AI SearchAuto-reading CVs for ranking of candidates based on CV job match score (Record no. 10073)
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| fixed length control field | 03406nam a2200397 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260817170853.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240228s20229999th mm 000 a eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12421431 |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT PJPR PMDS no.22-02 |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tran Huu Cuong |
| 245 10 - TITLE STATEMENT | |
| Title | Auto-reading CVs for ranking of candidates based on CV job match score |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 46 leaves : |
| Other physical details | ill.+ |
| Accompanying material | 1 online resource |
| 490 1# - SERIES STATEMENT | |
| Series statement | Project ; |
| Volume/sequential designation | no. PJPR PMDS-22-02 |
| 500 ## - GENERAL NOTE | |
| General note | A project study submitted in partial fulfillment of the requirements for the degree of Professional Master in Data Science and Artificial Intelligence Applications, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Professional Master in Data Science and Artificial Intelligence Applications - Asian Institute of Technology, 2022 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Shortlisting the right candidate is an important job in the recruitment process of recruitment companies. Currently, the current process of this task remains manual and sometimes heavily depends on the skills of the recruiting staff. Firstly, the recruiting staff must carefully read all the information written in the candidate's CV and input them into the recruitment system or also an excel file. Secondly, the recruiting staff rely on a number of criteria in the job requirements and then filter candidates based on their personal experience to find a pull of potential candidates for the next round of interviews. Therefore, a system, Auto-reading CVs for ranking of candidates based on CV Job Match Score, is proposed to automate the previous process with the aim of saving both time and effort for recruitment organizations. In this study, I did some experiments to compare the results with studies LayoutML(Xu et al. 2020; Xu et al. 2020; Huang et al. 2022) and using experience-based input feature sets depending on the placement of text lines and keywords, then construct a rule basis and group information sources using a clustering approach to evaluate the efficiency of information extraction in CVs. Our key findings are that LayoutMLv3 represents the superiority of the current methods that the company is applying. The project can help the company have positive reviews about using LayoutMLv3 for potential projects in the future when our company faces flexible forms. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Cover letters |
| General subdivision | Data processing |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Employee selection |
| General subdivision | Data processing |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dailey, Matthew N., |
| Relator term | Chairperson |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chutiporn Anutariya, |
| Relator term | Examination Committee |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chaklam Silpasuwanchai, |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | VNPT, |
| Relator term | Scholarship Donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Project ; |
| Volume/sequential designation | no. PJPR PMDS-22-02 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B20524">http://203.159.5.9/ait-thesis/detail.php?q=B20524</a> |
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| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 240404 |
| First date, FD (RLIN) | m |
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| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 67-Electronic Resource |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : - |
| CREATED | CREATED : 2024-02-28 |
| RECORD Id | RECORD # : i13487656 |
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| Barcode | Barcode : 30050120899272 |
| CREATED | CREATED : 2025-06-03 |
| RECORD Id | RECORD # : i13536898 |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Date last seen | Price effective from | Koha item type | Barcode | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT PJPR PMDS no.22-02 | 17/08/2026 | 17/08/2026 | 67-Electronic Resource | ||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 17/08/2026 | AIT PJPR PMDS no.22-02 | 17/08/2026 | 17/08/2026 | 40-Archives | 30050120899272 | 1 |