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http://dx.doi.org/10.7236/IJIBC.2022.14.2.212

Proposal for AI Video Interview Using Image Data Analysis  

Park, Jong-Youel (Dept. of Smart IT, Baewha Women's University)
Ko, Chang-Bae (Department of Business Administration, Kyungdong University)
Publication Information
International Journal of Internet, Broadcasting and Communication / v.14, no.2, 2022 , pp. 212-218 More about this Journal
Abstract
In this paper, the necessity of AI video interview arises when conducting an interview for acquisition of excellent talent in a non-face-to-face situation due to similar situations such as Covid-19. As a matter to be supplemented in general AI interviews, it is difficult to evaluate the reliability and qualitative factors. In addition, the AI interview is conducted not in a two-way Q&A, rather in a one-sided Q&A process. This paper intends to fuse the advantages of existing AI interviews and video interviews. When conducting an interview using AI image analysis technology, it supplements subjective information that evaluates interview management and provides quantitative analysis data and HR expert data. In this paper, image-based multi-modal AI image analysis technology, bioanalysis-based HR analysis technology, and web RTC-based P2P image communication technology are applied. The goal of applying this technology is to propose a method in which biological analysis results (gaze, posture, voice, gesture, landmark) and HR information (opinions or features based on user propensity) can be processed on a single screen to select the right person for the hire.
Keywords
AI Interview; video interview; P2P; HR Information; Image Data Analysis;
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Times Cited By KSCI : 4  (Citation Analysis)
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