CN106408257A - Intelligent recruiting method using robot - Google Patents

Intelligent recruiting method using robot Download PDF

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Publication number
CN106408257A
CN106408257A CN201610824681.2A CN201610824681A CN106408257A CN 106408257 A CN106408257 A CN 106408257A CN 201610824681 A CN201610824681 A CN 201610824681A CN 106408257 A CN106408257 A CN 106408257A
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recruitment
file
needs
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post
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陈包容
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Changsha Dove Software Co Ltd
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Changsha Dove Software Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
    • G06Q10/105Human resources
    • G06Q10/1053Employment or hiring
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J11/00Manipulators not otherwise provided for
    • B25J11/0005Manipulators having means for high-level communication with users, e.g. speech generator, face recognition means
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Programme-controlled manipulators
    • B25J9/16Programme controls
    • B25J9/1679Programme controls characterised by the tasks executed
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L51/00User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
    • H04L51/02User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail using automatic reactions or user delegation, e.g. automatic replies or chatbot-generated messages

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Abstract

The invention discloses an intelligent recruiting method using a robot. The method obtains recruiting demands of an enterprise or a work unit, releases the recruiting demands on a preset recruiting website, receives and screens resumes meeting the requirements, sends interview requests to job seekers whose resumes meet the requirements, interviews the job seekers, and determines whether to recruit the job seekers or not. The method solves the technical problem that recruiting in the prior art through human resources is high in labor cost, heavy in recruiting work load, and low in recruiting efficiency. The method realizes automatic recruiting through the robot. The whole recruiting process does not need any manual operation, is simple for realization, largely reduces the recruiting cost, and improves the recruiting efficiency.

Description

A kind of method that robot realizes intelligence recruitment
Technical field
The present invention relates to communication technical field is and in particular to a kind of robot realizes the method that intelligence is recruited.
Background technology
At present, enterprise increasingly or unit pass through the E-Recruit talent.The main process of E-Recruit includes:First, HR makes recruitment file;Issue recruitment needs on recruitment website again and receive the resume of job hunter's delivery, or in recruitment website Search for job hunter on standing and obtain its information;Then comprehensive analysis, decide whether to interview.If it is required, then Advise By Wire The when and where of job hunter's interview, finally carries out a wheel or many wheel interviews Face to face, and finally decides whether to job hunter Employ.As can be seen here, the E-Recruit job demand of enterprise or unit manually operates, and program is cumbersome, and recruitment cost is higher.With Intelligent robot to progress into and apply in the modern life, the present invention proposes one kind and realizes intelligence recruitment by robot Method.
Content of the invention
The invention provides a kind of method that robot realizes intelligence recruitment, to solve existing to realize by human resourcess HR The technical problem that the human cost of recruitment is high, recruitment work is heavy and engagement efficiency is low.
The invention provides a kind of method that robot realizes intelligence recruitment, including:
Obtain the recruitment needs of enterprise or unit;
Recruitment needs are issued on default recruitment website;
Receive and screen qualified resume;
To qualified resume, corresponding job hunter sends interview and invites;
Job hunter is interviewed, and determines whether to take a job applicant on the staff.
Further, obtain enterprise or the recruitment needs of unit include:
Direct access enterprise or the recruitment needs of unit, or according to the task plan of enterprise or unit complete information and/or Labor turnover information generates the recruitment needs of enterprise or unit, and it is corresponding with recruitment post that recruitment needs at least include recruitment post The number of recruits and recruitment require.
Further, the recruitment needs that information generates enterprise or unit are completed according to the task plan of enterprise or unit Including:
Obtain enterprise or the task plan information of unit and task completes information;
Task plan information and task are completed information contrasted, determine recruitment post and with recruitment post pair The number of recruits answered;
Require according to requiring to obtain recruitment corresponding with recruitment post with the history recruitment in recruitment post identical post.
Further, recruitment needs are issued on default recruitment website to include:
Generate recruitment file according to recruitment needs, the file format of recruitment file include document, picture, voice, in video one Plant or multiple;
Recruitment file is rendered on default recruitment website.
Further, generate recruitment file according to recruitment needs to include:
According to the history recruitment file generated with recruitment post identical post of enterprise or unit, or according in presetting database Recruitment file template generate, or on the internet search with recruitment post identical post recruitment file obtain.
Further, recruitment file is rendered to and include on default recruitment website:
Judge whether default recruitment website is supported to recruit file format, if so, then directly recruitment file is rendered to default On recruitment website, if it is not, then according to the input content that the input entry input of recruitment website is corresponding.
Further, included according to the corresponding input content of the input entry input of recruitment website:
Using regular expression, extract from recruitment file and the input corresponding input content of entry;
Input content is automatically entered input area corresponding with inputting entry.
Further, receive and screen qualified resume and include:
According to time set in advance, automated log on recruitment website;
Receive and calculate the matching degree between the resume receiving by recruitment website and recruitment needs;
Choose matching degree and be more than the resume of predetermined threshold value as qualified resume.
Further, job hunter is interviewed, and determine whether that employing job hunting includes:
When and where information reception job hunter in being invited according to interview;
According to interview question set in advance, job hunter is interviewed;
Determine whether to take a job applicant on the staff based on the answer content that job hunter answers interview question.
Further, based on job hunter answer interview question answer content determine whether to take a job applicant on the staff including:
Merge the answer content that job hunter answers interview question, obtain and merge text;
Calculate the similarity merging between text and recruitment requirement, and interview score is obtained based on similarity;
Determine whether to take a job applicant on the staff according to interview score.
The invention has the advantages that:
The method that the robot that the present invention provides realizes intelligence recruitment, by obtaining the recruitment needs of enterprise or unit, default Recruitment website on issue recruitment needs, receive and screen qualified resume, the corresponding job hunting to qualified resume Person sends interview and invites, and job hunter is interviewed, and determines whether to take a job applicant on the staff, and solves and existing is provided by manpower The technical problem that the human cost that source HR realizes recruitment is high, recruitment work is heavy and engagement efficiency is low is it is achieved that pass through machine People is recruited automatically.And entirely recruitment need not manually operate, realize simple, greatly reduce recruitment cost, improve Engagement efficiency.
In addition to objects, features and advantages described above, the present invention also has other objects, features and advantages. Below with reference to figure, the present invention is further detailed explanation.
Brief description
The accompanying drawing building the part of the application is used for providing a further understanding of the present invention, the schematic reality of the present invention Apply example and its illustrate, for explaining the present invention, not building inappropriate limitation of the present invention.In the accompanying drawings:
Fig. 1 is that the robot of the preferred embodiment of the present invention realizes the method flow diagram that intelligence is recruited;
Fig. 2 is that the preferred embodiment of the present invention is directed to the method flow that first robot simplifying embodiment realizes intelligence recruitment Figure;
Fig. 3 is that the preferred embodiment of the present invention is directed to the method flow that second robot simplifying embodiment realizes intelligence recruitment Figure.
Specific embodiment
Below in conjunction with accompanying drawing, embodiments of the invention are described in detail, but the present invention can be defined by the claims Implement with the multitude of different ways covering.
With reference to Fig. 1, the preferred embodiments of the present invention provide a kind of method that robot realizes intelligence recruitment, including:
Step S101, obtains the recruitment needs of enterprise or unit;
Step S102, issues recruitment needs on default recruitment website;
Step S103, receives and screens qualified resume;
Step S104, to qualified resume, corresponding job hunter sends interview and invites;
Step S105, interviews to job hunter, and determines whether to take a job applicant on the staff.
The method that the robot that the present invention provides realizes intelligence recruitment, by obtaining the recruitment needs of enterprise or unit, Issue recruitment needs on default recruitment website, receive and screen qualified resume, corresponding to qualified resume Job hunter sends interview and invites, and job hunter is interviewed, and determines whether to take a job applicant on the staff, solve existing by people The technical problem that the human cost that power resource HR realizes recruitment is high, recruitment work is heavy and engagement efficiency is low is it is achieved that pass through Robot is recruited automatically.And entirely recruitment need not manually operate, realize simple, greatly reduce recruitment cost, carry Rise engagement efficiency.
In the present embodiment, default recruitment website by User Defined, for example, can be the well-known recruitment platform of comparison(Intelligence Connection is recruited, and future is carefree etc.)Or the recruitment website of company web page or forum's form etc..It should be noted that this In embodiment, the robot of indication both can be tangible machine people or virtual robot.
Alternatively, obtain enterprise or the recruitment needs of unit include:
Direct access enterprise or the recruitment needs of unit, or according to the task plan of enterprise or unit complete information and/or Labor turnover information generates the recruitment needs of enterprise or unit, and it is corresponding with recruitment post that recruitment needs at least include recruitment post The number of recruits and recruitment require.
Because the present embodiment is to realize intelligence based on robot to recruit, therefore robot needs to automatically obtain enterprise or list first The recruitment needs of position.Because, in actual implementation process, the Human Resource Department of enterprise or unit often formulates some The recruitment needs plan of member's recruitment.Therefore the present embodiment actively can be searched in default recruitment needs data base and obtain enterprise Or the recruitment needs of unit are it is also possible to setting receives the personnel recruitment demand that Human Resource Department formulates in real time or periodically, namely Human Resource Department, after making personnel recruitment demand, can arrange real-time or periodically send the personnel recruitment demand formulated To robot, thus triggering robot to carry out intelligent recruitment work.
But in actual implementation process, Human Resource Department will not may manually formulate enterprise or the recruitment of unit needs Ask.For this situation, in the present embodiment, robot completes information and/or employee according to the task plan of enterprise or unit Resignation information generates the recruitment needs of enterprise or unit, thus indirectly obtaining recruitment needs.Specifically, the work of the present embodiment indication Complete information as what task scheduling completed that information specifically includes the plan information of task and task, by comparing this Difference between the two, it is determined whether have recruitment needs or specific recruitment needs.Additionally, the present embodiment can also be according to employee Resignation information generates the recruitment needs of enterprise or unit, and this is because enterprise or unit personnel leave office and often cause relevant station Vacancy or task be not timely completed, therefore, the present embodiment can with real-time oversight enterprise or unit whether have employee from Duty, when having monitored labor turnover, triggering robot automatically generates recruitment needs, and carries out follow-up intelligence recruitment work Make.
Recruitment needs in the present embodiment at least include recruiting post to be wanted with recruiting the corresponding the number of recruits in post and recruiting Ask.But it is not limited to require with recruitment corresponding the number of recruits in post and recruitment including recruitment post, for example, can also include post Responsibility, job content, social benefit etc..
The present embodiment is by completing information and/or labor turnover information indirect according to the task plan of enterprise or unit Obtain recruitment needs, solve existing need human resourcess HR manually to formulate recruitment needs to lead to human cost high, recruitment needs Formulate the low technical problem of efficiency it is achieved that information and/or labor turnover are completed according to the task plan of enterprise or unit Information indirect obtains recruitment needs, and the recruitment needs generating meet enterprise or unit is actually needed, and has certain science and closes Rationality.
Alternatively, the recruitment needs bag that information generates enterprise or unit is completed according to the task plan of enterprise or unit Include:
Obtain enterprise or the task plan information of unit and task completes information;
Task plan information and task are completed information contrasted, determine recruitment post and with recruitment post pair The number of recruits answered;
Require according to requiring to obtain recruitment corresponding with recruitment post with the history recruitment in recruitment post identical post.
Specifically, the present embodiment completes information in the task plan according to enterprise or unit and generates enterprise or unit During recruitment needs, obtain enterprise or the task plan information of unit first and task completes information, then by work Task scheduling information and task complete information and are contrasted, determine recruitment post and with recruitment the corresponding recruitment in post people Number, requires finally according to requiring to obtain recruitment corresponding with recruitment post with the history recruitment in recruitment post identical post.
In actual implementation process, due to current embodiment require that task plan information and task are completed letter Breath is contrasted, determine recruitment post and with recruitment post corresponding the number of recruits, therefore obtaining the work of enterprise or unit After task scheduling information and task complete information, first task plan information or task can be completed information and enter Row quantifies, thus convenient subsequently compare, and more precisely determines and the corresponding the number of recruits in recruitment post.For example, certain unit Sales volume task scheduling amount is 1,000,000, and sales volume task performance is 600,000, then pass through to compare it can be seen that sales volume task Can not be completed by assigned personnel, therefore information comparing difference can be completed by task plan information and task(40 Ten thousand), obtaining this unit needs to recruit 2 salesmaies(Assume existing salesman average performance be 200,000/people).
Determine recruitment post and with after recruitment post corresponding the number of recruits, the present embodiment can according to recruitment The history recruitment in post identical post requires to obtain recruitment corresponding with recruitment post and requires.For example, for the example above, this The recruitment that embodiment is referred in the recruitment needs acquisition recruitment needs of existing salesman requires.
The present embodiment completes letter by obtaining enterprise or the task plan information of unit and task relatively newly Breath, and task plan information and task are completed information contrasted, determine recruitment post and with recruit hilllock The corresponding the number of recruits in position, and require acquisition corresponding with recruitment post according to the history recruitment in recruitment post identical post Recruitment requires, and not only automatically generates the recruitment needs of enterprise or unit, and the recruitment needs generating meet enterprise or unit is real Border needs, and has certain scientific rationality, is laid the foundation according to recruitment needs realization intelligence recruitment for follow-up.
Alternatively, recruitment needs are issued on default recruitment website to include:
Generate recruitment file according to recruitment needs, the file format of recruitment file include document, picture, voice, in video one Plant or multiple;
Recruitment file is rendered on default recruitment website.
Recruitment needs, after obtaining recruitment needs, are issued by intelligent robot or are rendered to default by the present embodiment automatically Recruitment website on.In the present embodiment, default recruitment website by User Defined, for example, can be that the well-known recruitment of comparison is put down Platform(Intelligence connection is recruited, and future is carefree etc.)Or the recruitment website of company web page or forum's form etc..Due to not similar shape The recruitment website of formula requires the recruitment needs form providing different, therefore the present embodiment generates recruitment literary composition according to recruitment needs first Part, the file format of recruitment file includes one or more of document, picture, voice, video, then will recruit file and throw in To on default recruitment website.
Alternatively, generate recruitment file according to recruitment needs to include:
According to the history recruitment file generated with recruitment post identical post of enterprise or unit, or according in presetting database Recruitment file template generate, or on the internet search with recruitment post identical post recruitment file obtain.
Specifically, when the present embodiment generates recruitment file according to recruitment needs, can be according to enterprise or unit and recruitment The history in post identical post recruits file generated it is also possible to generate according to the recruitment file template in presetting database, or The recruitment file that person searched for and recruited post identical post on the internet obtains, specifically by User Defined.Actual In implementation process, the present embodiment can take in above-mentioned three kinds of modes simultaneously any one generate recruitment file it is also possible to head First the history recruitment file generated with recruitment post identical post according to enterprise or unit, cannot obtain and recruit post During the history recruitment file in identical post, generated according to the recruitment file template in presetting database or search on the internet Obtain with the recruitment file in recruitment post identical post.
Alternatively, recruitment file is rendered to and include on default recruitment website:
Judge whether default recruitment website is supported to recruit file format, if so, then directly recruitment file is rendered to default On recruitment website, if it is not, then according to the input content that the input entry input of recruitment website is corresponding.
In the present embodiment, default recruitment website by User Defined, for example, can be the well-known recruitment platform of comparison(Intelligence Connection is recruited, and future is carefree etc.)Or the recruitment website of company web page or forum's form etc..Therefore different recruitment websites Stand different for the call format of the recruitment file being thrown to it, such as when recruitment website is for company web page, the present embodiment Directly recruitment file can be rendered on default recruitment website, when recruitment website is for third party's recruitment website, then may Recruitment root is required to throw in recruitment file according to the requirement of third party's recruitment website.Specifically, the present embodiment first determine whether default Whether recruitment website is supported to recruit file format, if so, then directly renders to recruitment file on default recruitment website, if No, then according to the input content that the input entry input of recruitment website is corresponding.
The present embodiment when recruitment file is rendered on default recruitment website, by judging that default recruitment website is No support recruitment file format, and different input modes are taken according to judged result, fully meet recruitment website to recruitment The input of file requires, it is to avoid lead to throw in unsuccessful situation because recruitment file does not meet recruitment website requirement, and passes through Intelligent decision recruits the input call format whether file meets recruitment website, automatically takes different modes to carry out recruiting file Throw in, improve the input accuracy rate of intelligence recruitment.
Alternatively, included according to the corresponding input content of the input entry input of recruitment website:
Using regular expression, extract from recruitment file and the input corresponding input content of entry;
Input content is automatically entered input area corresponding with inputting entry.
Specifically, the present embodiment judge default recruitment website do not support recruit file format after, using regular expressions Formula, extracts from recruitment file and the input corresponding input content of entry, then automatically enters input content and input entry Corresponding input area.For example it is directed to Zhaopin.com to stand, need to recruit that policy sets to Zhaopin.com station that each is defeated Enter entry and input corresponding input content.The present embodiment carries out semantics recognition by robot to input entry, and from recruitment Extract in file and the input corresponding input content of entry, it is to avoid manually fill in input corresponding with inputting entry interior Hold, improve input efficiency, improve recruitment file further and throw in efficiency.
Alternatively, receive and screen qualified resume and include:
According to time set in advance, automated log on recruitment website;
Receive and calculate the matching degree between the resume receiving by recruitment website and recruitment needs;
Choose matching degree and be more than the resume of predetermined threshold value as qualified resume.
In actual implementation process, the present embodiment can arrange robot and log in recruitment website in real time to receive resume, Can also be according to the self-defining time, automated log on recruitment website, and receive resume.8 points of every morning for example can be set, Robot automated log on recruitment website, or arrange that weekly which sky periodically logs in recruitment website etc..
After robot automated log on recruitment website, obtain and resume received by this recruitment website issuing recruitment needs, And calculate matching degree between the resume that receives by recruitment website and recruitment needs further, and choose matching degree and be more than and preset The resume of threshold value is as qualified resume.
The present embodiment passes through to calculate the matching degree between resume and recruitment needs, and chooses matching degree more than predetermined threshold value Resume, as qualified resume, is conducive to the qualified resume of preliminary screening, it is to avoid robot is to all receptions Resume is consulted.In actual implementation process, the present embodiment after calculating the matching degree between resume and recruitment needs, The resume that matching degree can be more than predetermined threshold value is ranked up by coupling angle value, thus facilitating robot from the high letter of matching degree Go through and consult to the low resume of matching degree successively.
Alternatively, job hunter is interviewed, and determine whether that employing job hunting includes:
When and where information reception job hunter in being invited according to interview;
According to interview question set in advance, job hunter is interviewed;
Determine whether to take a job applicant on the staff based on the answer content that job hunter answers interview question.
Specifically, after robot corresponding job hunter's transmission interview invitation to qualified resume in the present embodiment, root When and where information reception job hunter in inviting according to interview.For example, it is assumed that robot arranges the time of job hunter's first interview It is respectively A and B with place, then robot in the arrival of corresponding A time and B place wait job hunter, and can connect to it Treat and subsequently interview.In interview process, in the present embodiment, robot carries out to job hunter interviewing the side specifically adopting question and answer Formula is carried out, for example, according to interview question set in advance, job hunter is interviewed, and records job hunter's answer interview question and answer Answer content, is then based on whether all of answer content comprehensive analysis take a job applicant on the staff.
The present embodiment is carried out receiving to job hunter, is interviewed by robot, and finally determines whether to take a job applicant on the staff, entirely Process need not the human resourcess HR of specialty participate in, and standard process is simple, not only saves substantial amounts of human cost, and according to asking Whether duty person takes a job applicant on the staff to the answer content intellectual analysis of interview question, has certain objective science, intelligent journey Degree is high.
Alternatively, based on job hunter answer interview question answer content determine whether to take a job applicant on the staff including:
Merge the answer content that job hunter answers interview question, obtain and merge text;
Calculate the similarity merging between text and recruitment requirement, and interview score is obtained based on similarity;
Determine whether to take a job applicant on the staff according to interview score.
Specifically, when the present embodiment determines whether to take a job applicant on the staff based on the answer content that job hunter answers interview question, Mainly by calculating what the similarity between answer content and recruitment requirement determined.In actual implementation process, this reality Apply the interview result that example can weigh job hunter using interview score, and interview score and can require with recruitment according to merging text Between similarity determine, such as when similarity is 80%, can define to interview and must be divided into 80 points.In actual implementation process In, other of interview score acceptable synthesis job hunter examine scores, for example, can define interview score=80%*(Similarity * 100)+ 20%* image dressing score, wherein vivid dressing score can be defined as hundred-mark system.Specifically by User Defined.
Because the present embodiment is to realize intelligence to recruit using the final purpose of robot, therefore, ask calculating each After the interview score of duty person, all job hunters interviewing for same post can be arranged from high to low according to interview score Sequence, then selects the job hunter of respective number according to recruitment quantity, thus finally realize intelligence recruiting.
Enter below for two processes simplifying the intelligent recruitment methods of robot realization to the present invention for the embodiment and principle Row illustrates further.
Simplify embodiment one
With reference to Fig. 2, in the present embodiment, the method for robot realization intelligence recruitment includes:
Step S201, the recruitment needs of direct access enterprise or unit.
Specifically, because, in actual implementation process, the Human Resource Department of enterprise or unit often formulates The recruitment needs plan of personnel recruitment.Therefore the present embodiment actively can be searched in default recruitment needs data base and obtain enterprise The recruitment needs of industry or unit are it is also possible to setting receives the personnel recruitment demand that Human Resource Department formulates in real time or periodically.False If the present embodiment passes through to search the recruitment needs of new firms or unit in default recruitment needs data base.
Recruitment needs in the present embodiment at least include recruiting post to be wanted with recruiting the corresponding the number of recruits in post and recruiting Ask.But it is not limited to require with recruitment corresponding the number of recruits in post and recruitment including recruitment post, for example, can also include post Responsibility, job content, social benefit etc..
Step S202, according to the history recruitment file generated recruitment literary composition with recruitment post identical post of enterprise or unit Part, the file format of recruitment file includes one or more of document, picture, voice, video.
Specifically, because the recruitment website of multi-form requires the recruitment needs form providing different, therefore the present embodiment Generate recruitment file according to recruitment needs first, the file format of recruitment file include document, picture, voice, in video one Plant or multiple.
Step S203, judges whether default recruitment website is supported to recruit file format, if so, then directly will recruit file Render on default recruitment website, if it is not, then according to the input content that the input entry input of recruitment website is corresponding.
Specifically, in the present embodiment, default recruitment website can be one or different types of multiple recruitment Website.Because different recruitment websites is different for the call format of the recruitment file being thrown to it, therefore the present embodiment is being incited somebody to action When recruitment file is rendered on default recruitment website, first determine whether whether default recruitment website is supported to recruit file format, If so, then directly recruitment file is rendered on default recruitment website, if it is not, then the input entry according to recruitment website inputs Corresponding input content.
Present embodiment assumes that default recruitment website is 2, respectively company's recruitment webpage and Zhaopin.com station.Then It is assumed that directly company's recruitment webpage can be uploaded to different types of recruitment file format in specific implementation process, therefore Can be determined that company's recruitment webpage supports recruitment file format.And when recruitment file format is thrown to Zhaopin.com station, Hypothesis can not directly throw in this recruitment file, then adopt regular expression, extracts corresponding with input entry from recruitment file Input content, input content is automatically entered input area corresponding with inputting entry.Specifically, on Zhaopin.com station Need the input entry filled in(Such as the number of recruits, recruitment post, job duty, job content etc.), initially with canonical table Reach formula, extract from recruitment file and the input corresponding input content of entry, then input content is automatically entered and input bar The corresponding input area of mesh, final realization renders to recruitment file on different types of recruitment website.
Step S204, according to time set in advance, automated log on recruitment website.
Specifically, the present embodiment can arrange robot log in real time recruitment website come to receive resume it is also possible to according to from Define robot according to time set in advance, automated log on recruitment website, and receive resume, for example, every morning can be set 8 points, robot automated log on recruitment website, or arrange that weekly which sky periodically logs in recruitment website etc..
Step S205, receives and calculates the matching degree between the resume receiving by recruitment website and recruitment needs.
Specifically, during matching degree between the resume calculating recruitment website reception and recruitment needs for the present embodiment, first First participle is carried out to resume and recruitment needs, then the participle text that participle obtains is respectively converted into term vector, finally by The distance of calculating term vector between the two obtains matching degree between the two.
Step S206, chooses matching degree and is more than the resume of predetermined threshold value as qualified resume.
Specifically, the present embodiment setting predetermined threshold value, the relatively low resume of some matching degrees can be screened out, thus obtain with The resume of recruitment needs coupling relatively, significantly reduces the workload that subsequent robot reads to resume, improves intelligent recruitment Efficiency.
Step S207, to qualified resume, corresponding job hunter sends interview and invites.
Specifically, in the present embodiment, robot, can when to qualified resume, corresponding job hunter sends interview and invites To inform in inviting in the interview of transmission the time of job hunter's interview, material of place and needs preparation etc..
Step S208, interviews to job hunter, and determines whether to take a job applicant on the staff.
Specifically, after robot corresponding job hunter's transmission interview invitation to qualified resume in the present embodiment, press Showing up tentatively invites please the middle when and where arranged interview to job hunter, finally determines whether to take a job applicant on the staff.As can be seen here, The present embodiment can realize intelligent recruitment by robot, and whole process need not manually operate, and realize simple, greatly reduce trick Engage cost, improve engagement efficiency.
Simplify embodiment two
With reference to Fig. 3, in the present embodiment, the method for robot realization intelligence recruitment includes:
Step S301, completes, according to the task plan of enterprise or unit, the recruitment needs that information generates enterprise or unit, recruits Demand is engaged at least to include recruiting post and recruitment corresponding the number of recruits in post and recruitment requirement.
Specifically it is assumed that the present embodiment can not be searched for from default recruitment needs data base gets enterprise or unit Recruitment needs, then complete, according to the task plan of enterprise or unit, the recruitment needs that information indirect obtains enterprise or unit. Specifically, collection enterprise or the task plan information of unit and task complete information, then by task first Plan information and task complete information and are contrasted, determine recruitment post and with recruitment post corresponding the number of recruits, Require finally according to requiring to obtain recruitment corresponding with recruitment post with the history recruitment in recruitment post identical post.
Step S302, generates recruitment file according to recruitment needs, and the file format of recruitment file includes document, picture, language One or more of sound, video.
Specifically, the present embodiment can be according to the history recruitment file with recruitment post identical post of enterprise or unit Generate, or generated according to the recruitment file template in presetting database, or search on the internet and recruitment post identical hilllock The recruitment file of position obtains recruitment file.
Step S303, recruitment file is rendered on default recruitment website.
Specifically, when the present embodiment renders to recruitment file on default recruitment website, also include judging default trick Engage whether website is supported to recruit file format, if so, then directly render to recruitment file on default recruitment website, if it is not, Then according to the input content that the input entry input of recruitment website is corresponding.
Step S304, receives and screens qualified resume.
Specifically, the present embodiment can be by calculating the matching degree between resume and recruitment needs, and it is big to choose matching degree In predetermined threshold value resume as qualified resume.
Step S305, the when and where information reception job hunter in being invited according to interview.
Specifically, after robot corresponding job hunter's transmission interview invitation to qualified resume in the present embodiment, root When and where information reception job hunter in inviting according to interview.For example, it is assumed that robot arranges the time of job hunter's first interview It is respectively A and B with place, then robot in the arrival of corresponding A time and B place wait job hunter, and can connect to it Treat and subsequently interview.In interview process, in the present embodiment, robot carries out to job hunter interviewing the side specifically adopting question and answer Formula is carried out, for example, according to interview question set in advance, job hunter is interviewed, and records job hunter's answer interview question and answer Answer content, is then based on whether all of answer content comprehensive analysis take a job applicant on the staff.
Step S306, interviews to job hunter according to interview question set in advance.
Specifically, the present embodiment interview question set in advance, by User Defined, can be asked for one or more interviews Topic, and interview question can arrange fixing interview question it is also possible to setting interview question data base, is randomly selected by robot Different types of interview question is interviewed to job hunter.
Step S307, merges the answer content that job hunter answers interview question, obtains and merges text.
Specifically, robot, by puing question to job hunter, completes interview process, and answers all interviews in job hunter After problem, the answer content that job hunter answers all interview question is merged by the present embodiment, obtains and merges text.
Step S308, calculates the similarity merging between text and recruitment requirement, and obtains interview score based on similarity.
Specifically, after the present embodiment acquisition merges text, by calculating the similarity merging between text and recruitment requirement, Thus obtaining Similarity value, both can directly using Similarity value as interview score it is also possible to as interview score plus Power built-up section, for example, can obtain final interview score with comprehensive similarity and other interview item scores.
Step S309, determines whether to take a job applicant on the staff according to interview score.
Specifically, the present embodiment, can be to for same post face after calculating the interview score of each job hunter All job hunters of examination are ranked up from high to low according to interview score, then select the job hunting of respective number according to recruitment quantity Person, thus finally realize intelligence recruit.
The method that the robot that the present invention provides realizes intelligence recruitment, by obtaining the recruitment needs of enterprise or unit, Issue recruitment needs on default recruitment website, receive and screen qualified resume, corresponding to qualified resume Job hunter sends interview and invites, and job hunter is interviewed, and determines whether to take a job applicant on the staff, solve existing by people The technical problem that the human cost that power resource HR realizes recruitment is high, recruitment work is heavy and engagement efficiency is low is it is achieved that pass through Robot is recruited automatically.And entirely recruitment need not manually operate, realize simple, greatly reduce recruitment cost, carry Rise engagement efficiency.
These are only the preferred embodiments of the present invention, be not limited to the present invention, for those skilled in the art For member, the present invention can have various modifications and variations.All any modifications within the spirit and principles in the present invention, made, Equivalent, improvement etc., should be included within the scope of the present invention.

Claims (10)

1. a kind of robot realizes the method for intelligence recruitment it is characterised in that including:
Obtain the recruitment needs of enterprise or unit;
Described recruitment needs are issued on default recruitment website;
Receive and screen qualified resume;
To qualified resume, corresponding job hunter sends interview and invites;
Described job hunter is interviewed, and determines whether to employ described job hunter.
2. robot according to claim 1 realizes the method for intelligence recruitment it is characterised in that obtaining enterprise or unit Recruitment needs include:
Direct access enterprise or the recruitment needs of unit, or according to the task plan of enterprise or unit complete information and/or Labor turnover information generates the recruitment needs of enterprise or unit, and described recruitment needs at least include recruiting post and described recruitment The corresponding the number of recruits in post and recruitment require.
3. robot according to claim 2 realizes the method for intelligence recruitment it is characterised in that according to enterprise or unit Task plan completes information generation enterprise or the recruitment needs of unit include:
Obtain enterprise or the task plan information of unit and task completes information;
Described task plan information is completed information with described task contrasted, determine recruitment post and with institute State the corresponding the number of recruits in recruitment post;
Acquisition recruitment corresponding with described recruitment post is required to want according to the history recruitment in described recruitment post identical post Ask.
4. robot according to claim 3 realizes the method for intelligence recruitment it is characterised in that in default recruitment website The described recruitment needs of upper issue include:
Generate recruitment file according to described recruitment needs, the file format of described recruitment file includes document, picture, voice, regards One or more of frequency;
Described recruitment file is rendered on default recruitment website.
5. robot according to claim 4 realizes the method for intelligence recruitment it is characterised in that according to described recruitment needs Generate recruitment file to include:
According to the history recruitment file generated with described recruitment post identical post of enterprise or unit, or according to preset data Recruitment file template in storehouse generates, or search on the internet is obtained with the recruitment file in described recruitment post identical post ?.
6. robot according to claim 5 realizes the method for intelligence recruitment it is characterised in that throwing described recruitment file It is put into and include on default recruitment website:
Judge whether described default recruitment website supports described recruitment file format, if so, then directly by described recruitment file Render on default recruitment website, if it is not, then according in the corresponding input of the input entry input of described recruitment website Hold.
7. robot according to claim 6 realizes the method for intelligence recruitment it is characterised in that according to described recruitment website The input entry corresponding input content of input include:
Using regular expression, extract from described recruitment file and the described input corresponding input content of entry;
Described input content is automatically entered and the described input corresponding input area of entry.
8. the method for intelligence recruitment is realized it is characterised in that receiving and screening according to the arbitrary described robot of claim 1-7 Qualified resume includes:
According to time set in advance, recruitment website described in automated log on;
Receive and calculate the matching degree between the resume receiving by described recruitment website and described recruitment needs;
Choose matching degree and be more than the resume of predetermined threshold value as qualified resume.
9. robot according to claim 8 realizes the method for intelligence recruitment it is characterised in that carrying out to described job hunter Interview, and determine whether that employing described job hunting includes:
When and where information reception job hunter in being invited according to described interview;
According to interview question set in advance, described job hunter is interviewed;
Determine whether to employ described job hunter based on the answer content that described job hunter answers described interview question.
10. robot according to claim 9 realizes the method for intelligence recruitment it is characterised in that being based on described job hunter The answer content answering described interview question determines whether that employing described job hunter includes:
Merge the answer content that described job hunter answers described interview question, obtain and merge text;
Calculate the described similarity merging between text and described recruitment requirement, and interview score is obtained based on described similarity;
Determine whether to employ described job hunter according to described interview score.
CN201610824681.2A 2016-09-18 2016-09-18 Intelligent recruiting method using robot Pending CN106408257A (en)

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