CN111967848A

CN111967848A - Resume acquisition method, apparatus, system and medium

Info

Publication number: CN111967848A
Application number: CN202010835798.7A
Authority: CN
Inventors: 张洋; 宋晓栋; 周俊鑫
Original assignee: ICBC Technology Co Ltd
Current assignee: Industrial and Commercial Bank of China Ltd ICBC; ICBC Technology Co Ltd
Priority date: 2020-08-19
Filing date: 2020-08-19
Publication date: 2020-11-20

Abstract

The present disclosure provides a method, apparatus, system and medium for obtaining resume, which can be used in the financial field and other fields. The method comprises the following steps: receiving user operation for starting resume downloading; responding to the user operation, simulating the whole operation flow of manually acquiring the resume from the browser by using a robot flow automation system, and downloading N resumes from the browser, wherein N is an integer greater than or equal to 1; analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes; and storing the formatted resume information.

Description

Resume acquisition method, apparatus, system and medium

Technical Field

The present disclosure relates to the field of artificial intelligence, and more particularly, to a method, an apparatus, a system, and a medium for obtaining a resume.

Background

The acquisition of the resume of the candidate is the first step of the recruitment of manpower and is also a crucial step. At present, the main mode for most companies to acquire resumes is to release a recruitment position from a recruitment website, wait for a candidate to deliver the resumes, and manually download a resume after a human worker logs in the recruitment website. The mode for acquiring the resume has low automation degree, and the resume is manually downloaded by manpower staff, so that the method is time-consuming and labor-consuming. And the time efficiency is low, a large amount of time is spent for simple and repeated resume downloading, and the time for really screening valuable resumes is occupied.

Disclosure of Invention

In view of this, the embodiments of the present disclosure provide a method, an apparatus, a system, and a medium for obtaining a resume, which can automatically obtain the resume.

One aspect of the disclosed embodiments provides a method of obtaining a resume. The method comprises the following steps: receiving user operation for starting resume downloading; responding to the user operation, simulating the whole operation flow of manually acquiring the resume from the browser by using a robot flow automation system, and downloading N resumes from the browser, wherein N is an integer greater than or equal to 1; analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes; and storing the formatted resume information.

According to an embodiment of the present disclosure, the simulating a full operation process of manually obtaining resumes from a browser by using a robot process automation system includes: in each step of operation in the operation full flow, positioning an input position of each step of operation on the browser by using an XML path language Xpth; and executing the input operation of each step operation on the input position of each step operation by using a WEB automation tool.

According to the embodiment of the disclosure, the full operation process of manually obtaining the resume from the browser is simulated by utilizing the robot process automation system, and the downloading of the N resumes from the browser comprises the step of continuously downloading the resumes from the interruption position of the file downloaded at the moment of the downloading interruption through the breakpoint continuous transmission function after the downloading interruption is recovered when the downloading interruption occurs.

According to an embodiment of the present disclosure, the next N resumes include resumes in html format. The analyzing the N resumes to obtain the formatted resume information corresponding to each resume in the N resumes includes extracting information of each field in the resume in the html format based on matching of the resume in the html format and the resume template to obtain the formatted resume information.

According to an embodiment of the present disclosure, the N resumes include resumes in a word format or a pdf format. Analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes includes analyzing the resumes in the word format or the pdf format by using a natural language processing technology, and extracting information of each field in the resumes in the word format or the pdf format to obtain the formatted resume information.

According to the embodiment of the disclosure, the storing the formatted resume information includes uploading the formatted resume information to a server side for storage.

According to an embodiment of the present disclosure, the full flow of operations includes: initializing the browser; starting the browser after the initialization operation is completed; entering a recruitment website in the browser; logging in the recruitment website; skipping to a resume downloading page after logging in the recruitment website; and downloading the resume on the resume downloading page.

In another aspect of the disclosed embodiments, an apparatus for obtaining a resume is provided. The device comprises a receiving module, an automatic downloading module, an analyzing module and a storage module. The receiving module is used for receiving user operation for starting resume downloading. The automatic downloading module is used for responding to the user operation, simulating the whole operation process of manually acquiring the resume from the browser by using the robot process automation system, and downloading N resumes from the browser, wherein N is an integer greater than or equal to 1. The analyzing module is used for analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes. The storage module is used for storing the formatted resume information.

According to an embodiment of the present disclosure, the automatic download module is specifically configured to: in each step of operation in the operation full flow, positioning an input position of each step of operation on the browser by using an XML path language Xpth; and executing the input operation of each step operation on the input position of each step operation by using a WEB automation tool.

According to the embodiment of the disclosure, the automatic downloading module is further configured to, when a downloading interruption occurs, resume downloading from the interruption position of the file downloaded at the moment of the downloading interruption by using a breakpoint resume function after the downloading interruption is resumed.

According to the embodiment of the disclosure, the parsing module is configured to extract information of each field in the resume in the html format based on matching between the resume in the html format and the resume template when the N resumes include the resume in the html format, so as to obtain the formatted resume information.

According to an embodiment of the present disclosure, the parsing module is further configured to, when the N resumes include resumes in a word format or a pdf format, parse the resumes in the word format or the pdf format by using a natural language processing technology, and extract information of each field in the resumes in the word format or the pdf format, so as to obtain the formatted resume information.

According to the embodiment of the disclosure, the storage module is specifically configured to upload the formatted resume information to a server side for storage.

In another aspect of the disclosed embodiments, a system for obtaining a resume is provided. The system includes one or more memories, and one or more processors. The memory has stored thereon computer-executable instructions. The processor executes the instructions to implement the method as described above.

Another aspect of the embodiments of the present disclosure provides a computer-readable storage medium storing computer-executable instructions for implementing the method as described above when executed.

Another aspect of embodiments of the present disclosure provides a computer program comprising computer executable instructions for implementing the method as described above when executed.

One or more of the above-described embodiments may provide the following advantages or benefits: the problem that the manual resume obtaining operation is complex and repeated and wastes time and labor in the manual recruitment process can be solved at least partially, and therefore, the manual resume downloading process can be liberated by human workers, the resume can be downloaded, analyzed and filed quickly and accurately, the human workers can concentrate time and energy on more important things such as resume information screening and analyzing, the time utilization rate of the human workers is improved, and the recruitment efficiency of enterprises is improved.

Drawings

The above and other objects, features and advantages of the present disclosure will become more apparent from the following description of embodiments of the present disclosure with reference to the accompanying drawings, in which:

fig. 1 schematically illustrates an application scenario of a method and apparatus for obtaining a resume according to an embodiment of the present disclosure;

FIG. 2 schematically illustrates a flow chart of a method of obtaining a resume according to an embodiment of the present disclosure;

FIG. 3 schematically illustrates a flowchart of simulating manual downloading of a resume in a method of obtaining a resume according to an embodiment of the present disclosure;

FIG. 4 schematically illustrates an application example flow diagram for obtaining a resume according to an embodiment of the disclosure;

FIG. 5 schematically shows a block diagram of an apparatus for obtaining a resume according to an embodiment of the present disclosure; and

FIG. 6 schematically illustrates a block diagram of a computer system suitable for implementing a method of obtaining a resume according to an embodiment of the present disclosure.

Detailed Description

Hereinafter, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood that the description is illustrative only and is not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. Moreover, in the following description, descriptions of well-known structures and techniques are omitted so as to not unnecessarily obscure the concepts of the present disclosure.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the disclosure. The terms "comprises," "comprising," and the like, as used herein, specify the presence of stated features, steps, operations, and/or components, but do not preclude the presence or addition of one or more other features, steps, operations, or components.

All terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art unless otherwise defined. It is noted that the terms used herein should be interpreted as having a meaning that is consistent with the context of this specification and should not be interpreted in an idealized or overly formal sense.

Where a convention analogous to "at least one of A, B and C, etc." is used, in general such a construction is intended in the sense one having skill in the art would understand the convention (e.g., "a system having at least one of A, B and C" would include but not be limited to systems that have a alone, B alone, C alone, a and B together, a and C together, B and C together, and/or A, B, C together, etc.). Where a convention analogous to "A, B or at least one of C, etc." is used, in general such a construction is intended in the sense one having skill in the art would understand the convention (e.g., "a system having at least one of A, B or C" would include but not be limited to systems that have a alone, B alone, C alone, a and B together, a and C together, B and C together, and/or A, B, C together, etc.).

The method, the device, the system and the medium have the advantages that the shortcoming that the resume is complex and difficult to obtain in the manual recruitment process is overcome at least to a certain extent, the method, the device, the system and the medium are efficient, convenient and capable of automatically obtaining the resume, recruitment efficiency can be practically improved, manual workers are liberated from the repeated and complex resume downloading process, and accordingly the resume is obtained at low cost and high efficiency.

Specifically, the method for obtaining the resume according to the embodiment of the disclosure includes the steps of firstly receiving user operation for starting resume downloading, then responding to the user operation, simulating the whole operation process of manually obtaining the resume from a browser by using a robot process automation system, downloading N resumes from the browser, then analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes, and then storing the formatted resume information.

According to the embodiment of the disclosure, a Robot Process Automation (RPA) (Robotic Process automation) system is introduced in the resume downloading Process, so that the full-flow resume downloading work can be basically carried out without manual interference, the downloaded resume is analyzed to obtain formatted resume information, the formatted resume information is stored, the manpower workers are liberated from the repeated and tedious resume downloading Process, the resume can be downloaded, analyzed and filed quickly and accurately, the manpower workers can concentrate time and energy on more important matters such as screening and analyzing resume information, the time utilization rate is improved, and the recruitment efficiency of enterprises is improved.

Fig. 1 schematically illustrates an application scenario 100 of a method and apparatus for obtaining a resume according to an embodiment of the present disclosure. It should be noted that fig. 1 is only an example of a system architecture to which the embodiments of the present disclosure may be applied to help those skilled in the art understand the technical content of the present disclosure, and does not mean that the embodiments of the present disclosure may not be applied to other devices, systems, environments or scenarios.

As shown in fig. 1, an application scenario 100 according to this embodiment may include a terminal device 101, the internet 102, an intranet 103, a website server 104, and a service server 105. The internet 102 is used to provide a communication link between the terminal device 101 and the web server 104. The intranet 103 is used to provide a communication link between the terminal device 101 and the service server 105 for the intra-enterprise devices.

The terminal device 101 may have a robot process automation RPA system installed thereon. The RPA system is a service process automation application program based on a software robot and artificial intelligence, and can simulate the manual operation mode of a user on a computer, so that the manual operation process of the user is automated. The RPA system may interact with existing systems according to a predetermined program and perform desired tasks.

According to the embodiment of the present disclosure, the user may operate on the terminal device 101 to start the RPA system. And then simulating the whole operation process of manually acquiring the resume from the browser by the RPA system, and downloading the resume from the browser. For example, the RPA system simulates manual operation of a browser on the terminal device 101 to access a recruiting website of the website server 104 and download resumes from the recruiting website. After downloading the resume, parsing and storing of the resume may also be performed according to embodiments of the present disclosure. For example, the parsed and formatted resume information is uploaded to the service server 105, so that the manual workers can conveniently perform batch screening and analysis of resumes, and automatic, efficient and convenient resume acquisition is realized.

It should be noted that the method for acquiring a resume provided by the embodiment of the present disclosure may be generally executed by the terminal device 101. Accordingly, the apparatus for acquiring the resume provided by the embodiment of the present disclosure may be generally disposed in the terminal device 101. The method for acquiring the resume provided by the embodiment of the present disclosure may also be performed by a server or a server cluster in communication with the terminal device 101 and/or the service server 105. Accordingly, the apparatus for obtaining the resume provided by the embodiment of the present disclosure may also be disposed in a server or a server cluster in communication with the terminal device 101 and/or the service server 105.

It should be understood that the number of terminal devices, networks, and servers in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.

FIG. 2 schematically shows a flow chart of a method of obtaining a resume according to an embodiment of the present disclosure.

As shown in fig. 2, the method of acquiring the resume may include operations S210 to S240.

In operation S210, a user operation for starting resume downloading is received.

In operation S220, in response to the user operation, the robot process automation RPA system is used to simulate a full operation process of manually obtaining resumes from the browser, and N resumes are downloaded from the browser, where N is an integer greater than or equal to 1.

According to an embodiment of the present disclosure, the operation of the RPA system automatically downloading the resume in operation S220 may be implemented by various tools, for example, any one or more of selenium, UiPath, Automation Anywhere, or UiBot.

The whole operation process can comprise the steps of initializing the browser, starting the browser after the initialization operation is completed, entering a recruitment website in the browser, logging in the recruitment website, jumping to a resume downloading page after logging in the recruitment website, and downloading the resume on the resume downloading page.

Specifically, in operation S220, a series of operations such as clicking, sliding, inputting and the like are performed by using the RPA system to simulate human behavior, and an automated resume download is performed.

For example, when initializing the browser, the RPA system may configure necessary parameters of browser parameters, such as the size and display position of the browser window, the storage location, the download address, and the like, and open the browser after initialization is completed.

And then the RPA system inputs a website of the recruitment website in an address bar of the browser to enter a login page. Then the RPA system simulates manual operation to automatically input login information such as user name, password and the like on a login page.

After logging in the recruitment website, the resume downloading page (such as a resume inbox) is accessed through the operation of the RPA system or the automatic jump function of the browser.

The RPA system may then perform the resume download in a resume download page. For example, resume filtering conditions are programmed and resumes are downloaded one by one or in batches.

According to one embodiment of the present disclosure, when a download interruption occurs, resume is continuously downloaded from the interruption position of the file downloaded at the moment of the download interruption by a breakpoint resume function after the download interruption is resumed. The breakpoint resume function can enable the resume which is not completely downloaded to be continuously downloaded from the breakpoint if the download is interrupted due to network fluctuation, system failure or other reasons in the process of using the RPA to download the resume, thereby improving the download efficiency and enhancing the robustness of the system. The specific implementation may be based on the principle of HTTP breakpoint resume, where the current downloading progress is recorded at the client, and when downloading from a breakpoint is required, the information of the HTTP header Range and Content-Range fields related to the breakpoint resume is set in the request of the HTTP to notify the website server 104 of the Content segment that needs to be downloaded at this time.

In operation S230, the N resumes are parsed to obtain formatted resume information corresponding to each resume in the N resumes.

According to an embodiment of the present disclosure, the N resumes include resumes in html format. When the parsing is performed in operation S230, information of each field in the resume in the html format may be extracted based on matching between the resume in the html format and the resume template, so as to obtain the formatted resume information. html is a formatted text, and each resume structure field is similar, so that the formatted resume information can be obtained by parsing according to the resume template in an html template parsing mode.

According to another embodiment of the present disclosure, the N resumes include resumes in a word format or a pdf format. When parsing is performed in operation S230, the resume in the word format or pdf format may be parsed by using a natural language processing technology, and information of each field in the resume in the word format or pdf format is extracted to obtain the formatted resume information.

The information for each field in the formatted resume information may include, for example, but is not limited to, name, gender, age, academic calendar, degree, political aspect, qualifications, title, and/or professional skill, etc.

In operation S240, the formatted resume information is stored. After the formatted resume information is obtained, the resume information needs to be stored in a warehouse, so that manual workers can conveniently screen resumes and/or analyze the matching degree of candidates and posts based on the formatted resume information.

In one embodiment, in operation S240, the formatted resume information may be uploaded to a server (e.g., the service server 105) for storage, for example, the formatted resume information corresponding to each resume is uploaded to the service server 105 using an http interface, and is archived. In other embodiments, after the N resumes are downloaded in operation S220, the N resumes may be uploaded to the service server 105, and then the parsing in operation S230 and the storing in operation S240 may be performed in the service server 105.

In this way, the full-flow resume downloading can be basically carried out without manual interference, then the downloaded resume is analyzed to obtain formatted resume information, the formatted resume information is stored, manpower workers are liberated from the repeated and tedious resume downloading process, the resume obtaining efficiency is improved, and the manpower time cost is saved.

Fig. 3 schematically shows a flowchart for simulating a manual operation to download the resume in operation S220 in the method for acquiring the resume according to the embodiment of the disclosure.

As shown in fig. 3, the downloading summary of the manual operation is simulated in operation S220, and may be implemented by operation S221 and operation S222 in each step of the operation flow.

In operation S221, the location of the input position of each operation is performed on the browser using an XML Path language xpth (XML Path language).

In operation S222, an input operation of each step operation is performed on an input position of each step operation using a WEB automation tool selenium.

Specifically, in each step of simulating manual continuous screwing, an input position is accurately positioned on a webpage by using xpath, and a browser is directly operated by using selenium according to the steps set in advance. For example, when a user name is input on a login page, an xpath is used to locate a user name input box on a webpage, a selenium is used to simulate a click operation of a mouse to select the input box, and an input operation of a keyboard is simulated to input the user name in the input box. By analogy, a series of operations such as clicking, sliding, inputting and the like on the browser by human behaviors are simulated through positioning of Xpth on a webpage and inputting operations of a selenium simulation mouse, a keyboard and the like, and automatic resume downloading is carried out.

Compared with a real user, when the browser is operated, the webpage elements are accurately positioned by using the xpath, and the accuracy of positioning the input position can be ensured. In addition, the Selenium can also have the advantages of accurate operation, high operation speed and long-time continuous work.

FIG. 4 schematically illustrates an application example flow diagram for obtaining a resume according to an embodiment of the disclosure.

As shown in fig. 4, the application example may include steps 1 to 6.

In step 1: the human staff operates the resume acquisition device on the terminal device 101 to start acquiring the resume.

Step 2: comprising step 2.1 and step 2.2. In step 2.1, the RPA system starts browser initialization work, initializes parameters such as the size and position of a browser window, the cache storage position, the download address and the like, and starts the browser in step 2.2 after initialization is completed.

And step 3: comprises a step 3.1 to a step 3.5. In step 3.1, the RPA system enters a login page after inputting the website of the recruitment website in the address bar of the browser. In step 3.2, the RPA system automatically inputs login information such as user name, password and the like on the login page. If the authentication code needs to be entered during the login process, manual entry of the authentication code may be performed in step 3.3, in one embodiment, by human staff intervention. Since the verification code is set for preventing machine operation, the verification code needs to be recognized by manpower or other image recognition means, and the verification code can be directly input manually by a human worker in practical application.

Then, after logging in and jumping to the resume inbox in step 3.4, the RPA system may input the rough-screening condition of the resume in the resume screening condition input box according to the preset operation, and then operate the job position list in step 3.5 to open the web page for downloading the resume.

In step 4: and downloading resumes in sequence according to the job release sequence. The downloaded resume format may be selected to be html and cached. If the downloading is interrupted, the breakpoint resume function can be started, and the resume is carried out according to the last downloading position.

In step 5: analyzing the downloaded resume according to a template method to obtain formatted resume information;

step 6: the formatted resume information is sent to the business service 105 for warehousing and archiving, and the next screening by the human staff is waited.

Therefore, the manual staff only need to start the resume downloading, and the embodiment of the disclosure can automatically complete the operations of opening the recruitment website, logging in (if the verification code needs to be manually input), filling in the screening condition, downloading the resume, classifying the resume, extracting the resume information, warehousing the resume and the like. In this way, the efficiency of acquiring the resume by the manpower staff is effectively improved. The method and the device have the advantages that the manpower staff can acquire a large number of resume by only one key from the previous process of spending half a day each day to the previous process of acquiring the resume, so that the problem of repeated and tedious resume acquisition process is solved, and the manpower staff can concentrate on selecting proper candidates. The resume obtaining efficiency and the recruitment efficiency of enterprises are improved.

Fig. 5 schematically shows a block diagram of an apparatus 500 for obtaining a resume according to an embodiment of the present disclosure.

As shown in fig. 5, the apparatus 500 for obtaining a resume according to an embodiment of the present disclosure may include a receiving module 510, an automatic downloading module 520, a parsing module 530, and a storing module 540. The apparatus 500 may be used to implement the method of retrieving a resume described with reference to fig. 2-4.

The receiving module 510 may perform operation S210, for example, to receive a user operation for starting resume downloading.

The automatic downloading module 520 may, for example, perform operation S220, respond to the user operation, simulate a full operation process of manually obtaining resumes from a browser by using a robot process automation system, and download N resumes from the browser, where N is an integer greater than or equal to 1.

According to an embodiment of the present disclosure, the automatic downloading module 520 may specifically execute operation S221 and operation S222, configured to, in each step of operation in the full operation flow, perform positioning of an input location of each step of operation on the browser by using an XML path language Xpth; and executing the input operation of each step operation on the input position of each step operation by using a WEB automation tool.

The parsing module 530 may execute operation S230, for example, to parse the N resumes to obtain formatted resume information corresponding to each resume in the N resumes.

According to an embodiment of the present disclosure, the parsing module 530 is configured to, when the N resumes include the resume in the html format, extract information of each field in the resume in the html format based on matching between the resume in the html format and the resume template, so as to obtain the formatted resume information.

According to another embodiment of the present disclosure, the parsing module 530 is configured to, when the N resumes include resumes in a word format or a pdf format, parse the resumes in the word format or the pdf format by using a natural language processing technology, and extract information of each field in the resumes in the word format or the pdf format, so as to obtain the formatted resume information. .

The storage module 540 may execute operation S240, for example, to store the formatted resume information, for example, upload the formatted resume information to a server for storage.

Any number of modules, sub-modules, units, sub-units, or at least part of the functionality of any number thereof according to embodiments of the present disclosure may be implemented in one module. Any one or more of the modules, sub-modules, units, and sub-units according to the embodiments of the present disclosure may be implemented by being split into a plurality of modules. Any one or more of the modules, sub-modules, units, sub-units according to embodiments of the present disclosure may be implemented at least in part as a hardware circuit, such as a Field Programmable Gate Array (FPGA), a Programmable Logic Array (PLA), a system on a chip, a system on a substrate, a system on a package, an Application Specific Integrated Circuit (ASIC), or may be implemented in any other reasonable manner of hardware or firmware by integrating or packaging a circuit, or in any one of or a suitable combination of software, hardware, and firmware implementations. Alternatively, one or more of the modules, sub-modules, units, sub-units according to embodiments of the disclosure may be at least partially implemented as a computer program module, which when executed may perform the corresponding functions.

For example, any of the receiving module 510, the automatic downloading module 520, the parsing module 530, and the storing module 540 may be combined into one module to be implemented, or any one of them may be split into a plurality of modules. Alternatively, at least part of the functionality of one or more of these modules may be combined with at least part of the functionality of the other modules and implemented in one module. According to an embodiment of the present disclosure, at least one of the receiving module 510, the automatic downloading module 520, the parsing module 530, and the storing module 540 may be implemented at least partially as a hardware circuit, such as a Field Programmable Gate Array (FPGA), a Programmable Logic Array (PLA), a system on a chip, a system on a substrate, a system on a package, an Application Specific Integrated Circuit (ASIC), or may be implemented in hardware or firmware in any other reasonable manner of integrating or packaging a circuit, or may be implemented in any one of three implementations of software, hardware, and firmware, or in a suitable combination of any of them. Alternatively, at least one of the receiving module 510, the automatic downloading module 520, the parsing module 530, and the storing module 540 may be at least partially implemented as a computer program module, which when executed, may perform a corresponding function.

FIG. 6 schematically illustrates a block diagram of a computer system 600 suitable for implementing a method of obtaining a resume according to an embodiment of the present disclosure. The computer system 600 shown in fig. 6 is only one example and should not bring any limitations to the functionality or scope of use of the embodiments of the present disclosure.

As shown in fig. 6, a computer system 600 according to an embodiment of the present disclosure includes a processor 601, which can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM)602 or a program loaded from a storage section 608 into a Random Access Memory (RAM) 603. Processor 601 may include, for example, a general purpose microprocessor (e.g., a CPU), an instruction set processor and/or associated chipset, and/or a special purpose microprocessor (e.g., an Application Specific Integrated Circuit (ASIC)), among others. The processor 601 may also include onboard memory for caching purposes. Processor 601 may include a single processing unit or multiple processing units for performing different actions of a method flow according to embodiments of the disclosure.

In the RAM 603, various programs and data necessary for the operation of the computer system 600 are stored. The processor 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. The processor 601 performs various operations of the method flows according to the embodiments of the present disclosure by executing programs in the ROM 602 and/or RAM 603. It is to be noted that the programs may also be stored in one or more memories other than the ROM 602 and RAM 603. The processor 601 may also perform various operations of the method flows according to embodiments of the present disclosure by executing programs stored in the one or more memories.

According to an embodiment of the present disclosure, computer system 600 may also include an input/output (I/O) interface 605, input/output (I/O) interface 605 also connected to bus 604. Computer system 600 may also include one or more of the following components connected to I/O interface 605: an input portion 606 including a keyboard, a mouse, and the like; an output portion 607 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage section 608 including a hard disk and the like; and a communication section 609 including a network interface card such as a LAN card, a modem, or the like. The communication section 609 performs communication processing via a network such as the internet. The driver 610 is also connected to the I/O interface 605 as needed. A removable medium 611 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 610 as necessary, so that a computer program read out therefrom is mounted in the storage section 608 as necessary.

According to embodiments of the present disclosure, method flows according to embodiments of the present disclosure may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable storage medium, the computer program containing program code for performing the method illustrated by the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 609, and/or installed from the removable medium 611. The computer program, when executed by the processor 601, performs the above-described functions defined in the system of the embodiments of the present disclosure. The systems, devices, apparatuses, modules, units, etc. described above may be implemented by computer program modules according to embodiments of the present disclosure.

The present disclosure also provides a computer-readable storage medium, which may be contained in the apparatus/device/system described in the above embodiments; or may exist separately and not be assembled into the device/apparatus/system. The computer-readable storage medium carries one or more programs which, when executed, implement the method according to an embodiment of the disclosure.

According to embodiments of the present disclosure, the computer-readable storage medium may be a non-volatile computer-readable storage medium, which may include, for example but is not limited to: a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present disclosure, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. For example, according to embodiments of the present disclosure, a computer-readable storage medium may include the ROM 602 and/or RAM 603 described above and/or one or more memories other than the ROM 602 and RAM 603.

The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

Those skilled in the art will appreciate that various combinations and/or combinations of features recited in the various embodiments and/or claims of the present disclosure can be made, even if such combinations or combinations are not expressly recited in the present disclosure. In particular, various combinations and/or combinations of the features recited in the various embodiments and/or claims of the present disclosure may be made without departing from the spirit or teaching of the present disclosure. All such combinations and/or associations are within the scope of the present disclosure.

The embodiments of the present disclosure have been described above. However, these examples are for illustrative purposes only and are not intended to limit the scope of the present disclosure. Although the embodiments are described separately above, this does not mean that the measures in the embodiments cannot be used in advantageous combination. The scope of the disclosure is defined by the appended claims and equivalents thereof. Various alternatives and modifications can be devised by those skilled in the art without departing from the scope of the present disclosure, and such alternatives and modifications are intended to be within the scope of the present disclosure.

Claims

1. A method of obtaining a resume, comprising:

receiving user operation for starting resume downloading;

responding to the user operation, simulating the whole operation flow of manually acquiring the resume from the browser by using a robot flow automation system, and downloading N resumes from the browser, wherein N is an integer greater than or equal to 1;

analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes; and

and storing the formatted resume information.

2. The method of claim 1, wherein the simulating, with the robotic process automation system, a full flow of operations for manually obtaining resumes from a browser, the downloading of N resumes from the browser comprises:

in each operation in the overall flow of operations,

positioning an input position of each step of operation on the browser by using an XML path language Xpth; and

and executing the input operation of each step operation on the input position of each step operation by using a WEB automation tool.

3. The method of claim 1, wherein the simulating, with the robotic process automation system, a full flow of operations for manually obtaining resumes from a browser, the downloading of N resumes from the browser comprises:

and when the downloading is interrupted, continuing to download the resume from the interruption position of the file downloaded at the moment of the downloading interruption through a breakpoint resume function after the downloading interruption is recovered.

4. The method of claim 1, wherein the N resumes include resumes in html format, and the parsing the N resumes to obtain formatted resume information corresponding to each resume of the N resumes includes:

and extracting information of each field in the resume in the html format based on the matching between the resume in the html format and the resume template so as to obtain the formatted resume information.

5. The method of claim 1, wherein the N resumes include resumes in a word format or a pdf format, and the parsing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes includes:

analyzing the resume in the word format or the pdf format by utilizing a natural language processing technology, and extracting information of each field in the resume in the word format or the pdf format to obtain the formatted resume information.

6. The method of claim 1, wherein the storing the formatted resume information comprises:

and uploading the formatted resume information to a server side for storage.

7. The method of claim 1, wherein the operational workflow comprises:

initializing the browser;

starting the browser after the initialization operation is completed;

entering a recruitment website in the browser;

logging in the recruitment website;

skipping to a resume downloading page after logging in the recruitment website; and

and downloading the resume on the resume downloading page.

8. An apparatus for obtaining a resume, comprising:

the receiving module is used for receiving user operation for starting resume downloading;

the automatic downloading module is used for responding to the user operation, simulating the whole operation process of manually acquiring the resume from the browser by using a robot process automation system, and downloading N resumes from the browser, wherein N is an integer greater than or equal to 1;

the analyzing module is used for analyzing the N resumes to obtain formatted resume information corresponding to each resume in the N resumes; and

and the storage module is used for storing the formatted resume information.

9. A system for obtaining a resume, comprising:

one or more memories having stored thereon computer-executable instructions;

one or more processors executing the instructions to implement the method of any one of claims 1-7.

10. A computer readable storage medium having stored thereon executable instructions which, when executed by a processor, cause the processor to perform the method of any one of claims 1 to 7.