word information for extracting above-mentioned project by algorithm TextRank.Wherein,
TextRank algorithm is a kind of sort algorithm based on figure for text.Its basic thought is calculated from the PageRank of Google
Method, by the way that text segmentation at several component units (word, sentence) and is established graph model, using voting mechanism in text
Important component is ranked up, and keyword extraction can be realized merely with the information of single document itself, digest extracts.
Correspondingly, the embodiment of the present application also describes the step of keyword extraction algorithm about TextRank:
The task of keyword abstraction is exactly to extract several significant words or word automatically from one section of given text
Group.TextRank algorithm is to be ranked up using relationship (co-occurrence window) between local vocabulary to subsequent key word, directly from text
This is extracted itself.Its key step is as follows:
(1) given text T is split according to complete words, i.e. T=[S1,S2,…,Sm,]。
(2) for each sentence Si∈ T carries out participle and part-of-speech tagging processing, and filters out stop words, only retains specified
The word of part of speech, such as noun, verb, adjective, i.e. Si=[ti,1,ti,2,…,ti,m], wherein ti,j∈SjIt is the time after retaining
Select keyword.
(3) candidate keywords figure G=(V, E) is constructed, wherein V is node collection, it is made of the candidate keywords that (2) generate,
Then the side between two o'clock is appointed using cooccurrence relation (co-occurrence) construction, there are sides only when them between two nodes
Corresponding vocabulary co-occurrence in the window that length is K, K indicate window size, i.e., most K words of co-occurrence.
(4) according to formula above, the weight of each node of iterative diffusion, until convergence.
(5) Bit-reversed is carried out to node weights, so that most important T word is obtained, as candidate keywords.
(6) most important T word is obtained by (5), is marked in urtext, if forming adjacent phrase, group
Synthesize more word keywords.For example, there is sentence " Matlab code for plotting ambiguity in text
Function " is combined into " Matlab code " and key is added if " Matlab " and " code " belongs to candidate keywords
Word sequence.
Implement the embodiment of the present application, the key word information in project information can be extracted by the above method, is subsequent
The project is analyzed to lay a good foundation.
S102, according to above-mentioned key word information, judge whether the compliance of above-mentioned project meets regulation.
In the embodiment of the present application, by implementation shown in step 101, the available keyword about above-mentioned project
Information, and then by analyzing the key word information, to judge whether the compliance of the project meets relevant regulations.
Wherein, judge whether project meets compliance regulation and can be understood as enterprise or organize to abide by the law to fulfil
The promise of laws and regulations requirement, establishes, implements and keep one or more programs, follows feelings to applicable law regulation periodically to evaluate
One management measure of condition.
Specifically, the compliance of above-mentioned project can be understood as whether project meets certain laws and regulations.It is above-mentioned default
Regulation may include: whether project has handled various certifications needed for development & construction, license (such as land use permit, state
There is construction land to use warrant, planning permit of construction engineering, building engineering construction licensing, building droit card etc.), and
Whether project has handled other certifications, license (such as Real Estate Corporations qualification certificates, examined and approved environment evaluation opinion, traffic impact point
In terms of analysis suggestions made after examination, design for fire protection audit opinion, final acceptance of construction report, maintenance funds pay voucher, related preferential policy
Certification etc.) and project whether be related to whether the illegal project such as porns, gambling and drugs and project influence ecological environment, etc..It can manage
It solves, is specifically what is not construed as limiting for the compliance of above-mentioned project and above-mentioned preset rules in the embodiment of the present application.
Wherein, whether ecological environment is influenced for project, can be checked according to following standard.It is 1996, international
Standardization enterprise has promulgated ISO14000 environment management standard, modified, forms existing " ISO14001:2004 ring
Border management system requires and guide for use ".China is equally used with " requirement of GB/T24001-2004 Environmental Management System " standard.
It is understood that in the embodiment of the present application for specific compliance be what without limitation.
Implement the embodiment of the present application, the legitimacy of project can be checked through the above way, can avoid initiating not
The project for meeting relevant regulations improves the confidence level of project.
S103, meet in above-mentioned compliance as defined in situation, obtain the characteristic information of above-mentioned project.
In the embodiment of the present application, if the compliance of the project meets relevant regulations, it can further pass through above-mentioned letter
Breath recommendation apparatus obtains the characteristic information of the project.Wherein, the characteristic information of the project is for indicating in relation to the specific of the project
Content.
In one possible implementation, the characteristic information of the above-mentioned project of above-mentioned acquisition, comprising:
Obtain one or more characteristic informations in scale of the project, item difficulty and/or the item types of above-mentioned project.
In the embodiment of the present application, the characteristic information by above-mentioned project may include the scale of the project of the project, project hardly possible
One or more characteristic informations in degree and/or item types.
Wherein, for the scale of the project of above-mentioned project, if the project is construction project, the construction project is by construction
Scale classification be item dividing be large-scale, medium-sized and small construction item, and Industrial Construction Project can be divided into it is large-scale, medium-sized and
Undersize item, non-Industrial Construction Project can be divided into large and medium-sized and undersize item.Scale of the project be by project construction total scale or
It is divided subject to total investment quota, i.e., it in principle should be by total scale determined by the statement of planned tasks or Preliminary design that higher level ratifies
Or gross investment is foundation, the not statement of planned tasks of official approval or Preliminary design, it can by country or provinces, municipalities and autonomous regions year
Spending total scale or gross investment listed in plan for investment in fixed assets table is foundation.What above-mentioned condition did not had, it can be by this year
The construction total scale or gross investment for planning construction are foundation.It is understood that being how to draw for scale of the project in the embodiment of the present application
Divide and is not construed as limiting.
Above-mentioned item difficulty can divide different grades according to different difficulty.Wherein it is possible to which item difficulty is divided
For 5 different ranks.Specifically, 1 grade: being very easy to, have ready-made scheme, do not need to conceive again, it is former not need modification
Reason, only moves or replaces；2 grades: being easy, there is similar scheme in intra-company, and doing local fixing can complete, can portion
Divide transplanting；3 grades: difficult, intra-company without similar scheme needs that external similar scheme is looked for do brand-new design；4 grades: comparing
Difficulty has similar scheme outside company but can not search out, need to conceive to form new side again without similar scheme in company
Case；5 grades: it is extremely difficult, it finds less than similar scheme, new function, new appearance is belonged on similar product, reaches neck of the same trade
It is first horizontal, it needs to do brand-new design.It is understood that in the embodiment of the present application for item difficulty be specifically how to divide do not make
It limits.
Above-mentioned item types can distinguish the item types of above-mentioned project according to the different criteria for classifying.Specifically, this
Application provides the standard that several item types divide, and specifically refers to following several division modes:
One, it is divided by project type
1, grassroot project.Refer to from scratch, " building up on level land " newly starts the project of construction.Construction project original base is very
Small, after expanding construction scale, the fixed assets value newly increased is more than original fixed assets value three times or more, is also regarded
For grassroot project.
2, expansion project.Refer to old enterprise, public institution, to expand existing product production capacity (or benefit) or increasing new
Production throughput, and create the project of main workshop or engineering.
3, reconstruction project.Refer to old enterprise, the project being transformed to existing equipment or engineering.
4, removal project.5, restoration project.
Two, it is divided by purpose
1, production project.2, nonproductive project.
Three, it is divided by industrial nature and feature
1, competitive project.Refer to that rate of return on investment is relatively high, market regulation is more flexible, competitive stronger generality
Construction project.
2, basic project.Refer to natural monoponly, the construction period is long, investment is big and income is low.
3, social benefit project.Refer to be mainly social development service, be difficult to generate the project of direct economy return.
Four, it is divided by construction scale
Capital construction project can be divided into large-scale, medium-sized and undersize item three classes；By the project that gross investment divides, the energy, friendship
It is logical, 50,000,000 yuan of raw and semifinished materials industries project or more, large and medium-sized (or in limit) project of 30,000,000 yuan of sundry item or more of conduct,
It otherwise is small-sized (or below limit) project.
It is understood that being not construed as limiting in the embodiment of the present application for how item types specifically divide.
S104, the first role information that above-mentioned project is determined according to features described above information.
In the embodiment of the present application, suitable Role Information can be determined for the project by features described above information, it is appreciated that
Above-mentioned first role information is the suitable Role Information that above- mentioned information recommendation apparatus is recommended for the project.
In one possible implementation, the above-mentioned first role letter that above-mentioned project is determined according to features described above information
Breath, comprising:
Destination item identical at least one of features described above information characteristic information is searched in the database；
Obtain second role information corresponding with above-mentioned destination item；Wherein, above-mentioned second role information includes role's number
It is one or more in amount, role's qualification, educational background and/or credit grade；
Judge whether above-mentioned project and the matching degree of above-mentioned destination item meet preset condition according to big data analysis technology；
In the case where the matching degree of above-mentioned project and above-mentioned destination item meets above-mentioned preset condition, it is determined that above-mentioned the
Two Role Informations are above-mentioned first role information.
In the embodiment of the present application, the relevant information for the project completed can store in above-mentioned database, by searching for
The database, can find at least one of has the identical destination item of characteristic information with above-mentioned project.It is understood that the target item
Purpose relevant information has historical record in the database.It is further, available to having when finding the destination item
Close the second role information of the project, it is appreciated that the second role information is used to indicate the Role Information of the destination item.Its
In, which includes one or more in role's quantity, role's qualification, educational background and/or credit grade.
Then, may determine that whether the matching degree between the destination item and above-mentioned project is full by big data analysis technology
Sufficient preset condition can be by the mesh if the matching degree of the destination item and above-mentioned project between the two meets the preset condition
The second role information of mark project is determined as the first role information (recommending the Role Information of the project) of above-mentioned project.
Wherein, big data analysis, which refers to, analyzes huge data.Big data may be summarized to be 5 V, data
Measure big (Volume), speed fast (Velocity), type more (Variety), value (Value), authenticity (Veracity).Greatly
Vocabulary of the data as IT industry most burning hot at present, the following data warehouse, data safety, data analysis, data are dug
Pick etc. is increasingly becoming the profit focus that industry personage falls over each other to pursue around the utilization of the commercial value of big data.With big data
The arriving in epoch, big data analysis are also come into being.
Big data analysis includes following six basic sides:
1, visual analyzing (Analytic Visualizations).Either to data assayer or common use
Family, data visualization are the most basic requirements of data analysis tool.
2, data mining algorithm (Data Mining Algorithms).Visualization is seen to people, and data mining is exactly
It is seen to machine.There are also other algorithm let us to go deep into inside data for cluster, segmentation, isolated charged body, tap value.
3, predictive analysis ability (Predictive Analytic Capabilities).Data mining can allow analysis
Member better understands data, and predictive analysis can allow analyst to make one according to visual analyzing and the result of data mining
A little predictive judgements.
4, semantic engine (Semantic Engines).Since the diversity of unstructured data brings data analysis
New challenge, it is therefore desirable to which a series of tool goes to parse, and extracts, and analyzes data.
5, the quality of data and data management (Data Quality and Master Data Management).Data matter
Amount and data management are the best practices of some management aspects.Being handled by standardized process and tool data can be with
Guarantee the analysis result of a high quality pre-defined.
6, data store, data warehouse.Data warehouse is for the ease of multidimensional analysis and multi-angle display data by specific
Mode is stored set up relevant database.In the design of business intelligence system, the building of data warehouse is
Key is the basis of business intelligence system, undertakes the task to operation system Data Integration, provides data for business intelligence system
It extracts, convert and load (ETL), and data are inquired and accessed by theme, mentioned on line data analysis and data mining
For data platform.
Wherein, above-mentioned preset condition can be a series of conditions of the corresponding project promoter's self-setting of above-mentioned project,
It can also be above- mentioned information recommendation apparatus according to one in the scale of the project of above-mentioned project, item difficulty and/or item types
Or multinomial characteristic information and the condition that is arranged.
Specifically, the preset condition can between above-mentioned project and above-mentioned destination item scale of the project similarity degree,
Item between the similarity degree of item difficulty and above-mentioned project and above-mentioned destination item between above-mentioned project and above-mentioned destination item
The similarity degree of mesh type, it is appreciated that the preset condition may include one or more in above-mentioned condition, and the embodiment of the present application
In be specifically what is not construed as limiting for the preset condition.
Finally, pass through the matching degree between the available above-mentioned project of above-mentioned big data analysis technology and above-mentioned destination item
(degree for meeting above-mentioned preset condition) can determine that above-mentioned second role information is in the case where above-mentioned matching degree is high
Above-mentioned first role information.
Implementing the embodiment of the present application can obtain when receiving the project information about project according to the project information
Judge whether the project meets relevant regulations to the key word information of the project, and by the key word information, is accorded in the project
In the case where closing relevant regulations, the characteristic information of the project can be further obtained, and the project is determined according to this feature information
First role information, wherein the first role information is Role Information that the project is recommended by information recommending apparatus.It is passing
Working method under system mode has new projects to occur requiring role required for planning the new projects again every time.But it is logical
Cross aforesaid way, can by obtaining the Role Information in existing database come for the suitable Role Information of the project recommendation,
It can avoid wasting a large amount of time cost by traditional mode, effectively increase working efficiency.
Fig. 2 is referred to, Fig. 2 is the flow diagram of another information recommendation method provided by the embodiments of the present application, such as Fig. 2
It is shown, this method comprises:
S201, receiving item purpose project information, obtain the key word information in above-mentioned project information.
In the embodiment of the present application, step S101 shown in Fig. 1 can refer to for the specific implementation of above-mentioned steps S201
Shown in implementation, be no longer described in detail one by one here.
The available key word information about above-mentioned project through the above way.
In one possible implementation, before receiving item purpose project information, the above method further include: in acquisition
State the identity information of the corresponding project promoter of project；According to the identity information of above-mentioned project promoter to above-mentioned project promoter
Reference information verified.
In the embodiment of the present application, the available identity information to above-mentioned project promoter of above- mentioned information recommendation apparatus,
In the identity information may include name, gender, identification card number, contact method etc., and can be looked by the identity information
The corresponding reference information of the project promoter is ask, and the reference information is verified.
Above-mentioned reference information can be understood as a kind of personal credit point.Wherein, the personal credit in above-mentioned reference information point
It can be for by the personal credit of bank statistics record, or sesame credit score of Alipay etc. passes through third party's credit
The personal credit of the available above-mentioned target user of platform point.It is understood that for above-mentioned reference information in the embodiment of the present application
Particular content is not construed as limiting.
Implement the embodiment of the present application, by verifying the reference information of above-mentioned project promoter, can avoid bad user and initiate
Project, and illegal project implementation is avoided, improve the confidence level of project.
S202, according to above-mentioned key word information, judge whether the compliance of above-mentioned project meets regulation.
The specific implementation of the step can refer to the step S102 of Fig. 1 above-described embodiment, and details are not described herein.
S203, meet in above-mentioned compliance as defined in situation, obtain the characteristic information of above-mentioned project.
The specific implementation of the step can refer to the step S103 of Fig. 1 above-described embodiment, and details are not described herein.
S204, the third Role Information according to the above-mentioned project of features described above information setting；Determine above-mentioned third Role Information
For above-mentioned first role information.
In the embodiment of the present application, step shown in Fig. 1 can refer to for the specific implementation of above-mentioned first role information
Implementation shown in S104, then this be not described in detail one by one.
Further, if not obtaining recommending above-mentioned the of above-mentioned project by specific implementation shown in step 104
One Role Information then needs again for the suitable Role Information of the project recommendation.
That is, in the case where the matching degree of above-mentioned project and above-mentioned destination item does not meet above-mentioned preset condition,
Alternatively, above- mentioned information recommendation apparatus can be according to the project in the case where not finding above-mentioned destination item in above-mentioned database
Characteristic information be the project reset new Role Information, i.e., above-mentioned third Role Information.
Further, above-mentioned third role information includes in role's quantity, role's qualification, educational background and/or credit grade
It is one or more.It can be according to one or more in the scale of the project, item difficulty and/or the item types that get above-mentioned project
Item characteristic information is third Role Information required for the project settings.When the third Role Information is completed in setting, it can
The third Role Information is determined as above-mentioned first role information.
Wherein, role's quantity is the particular number of role required for the project.
Role's qualification is used to indicate the ability of role.It for example, can be by credentials possessed by role, previous
Logging performance etc. indicate role's qualification.It is understood that specifically assorted for role's qualification in the embodiment of the present application
It is not construed as limiting.
Credit grade can be understood as the reference information of role, which can specifically include the personal letter of the role
Cease (such as name, gender, ID card information, contact method) and personal credit point；Wherein, personal credit point can serve as reasons
The personal credits of bank statistics records, or sesame credit score of Alipay etc., it can be with by third party's credit platform
Obtain the personal credit point of above-mentioned target user.It is understood that for how to get above-mentioned personal credit in the embodiment of the present application
Divide and is not construed as limiting.
Implement the embodiment of the present application, above- mentioned information recommendation apparatus can be the project according to the characteristic information of the project again
New Role Information (i.e. above-mentioned third Role Information) is set, and is determined as the third Role Information to recommend the angle of the project
Color information (i.e. first role information) guarantees to improve Role Information recommendation for the suitable Role Information of the project recommendation
Success rate.
S205, above-mentioned third Role Information is uploaded to above-mentioned database, above-mentioned the third angle is stored in above-mentioned database
Color information.
In the embodiment of the present application, above-mentioned third Role Information can be set by above- mentioned information recommendation apparatus, for this
It may be the feature vocabulary not occurred in above-mentioned database for three Role Informations.At this point it is possible to by the third Role Information
It is uploaded in the database, and relevant information of the storage about the third Role Information in the database.
Implement the embodiment of the present application, by the way that third role information preservation in the database, can be expanded in the database
Feature vocabulary, improve the shared rate of information.
S206, it scores according to code of points above-mentioned first role information, obtains evaluation result, and save upper commentary
Valence result.
In the embodiment of the present application, above-mentioned code of points can be above- mentioned information recommendation apparatus according in the first role information
Included each single item particular content formulates the code of points for being directed to each single item particular content.According to the code of points to above-mentioned
The included each single item particular content of first role information scores, and the available synthesis to the first role information is commented
Point, and then above-mentioned evaluation result is obtained, and save the evaluation result.
Wherein, project promoter can view above-mentioned first role information by above- mentioned information recommendation apparatus.For looking into
See that the first role information concrete form can be one or more in text, picture, screen, voice etc..It is understood that this Shen
Please embodiment for checking that the concrete form of the first role information is not construed as limiting.
Further, above-mentioned code of points can also be above-mentioned project promoter's sets itself.Specifically, in above-mentioned project
After promoter views above-mentioned first role information, above-mentioned project promoter can be directed to the first role information sets itself
Above-mentioned code of points.
It is understood that being not construed as limiting in the embodiment of the present application for what how the code of points was specifically arranged.
Role's recommendation is carried out to above-mentioned project by above- mentioned information recommendation apparatus, passes through the satisfaction to the first role information
Degree is evaluated, and evaluation result is saved, so can using the evaluation result as the circumstantial evidence of other users,
Improve the sharing degree of information.
Implementing the embodiment of the present application can obtain when receiving the project information about project according to the project information
Judge whether the project meets relevant regulations to the key word information of the project, and by the key word information, is accorded in the project
In the case where closing relevant regulations, the characteristic information of the project can be further obtained, and then is the project according to this feature information
Set suitable Role Information (i.e. first role information).Further, which can be uploaded to database
In, and the first role information is evaluated.By the above-mentioned means, not being only that other users provide reference frame, mention
The high sharing degree of information, and ensure that the success rate that project Role Information is recommended, improve project role's recommendation process
Working efficiency.
It is understood that Fig. 1 and method shown in Fig. 2 emphasize particularly on different fields, therefore the realization of not detailed description in one embodiment
Mode reference may also be made to other embodiments, no longer be described in detail one by one here.
It is above-mentioned to illustrate the method for the embodiment of the present application, the device of the embodiment of the present application is provided below.
Fig. 3 is referred to, Fig. 3 is a kind of structural schematic diagram of information recommending apparatus provided by the embodiments of the present application, the information
Recommendation apparatus includes: receiving unit 301, acquiring unit 302, judging unit 303 and determination unit 304；Optionally, above- mentioned information
Recommendation apparatus further include: setup unit 305；Optionally, above- mentioned information recommendation apparatus further include: storage unit 306；Optionally,
Above- mentioned information recommendation apparatus further include: scoring unit 307.Wherein:
Receiving unit 301 is used for receiving item purpose project information；
Acquiring unit 302, for obtaining the key word information in above-mentioned project information；
Judging unit 303, for judging whether the compliance of above-mentioned project meets regulation according to above-mentioned key word information；
Above-mentioned acquiring unit 302 is also used in the case where above-mentioned compliance meets defined situation, obtains the feature of above-mentioned project
Information；
Determination unit 304, for determining the first role information of above-mentioned project according to features described above information.
In one possible implementation, above-mentioned determination unit 304 includes:
Subelement 3041 is searched, it is identical at least one of features described above information characteristic information for searching in the database
Destination item；
Subelement 3042 is obtained, for obtaining second role information corresponding with above-mentioned destination item；Wherein, above-mentioned second
Role Information includes one or more in role's quantity, role's qualification, educational background and/or credit grade；
Judgment sub-unit 3043, for judging the matching of above-mentioned project Yu above-mentioned destination item according to big data analysis technology
Whether degree meets preset condition；
Subelement 3044 is determined, for meeting above-mentioned preset condition in the matching degree of above-mentioned project and above-mentioned destination item
In the case of, it is determined that above-mentioned second role information is above-mentioned first role information.
In alternatively possible implementation, above-mentioned apparatus further include:
Setup unit 305, for not meeting above-mentioned preset condition in the matching degree of above-mentioned project and above-mentioned destination item
In the case of, the third Role Information according to the above-mentioned project of features described above information setting；Wherein, above-mentioned third role information includes angle
It is one or more in chromatic number amount, role's qualification, educational background and/or credit grade；
Above-mentioned determination unit 304 is also used to determine that above-mentioned third Role Information is above-mentioned first role information.
In another possible implementation, above-mentioned apparatus further include:
Storage unit 306 stores in above-mentioned database for above-mentioned third Role Information to be uploaded to above-mentioned database
Above-mentioned third Role Information.
In another possible implementation, above-mentioned apparatus further include:
The unit 307 that scores obtains evaluation result for scoring according to code of points above-mentioned first role information,
And save above-mentioned evaluation result.
In another possible implementation, above-mentioned acquiring unit 302, the project specifically for obtaining above-mentioned project is advised
One or more characteristic informations in mould, item difficulty and/or item types.
Implementing the embodiment of the present application can obtain when receiving the project information about project according to the project information
Judge whether the project meets relevant regulations to the key word information of the project, and by the key word information, is accorded in the project
In the case where closing relevant regulations, the characteristic information of the project can be further obtained, and the project is determined according to this feature information
First role information, wherein the first role information is Role Information that the project is recommended by information recommending apparatus.Implement
The embodiment of the present application, the working method under traditional mode have new projects to occur requiring planning the institute, new projects again every time
The role needed.But by the above-mentioned means, can be automatically the suitable Role Information of project recommendation, can avoid passing through biography
System mode and waste a large amount of time cost, effectively increase working efficiency.
Related above-mentioned receiving unit 301, acquiring unit 302, judging unit 303, determination unit 304, setup unit 305,
Storage unit 306 and the scoring more detailed description of unit 307 can directly refer to above-mentioned embodiment of the method shown in fig. 1 or fig. 2
The associated description of middle information recommendation method directly obtains, and is not added repeats here.
Referring to fig. 4, Fig. 4 is the structural schematic diagram of another information recommending apparatus provided by the embodiments of the present application.The information
Recommendation apparatus includes processor 401, can also include input interface 402, output interface 403 and memory 404.The input interface
402, it is connected with each other between output interface 403, memory 404 and processor 401 by bus.
Memory include but is not limited to be random access memory (random access memory, RAM), read-only storage
Device (read-only memory, ROM), Erasable Programmable Read Only Memory EPROM (erasable programmable read
Only memory, EPROM) or portable read-only memory (compact disc read-only memory, CD-ROM),
The memory is used for dependent instruction and data.
Input interface is used for output data and/or signal for input data and/or signal and output interface.Output
Interface and input interface can be independent device, be also possible to the device of an entirety.
Processor may include be one or more processors, for example including one or more central processing unit (central
Processing unit, CPU), in the case where processor is a CPU, which can be monokaryon CPU, be also possible to more
Core CPU.
Memory is used to store the program code and data of electronic equipment.
Processor is used to call the program code and data in the memory, executes the step in above method embodiment.
As in one embodiment, processor can be used for executing implementation shown in step S101 to step S104.
For another example in one embodiment, processor can also be used to execute side shown in judging unit 303, determination unit 304
Method etc..
For another example in one embodiment, processor can also be used to control 402 receiving item purpose project information of input interface, control
Input interface 402 processed obtains the key word information in above-mentioned project information, and control input interface 402 obtains above-mentioned project
Characteristic information etc..
Description in embodiment of the method can be found in for the specific implementation of processor and/or input/output interface,
This is repeated no more.
It is designed it is understood that Fig. 4 only shows simplifying for information recommending apparatus.In practical applications, electronic equipment
Necessary other elements can also be separately included, including but not limited to any number of input/output interface, processor, control
Device, memory etc., and all electronic equipments that the embodiment of the present application may be implemented are all within the scope of protection of this application.
It is apparent to those skilled in the art that for convenience and simplicity of description, the device of foregoing description
It with the specific work process of unit, can refer to corresponding processes in the foregoing method embodiment, details are not described herein.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, the process
Relevant hardware can be instructed to complete by computer program, which can be stored in computer-readable storage medium, should
Program is when being executed, it may include such as the process of above-mentioned each method embodiment.And storage medium above-mentioned includes: ROM or deposits at random
Store up the medium of the various program storage codes such as memory body RAM, magnetic or disk.
Claims (10)
1. a kind of information recommendation method, which is characterized in that the described method includes:
Receiving item purpose project information, obtains the key word information in the project information；
According to the key word information, judge whether the compliance of the project meets regulation；
In situation as defined in meeting in the compliance, the characteristic information of the project is obtained；
The first role information of the project is determined according to the characteristic information.
2. the method according to claim 1, wherein described determine the of the project according to the characteristic information
One Role Information, comprising:
Destination item identical at least one of characteristic information characteristic information is searched in the database；
Obtain second role information corresponding with the destination item；Wherein, the second role information includes role's quantity, angle
It is one or more in color qualification, educational background and/or credit grade；
Judge whether the project and the matching degree of the destination item meet preset condition according to big data analysis technology；
In the case where the matching degree of the project and the destination item meets the preset condition, it is determined that described second jiao
Color information is the first role information.
3. according to the method described in claim 2, it is characterized in that, determining the project according to the characteristic information described
Before first role information, the method also includes:
In the case where the matching degree of the project and the destination item does not meet the preset condition, believe according to the feature
Breath sets the third Role Information of the project；Wherein, the third role information includes role's quantity, role's qualification, educational background
And/or it is one or more in credit grade；
Determine that the third Role Information is the first role information.
4. according to the method described in claim 3, it is characterized in that, being described first in the determination third Role Information
After Role Information, the method also includes:
The third Role Information is uploaded to the database, stores the third Role Information in the database.
5. method according to claim 1-4, which is characterized in that determine institute according to the characteristic information described
After the first role information for stating project, the method also includes:
It scores according to code of points the first role information, obtains evaluation result, and save the evaluation result.
6. according to the method described in claim 5, it is characterized in that, the characteristic information for obtaining the project, comprising:
Obtain one or more characteristic informations in scale of the project, item difficulty and/or the item types of the project.
7. a kind of information recommending apparatus, which is characterized in that the information recommending apparatus includes:
Receiving unit is used for receiving item purpose project information；
Acquiring unit, for obtaining the key word information in the project information；
Judging unit, for judging whether the compliance of the project meets regulation according to the key word information；
The acquiring unit is also used in the case where the compliance meets defined situation, obtains the characteristic information of the project；
Determination unit, for determining the first role information of the project according to the characteristic information.
8. device according to claim 7, which is characterized in that the determination unit includes:
Subelement is searched, for searching target item identical at least one of characteristic information characteristic information in the database
Mesh；
Subelement is obtained, for obtaining second role information corresponding with the destination item；Wherein, the second role information
Including one or more in role's quantity, role's qualification, educational background and/or credit grade；
Judgment sub-unit, for judging whether the matching degree of the project and the destination item is full according to big data analysis technology
Sufficient preset condition；
Determine subelement, in the case where meeting the preset condition for the matching degree in the project and the destination item,
Then determine that the second role information is the first role information.
9. a kind of information recommending apparatus, which is characterized in that including processor, input interface, output interface and memory, wherein
The memory is for storing computer program, and the computer program includes program instruction, and the processor is configured for
Described program instruction is called, the corresponding function of as the method according to claim 1 to 6 is executed.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is stored with computer program, described
Computer program includes program instruction, and described program instruction makes the processor execute such as claim when being executed by a processor
The described in any item methods of 1-6.
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| CN201910355531.5A CN110134866A (en) | 2019-04-29 | 2019-04-29 | Information recommendation method and device |
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| CN201910355531.5A CN110134866A (en) | 2019-04-29 | 2019-04-29 | Information recommendation method and device |
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