CN109002906A - A kind of occupational planning path architecture system and processing method - Google Patents
A kind of occupational planning path architecture system and processing method Download PDFInfo
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- CN109002906A CN109002906A CN201810663411.7A CN201810663411A CN109002906A CN 109002906 A CN109002906 A CN 109002906A CN 201810663411 A CN201810663411 A CN 201810663411A CN 109002906 A CN109002906 A CN 109002906A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/105—Human resources
- G06Q10/1053—Employment or hiring
Abstract
The present invention discloses a kind of occupational planning path architecture system, including position library module, occupational planning path module, professional recommending module；The position library module is selected for providing standardized position for job hunter, including the position library constructed by job data；The occupational planning path module includes the occupational planning path library constructed by occupational planning path data；The position that the history data or job hunter that the occupation recommending module is used to be inputted according to job hunter select in position library module, recommends occupational planning path and new position.A kind of processing method is also provided.The update of Professional is set to replace more convenient, long-range and architecture, job hunter can obtain the career path of bigger development space, or find achievable path according to interest occupation, meet the individual demand of individualized medicine worker's career growth.
Description
Technical field
The invention belongs to technical field of data processing, in particular to a kind of occupational planning path architecture system and processing side
Method.
Background technique
With the development of new techniques such as internet, Internet of Things, artificial intelligence, cloud computing, big data, virtual reality, Ren Leijia
Knowledge type, learning-oriented society are stepped into fastly.New occupation can constantly occur, and persistently generate a large amount of career development new route.
Many positions such as the duty dealer in new duty dealer or transition, which need to relocate, even move to new Professional reconstruct learns
It practises.Therefore, occupational planning architectural framework is constructed using internet platform, Knowledge Worker is made to obtain each complete duty of career
Industry development path meets duty dealer and determines itself career development demand.Occupational interest, work warp of the Knowledge Worker according to itself
It goes through, seeks occupational space, obtain complete personalized career development path, have important practical significance.
In traditional enterprise organization structure, Knowledge Worker faces new competitive pressure, how to accelerate itself to grow up, or contracting
The short promotion time promotes output efficiency, is the problem of individualized medicine worker of effort change life destiny must face.Such as obtain
It obtains completely mature career development path to be used as to mark, solves a large amount of Knowledge Worker's career stagnation and helped
It helps, important reference value is had to the Knowledge Worker in traditional forms of enterprises's organizational structure.
The annual new a large amount of Knowledge Workers (graduates) for entering workplace, with greater need for the complete of each occupational area of every profession and trade
Whole mature career development path is used as to mark, and according to the occupational interest of itself, selection is suitble to the first part of professional direction of oneself,
It lays the foundation for oneself long term growth, reduces the learning cost of occupation choice, greatly discharge talent's potentiality, promote entire society
Human resources output efficiency.
This method can satisfy the demand of the occupational planning, occupation choice largely urgently grown up, release knowledge work
The human resources potentiality of person have great social value.
Applicant is new by looking into, and retrieves following Exemplary patents document related to the present invention:
(1) a kind of that method, system and a kind of electronic equipment (applicant: the striking news data in Shanghai of occupational planning reference scheme are provided
Telecom technology co., ltd, application number: CN201510765533.3)
(2) data analysing method and system (applicant: I finds e-commerce Co., Ltd in Shanghai, application number:
CN201610442702.4).
Current state the main problems are as follows:
(1) substantially using single position as solution, occupational planning case database is established by manual entry mode, with quiet
Based on state occupation case.Practical social organization is evolving, polynary, dynamic, and leading to the occupation in tissue is to become
It is changing, polynary, dynamic, and constantly update.
(2) tradition recommends new occupation with profession, carries out building occupational planning information and professional reference information, does not consider to look forward to
Industry or the division of labor in society are built upon the demand of practical business.New position desired by Knowledge Worker's individual needs to comprehensively consider a
The factors such as the study profession of body, occupational interest, social relationships, work experience, development space, wherein occupational interest, development space
It is the most important factor of job hunter；And work experience, operating potential are the factors that tissue is most valued.
(3) Knowledge Worker as single individual, especially pursues in the society innovated at one, needs the following occupation hair
The personalized growing path of exhibition shortens growth time to meet the vocational need of itself occupational interest, personal long-range growing space
And cost, mould the career of high-quality.
Summary of the invention
The present invention makes Professional in view of the above-mentioned problems, provide a kind of occupational planning path architecture system and processing method
Update replace more convenient, long-range and architecture, job hunter can obtain the career path of bigger development space, or according to emerging
Achievable path is found in interesting occupation, meets the individual demand of individualized medicine worker's career growth.
The purpose of the present invention can be realized by following technical proposals: a kind of occupational planning path architecture system, including
Position library module, occupational planning path module, professional recommending module；The position library module is supplied for providing standardized position
Job hunter's selection, including the position library constructed by job data；The occupational planning path module includes by occupational planning path
The occupational planning path library of data building；The history data or job hunter that the occupation recommending module is used to be inputted according to job hunter
The position selected in position library module recommends occupational planning path and new position.
Further, in the position library module, the primary data of the job data is obtained from public resource, is obtained
Laggard line number Data preprocess and semantical definition are taken, effective job data is obtained, is finally built into effective position library.
Further, the data prediction includes in data cleansing, data integration, hough transformation and data transformation
At least one.
Further, the semantical definition is by professional object, the square of professional work post and professional three dimensions of rank building
Configuration occupation library model realization.
Further, in the occupational planning path module, the primary data of the occupational planning path data is from public affairs
It is obtained in resource altogether, obtains laggard line number Data preprocess, obtain occupational planning path data, create occupational planning path data mould
Type obtains effective occupational planning path data, is finally built into effective occupational planning path library.
Further, the primary data obtained from public resource is career growth path data, the career growth
Crucial occupation data is extracted in path data forms occupational planning path data.
Still further, the precondition of the key occupation data includes professional node≤7, certain field senior position
At least one of >=1 ten thousand working hours, certain domain expert time >=10 year；Extract the algorithm parameter packet of crucial occupation data
It includes and cuts the factor, growth factor, retention factors.
Further, the professional recommending module further includes Semantic judgement module, the inquiry defined for judging job hunter
Whether semanteme meets formation condition, and according to the query semantics defined, professional recommending module recommends occupational planning path and new duty
Position, occupational planning path derive from occupational planning path module, and new position derives from position library module.
A kind of processing method of occupational planning path architecture system includes the following steps: the resume for obtaining job hunter's input
The position that data or job hunter select in position library module；According to the history data or position of acquisition, in professional planning path
Module searches suitable occupational planning path, searches suitable new position in position library module；Professional recommending module is by search
Occupational planning path and new position are exported to job hunter for job hunter's reference.
Beneficial effects of the present invention:
(1) it is supplied to the career development path of job hunter's long-term plan；
(2) meet job hunter and determine personalized occupational planning demand based on own characteristic；
(3) on the basis of being based on long-range occupational planning, job hunter is helped to determine the position of next step；
(4) whole that the career development planning path of comprehensive health is provided, to meet job hunter itself occupational interest, personal long-range
The vocational need of growing space shortens growth time and cost, moulds the career of high-quality；
(5) excavate and intensify society human resource potential.
Detailed description of the invention
Fig. 1 is integrated stand composition of the invention.
Fig. 2 is the schematic diagram of the position library module in the present invention.
Fig. 3 is the schematic diagram of the occupational planning path module in the present invention.
Fig. 4 is the flow chart of the professional recommending module in the present invention.
Specific embodiment
Below in conjunction with the attached drawing specific embodiment that the present invention will be described in detail, those skilled in the art is made to become apparent from geography
How solution practices the present invention.Although describing the present invention in conjunction with its preferred embodiment, these embodiments are
It illustrates, is not intended to limit the scope of the invention.
Referring to Fig. 1, a kind of occupational planning path architecture system, including position library module, occupational planning path module, occupation
Recommending module.Position library module includes effective job data after the job data standardization obtained by internet；Occupational planning
Path module includes the occupational planning path data defined by the career path data abstraction obtained under internet and line, occupation rule
It draws path data and is further optimized into effective occupational planning path data on the basis of effective job data of position library module；Duty
The position that the history data or job hunter that industry recommending module is used to be inputted according to job hunter select in position library module, recommends duty
Industry planning path and new position.
The tissue of different industries, tissue (private enterprise, state-owned enterprise, foreign enterprise) and same industry different scales pair of different nature
The responsibility in different posies with require inconsistent, or the emphasis of work is different, causes the title of position widely different, social is fast
Speed is changed, and the position title of different times is also widely different, so establishing standardized position library is particularly important.
The position library module is selected for providing standardized position for job hunter comprising by job data building
Effective position library.Referring to fig. 2, the primary data of job data is obtained from public resources such as internet platforms, is carried out after acquisition
Data prediction and semantical definition, obtain effective job data, are finally built into effective position library.Wherein, due to identical position
Or the position title of similar position is widely different, need to pre-process to data, data prediction mainly takes data cleansing, number
According at least one of integrated, hough transformation and data transformation.Semantical definition is mainly from professional object, professional work post and occupation
Three dimensions of rank construct matrix form occupation library model.
Professional object and professional work post and social change, the development correlation of new technology are stronger, the two dimension values with
The change of society, the development of new technology are constantly updated or are increased newly；Professional rank is relatively stable.
By taking IT industry as an example: professional object data (Object): < ERP, C/C++, Java ... ..., data mining, automatically
Change, database >；Professional work post data (Profession): < programmer, software, research and development ... ... are tested, design, and O&M is real
It applies, using >；Professional rank data (Level)<N/A, primary, assistant, engineer, manager ... ... is advanced, and researcher>.Matrix
Formula position library (Job) model is such as: { J111,J121,J131,……,J122,J132,……Jiii}。
Professional object, professional work post, professional rank constitute the fundamental in professional library, and position library module is occupational planning road
The foundation stone of diameter module, the definition of position library module need to have the characteristics such as expansible, generally applicable, reusable.
The occupational planning path module is used to provide the duty according to job hunter's position selected in position library module
Occupational planning path corresponding to position comprising the effective occupational planning path library constructed by effective occupational planning path data.
Referring to Fig. 3, the primary data of occupational planning path data from internet platform (such as Baidupedia: https: //
Baike.baidu.com/, Wiki: https: //en.wikipedia.org etc.) etc. under public resources and traditional line (as each
The channels such as employer's organization's meeting welcome guest's brief introduction) it obtains, laggard line number Data preprocess is obtained, occupational planning path data is obtained, is created
Occupational planning path data model is built, effective occupational planning path data is obtained, is finally built into effective occupational planning path library.
The primary data of acquisition is usually career growth path data, needs therefrom to extract crucial occupation data to form duty
Industry planning path data.Wherein, crucial occupation data is small including professional node≤7, the work of certain field senior position >=10,000
When, at least one of certain domain expert time >=10 year.The algorithm parameter for extracting crucial occupation data is as follows: cut the factor:
The position factor (position time≤1 year), the identical merging of occupation (industry is identical, and company size is close)；Retention factors: first position,
Present post position；Growth factor: Studying factors (learning time >=1 year), (professional object ki-1, is transformed into professional object conversion factor
Professional object ki-1), professional work post conversion factor (professional work post ni-1, be transformed into professional work post ni), professional rank promote because
Son (professional rank mi-1 changes professional rank mi, comprising promoting or degrading).
Referring to fig. 4, history data or job hunter of the professional recommending module for being inputted according to job hunter are in position library
The position (determining professional direction) selected in module, recommends occupational planning path and new position.Wherein, resume module includes asking
At least one of duty person's present post position, interest preference, individual speciality, education experience, career field information.Job hunter is in position library
The position selected in module can be the present post position of job hunter or the position based on interest or specific next position.
Professional recommending module can generate query semantics according to above- mentioned information or job hunter actively defines query semantics, wherein
Whether the query semantics that professional recommending module judges that job hunter actively defines meet formation condition, i.e., believe key condition therein
Breath is judged, qualified then form query semantics, and unqualified, job hunter actively defines query semantics again.
According to the query semantics defined, professional recommending module recommends certain occupation rule from occupational planning path module
Draw path, consequently recommended new position.
It should be pointed out that can also have the embodiment of a variety of transformation and remodeling for the present invention through absolutely proving,
It is not limited to the specific embodiment of above embodiment.Above-described embodiment as just explanation of the invention, rather than to this
The limitation of invention.In short, protection scope of the present invention should include that those are apparent to those skilled in the art
Transformation or substitution and remodeling.
Claims (9)
1. a kind of occupational planning path architecture system, which is characterized in that including position library module, occupational planning path module, duty
Industry recommending module；The position library module is selected for providing standardized position for job hunter, including is constructed by job data
Position library；The occupational planning path module includes the occupational planning path library constructed by occupational planning path data；It is described
The position that the history data or job hunter that professional recommending module is used to be inputted according to job hunter select in position library module, recommends
Occupational planning path and new position.
2. occupational planning path architecture system according to claim 1, which is characterized in that in the position library module, institute
The primary data for stating job data is obtained from public resource, obtains laggard line number Data preprocess and semantical definition, is had
Job data is imitated, effective position library is finally built into.
3. occupational planning path architecture system according to claim 2, which is characterized in that the data prediction includes number
According at least one of cleaning, data integration, hough transformation and data transformation.
4. occupational planning path architecture system according to claim 2, which is characterized in that the semantical definition is right by occupation
As, the matrix form occupation library model realization that constructs of professional work post and professional three dimensions of rank.
5. occupational planning path architecture system according to claim 1, which is characterized in that the occupational planning path module
In, the primary data of the occupational planning path data is obtained from public resource, is obtained laggard line number Data preprocess, is obtained
Occupational planning path data creates occupational planning path data model, obtains effective occupational planning path data, be finally built into
Effective occupational planning path library.
6. occupational planning path architecture system according to claim 5, which is characterized in that is obtained from public resource is first
Beginning data are career growth path data, and crucial occupation data is extracted in the career growth path data and forms occupational planning road
Diameter data.
7. occupational planning path architecture system according to claim 6, which is characterized in that before the key occupation data
Condition is set including in professional node≤7, certain field senior position >=10,000 working hours, certain domain expert time >=10 year
At least one；The algorithm parameter for extracting crucial occupation data includes cutting the factor, growth factor, retention factors.
8. occupational planning path architecture system according to claim 1, which is characterized in that the occupation recommending module is also wrapped
Semantic judgement module is included, for judging whether the query semantics that job hunter defines meet formation condition, according to the inquiry defined
Semanteme, professional recommending module recommend occupational planning path and new position, and occupational planning path derives from occupational planning path module,
New position derives from position library module.
9. a kind of processing method of occupational planning path architecture system, which is characterized in that using described in any one of claim 1-8
Occupational planning path architecture system, the treating method comprises following steps: obtaining the history data of job hunter's input or ask
The position that duty person selects in position library module；According to the history data or position of acquisition, in professional planning path module search
Suitable new position is searched in position library module in suitable occupational planning path；Professional recommending module is by the occupational planning of search
Path and new position are exported to job hunter for job hunter's reference.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN110020208A (en) * | 2019-04-17 | 2019-07-16 | 北京网聘咨询有限公司 | Position recommender system |
| CN110111083A (en) * | 2019-05-15 | 2019-08-09 | 深圳市前海欢雀科技有限公司 | A kind of system based on deep learning building occupational planning |
| CN111179134A (en) * | 2020-01-02 | 2020-05-19 | 上海电机学院 | Academic occupation planning system and method based on big data |
| CN115860997A (en) * | 2023-02-21 | 2023-03-28 | 山东心法科技有限公司 | Talent training management method, system and medium based on professional skills |
| CN117828194A (en) * | 2024-03-04 | 2024-04-05 | 武汉华林梦想科技有限公司 | Occupational recommendation method based on knowledge graph |
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