메뉴 건너뛰기




Volumn 16, Issue 4, 2014, Pages 1018-1031

Hire me: Computational inference of hirability in employment interviews based on nonverbal behavior

Author keywords

Employment interviews; hirability; nonverbal behavior; social computing

Indexed keywords

FEATURE EXTRACTION; FORECASTING; PERSONNEL SELECTION; REGRESSION ANALYSIS;

EID: 84901003963     PISSN: 15209210     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMM.2014.2307169     Document Type: Article
Times cited : (160)

References (46)
  • 2
    • 84901005865 scopus 로고    scopus 로고
    • [Online]. Available
    • "Speech feature extraction code," [Online]. Available: http://groupmedia.media.mit.edu/data.php.
    • Speech Feature Extraction Code
  • 3
    • 84901029057 scopus 로고    scopus 로고
    • [Online]. Available
    • "Wonderlic cognitive ability test," [Online]. Available: http://www.wonderlic.com/assessments/ability/cognitive-ability-tests/ classic-cognitive-ability-test.
    • Wonderlic Cognitive Ability Test
  • 4
    • 21844485334 scopus 로고
    • On judging and beingjudged accurately in zero-acquaintance situations
    • N. Ambady, M. Hallahan, and R. Rosenthal, "On judging and beingjudged accurately in zero-acquaintance situations," Personality andSocial Psychol., vol. 69, no. 3, pp. 518-529, 1995.
    • (1995) Personality AndSocial Psychol. , vol.69 , Issue.3 , pp. 518-529
    • Ambady, N.1    Hallahan, M.2    Rosenthal, R.3
  • 5
    • 84986656879 scopus 로고
    • Decision making in the graduate selectioninterview: A field study
    • N. Anderson and V. Shackleton, "Decision making in the graduate selectioninterview: A field study," Occupational Psychol., vol. 63, no.1, pp. 63-76, 1990.
    • (1990) Occupational Psychol. , vol.63 , Issue.1 , pp. 63-76
    • Anderson, N.1    Shackleton, V.2
  • 6
    • 85017206264 scopus 로고
    • The big five personality dimensionsand job performance: A meta-analysis
    • M. R. Barrick and M. K. Mount, "The big five personality dimensionsand job performance: A meta-analysis," Personnel Psychol., vol. 44,no. 1, pp. 1-26, 1991.
    • (1991) Personnel Psychol. , vol.44 , Issue.1 , pp. 1-26
    • Barrick, M.R.1    Mount, M.K.2
  • 9
    • 85167426039 scopus 로고    scopus 로고
    • You are known by how youvlog: Personality impressions, and nonverbal behavior in YouTube
    • J.-I. Biel, O. Aran, and D. Gatica-Perez, "You are known by how youvlog: Personality impressions, and nonverbal behavior in YouTube," inProc. Int. Conf. Weblogs and Social Media, 2011, pp. 446-449.
    • (2011) Proc. Int. Conf. Weblogs and Social Media , pp. 446-449
    • Biel, J.-I.1    Aran, O.2    Gatica-Perez, D.3
  • 10
    • 84871371897 scopus 로고    scopus 로고
    • The YouTube Lens: Crowdsourced personalityimpressions and audiovisual analysis of vlogs
    • Jan.
    • J.-I. Biel and D. Gatica-Perez, "The YouTube Lens: Crowdsourced personalityimpressions and audiovisual analysis of vlogs," IEEE Trans.Multimedia, vol. 15, no. 1, pp. 41-55, Jan. 2013.
    • (2013) IEEE Trans.Multimedia , vol.15 , Issue.1 , pp. 41-55
    • Biel, J.-I.1    Gatica-Perez, D.2
  • 11
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • L. Breiman, "Random forests," Mach. Learning, vol. 45, no. 1, pp.5-32, 2013.
    • (2013) Mach. Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 12
    • 0032220222 scopus 로고    scopus 로고
    • Personality characteristics of jobapplicants and success in screening interviews
    • D. F. Caldwell and J. M. Burger, "Personality characteristics of jobapplicants and success in screening interviews," Personnel Psychol.,vol. 51, no. 1, pp. 119-136, 1998.
    • (1998) Personnel Psychol. , vol.51 , Issue.1 , pp. 119-136
    • Caldwell, D.F.1    Burger, J.M.2
  • 13
    • 70350621645 scopus 로고    scopus 로고
    • Recruiters inferencesof applicant personality based on resume screening: Do paperpeople have a personality?
    • M. S. Cole, H. S. Feild, W. F. Giles, and S. G. Harris, "Recruiters inferencesof applicant personality based on resume screening: Do paperpeople have a personality?," Business and Psychol., vol. 24, no. 1, pp.5-18, 2008.
    • (2008) Business and Psychol. , vol.24 , Issue.1 , pp. 5-18
    • Cole, M.S.1    Feild, H.S.2    Giles, W.F.3    Harris, S.G.4
  • 15
    • 34248397720 scopus 로고    scopus 로고
    • Thin slices of negotiation: Predictingoutcomes from conversational dynamics within the first 5 minutes
    • J. R. Curhan and A. Pentland, "Thin slices of negotiation: Predictingoutcomes from conversational dynamics within the first 5 minutes,"Appl. Psychol., vol. 92, no. 3, p. 802, 2007.
    • (2007) Appl. Psychol. , vol.92 , Issue.3 , pp. 802
    • Curhan, J.R.1    Pentland, A.2
  • 16
    • 67349217125 scopus 로고    scopus 로고
    • Can nonverbal cues be used to make meaningfulpersonality attributions in employment interviews?
    • T. DeGroot and J. Gooty, "Can nonverbal cues be used to make meaningfulpersonality attributions in employment interviews?," Businessand Psychol., vol. 24, no. 2, pp. 179-192, 2009.
    • (2009) Businessand Psychol. , vol.24 , Issue.2 , pp. 179-192
    • Degroot, T.1    Gooty, J.2
  • 17
    • 63449130887 scopus 로고    scopus 로고
    • Role recognitionin multiparty recordings using social affiliation networks, and discretedistributions
    • S. Favre, H. Salamin, J. Dines, and A. Vinciarelli, "Role recognitionin multiparty recordings using social affiliation networks, and discretedistributions," in Proc. Int. Conf. Multimodal Interfaces, 2008, pp.29-36.
    • (2008) Proc. Int. Conf. Multimodal Interfaces , pp. 29-36
    • Favre, S.1    Salamin, H.2    Dines, J.3    Vinciarelli, A.4
  • 18
    • 84905067387 scopus 로고
    • Non-verbal behaviour and the outcomeof selection interviews
    • R. J. Forbes and P. R. Jackson, "Non-verbal behaviour and the outcomeof selection interviews," Occupational Psychol., vol. 53, no. 1,pp. 65-72, 1980.
    • (1980) Occupational Psychol. , vol.53 , Issue.1 , pp. 65-72
    • Forbes, R.J.1    Jackson, P.R.2
  • 19
    • 70349297103 scopus 로고    scopus 로고
    • Automatic nonverbal analysis of social interactionin small groups: A review
    • D. Gatica-Perez, "Automatic nonverbal analysis of social interactionin small groups: A review," Image and Vision Computing, vol. 27, no.12, pp. 1775-1787, 2009.
    • (2009) Image and Vision Computing , vol.27 , Issue.12 , pp. 1775-1787
    • Gatica-Perez, D.1
  • 20
    • 0011518393 scopus 로고
    • Nonverbal cues in the employmentinterview: Links between applicant qualities and interviewerjudgments
    • R. Gifford, C. F. Ng, and M. Wilkinson, "Nonverbal cues in the employmentinterview: Links between applicant qualities and interviewerjudgments, " Appl. Psychol., vol. 70, no. 4, pp. 729-736, 1985.
    • (1985) Appl. Psychol. , vol.70 , Issue.4 , pp. 729-736
    • Gifford, R.1    Ng, C.F.2    Wilkinson, M.3
  • 22
    • 0030589838 scopus 로고    scopus 로고
    • The employment interview context:Social and situational influences on interviewer decisions
    • J. L. Howard and G. R. Ferris, "The employment interview context:Social and situational influences on interviewer decisions," Appl. SocialPsychol., vol. 26, no. 2, pp. 112-136, 1996.
    • (1996) Appl. SocialPsychol. , vol.26 , Issue.2 , pp. 112-136
    • Howard, J.L.1    Ferris, G.R.2
  • 23
    • 85047683005 scopus 로고    scopus 로고
    • Identification and meta-analytic assessment of psychological constructs measured in employment interviews
    • DOI 10.1037//0021-9010.86.5.897
    • A. I. Huffcut, J. M. Conway, P. L. Roth, and N. J. Stone, "Identificationand meta-analytic assessment of psychological constructs measured inemployment interviews," Appl. Psychol., vol. 86, no. 5, pp. 897-913,2001. (Pubitemid 33582416)
    • (2001) Journal of Applied Psychology , vol.86 , Issue.5 , pp. 897-913
    • Huffcutt, A.I.1    Roth, P.L.2    Conway, J.M.3    Stone, N.J.4
  • 24
    • 0017596843 scopus 로고
    • Influence of nonverbal communication and rater proximity on impressions and decisions in simulated employment interviews
    • DOI 10.1037//0021-9010.62.3.295
    • A. S. Imada and M. D. Hakel, "Influence of nonverbal communicationand rater proximity on impressions and decisions in simulated employmentinterviews," Appl. Psychol., vol. 62, no. 3, pp. 295-300, 1977. (Pubitemid 8278128)
    • (1977) Journal of Applied Psychology , vol.62 , Issue.3 , pp. 295-300
    • Imada, A.S.1    Hakel, M.D.2
  • 25
  • 29
    • 21144472243 scopus 로고
    • Interviewer and applicantbehaviors in employment interviews
    • R. C. Liden, C. L. Martin, and C. K. Parsons, "Interviewer and applicantbehaviors in employment interviews," Acad. Management J., vol.36, no. 2, pp. 372-386, 1993.
    • (1993) Acad. Management J. , vol.36 , Issue.2 , pp. 372-386
    • Liden, R.C.1    Martin, C.L.2    Parsons, C.K.3
  • 31
    • 58149208432 scopus 로고
    • The validity of employment interviews: A comprehensive review andmeta-analysis
    • M. A. McDaniel, D. L. Whetzel, F. L. Schmidt, and S. D. Maurer,"The validity of employment interviews: A comprehensive review andmeta-analysis, " Appl. Psychol., vol. 79, no. 4, pp. 599-616, 1994.
    • (1994) Appl. Psychol. , vol.79 , Issue.4 , pp. 599-616
    • McDaniel, M.A.1    Whetzel, D.L.2    Schmidt, F.L.3    Maurer, S.D.4
  • 34
    • 0029489292 scopus 로고
    • Robust multiresolution estimation ofparametric motion models
    • J.-M. Odobez and P. Bouthemy, "Robust multiresolution estimation ofparametric motion models," Visual Commun. Image Representation,vol. 6, no. 4, pp. 348-365, 1995.
    • (1995) Visual Commun. Image Representation , vol.6 , Issue.4 , pp. 348-365
    • Odobez, J.-M.1    Bouthemy, P.2
  • 35
    • 84870232183 scopus 로고    scopus 로고
    • I already know your answer:Using nonverbal behaviors to predict immediate outcomes in a dyadicnegotiation
    • S. Park, J. Gratch, and L. P. Morency, "I already know your answer:Using nonverbal behaviors to predict immediate outcomes in a dyadicnegotiation," in Proc. Int. Conf. Multimodal Interaction, 2012, pp.19-22.
    • (2012) Proc. Int. Conf. Multimodal Interaction , pp. 19-22
    • Park, S.1    Gratch, J.2    Morency, L.P.3
  • 36
    • 54749133610 scopus 로고
    • Interviewer perceptions of applicantqualifications: A multivariate field study of demographic characteristicsand nonverbal cues
    • C. K. Parsons and R. C. Liden, "Interviewer perceptions of applicantqualifications: A multivariate field study of demographic characteristicsand nonverbal cues," Appl. Psychol., vol. 69, no. 4, pp. 557-568,1984.
    • (1984) Appl. Psychol. , vol.69 , Issue.4 , pp. 557-568
    • Parsons, C.K.1    Liden, R.C.2
  • 38
    • 0036004306 scopus 로고    scopus 로고
    • Beyond employmentinterview validity: A comprehensive narrative review of recentresearch and trends over time
    • R. A. Posthuma, F. P. Morgeson, and M. A. Campion, "Beyond employmentinterview validity: A comprehensive narrative review of recentresearch and trends over time," Personnel Psychol., vol. 55, no. 1,p. 81, 2002.
    • (2002) Personnel Psychol. , vol.55 , Issue.1 , pp. 81
    • Posthuma, R.A.1    Morgeson, F.P.2    Campion, M.A.3
  • 39
    • 0000133606 scopus 로고
    • Assessment of basic social skills
    • R. E. Riggio, "Assessment of basic social skills," Personality and SocialPsychol., vol. 51, no. 3, pp. 649-660, 1986.
    • (1986) Personality and SocialPsychol. , vol.51 , Issue.3 , pp. 649-660
    • Riggio, R.E.1
  • 40
    • 84871246049 scopus 로고    scopus 로고
    • The big five personality dimensionsand job performance
    • S. Rothmann and E. P. Coetzer, "The big five personality dimensionsand job performance," Ind. Psychol., vol. 29, no. 1, pp. 68-74, 2003.
    • (2003) Ind. Psychol. , vol.29 , Issue.1 , pp. 68-74
    • Rothmann, S.1    Coetzer, E.P.2
  • 41
    • 84861146779 scopus 로고    scopus 로고
    • A nonverbal behavior approach to identify emergent leaders in smallgroups
    • Jun.
    • D. Sanchez-Cortes, O. Aran, M. Schmid Mast, and D. Gatica-Perez,"A nonverbal behavior approach to identify emergent leaders in smallgroups," IEEE Trans. Multimedia, vol. 14, no. 3, pp. 816-832, Jun.2012.
    • (2012) IEEE Trans. Multimedia , vol.14 , Issue.3 , pp. 816-832
    • Sanchez-Cortes, D.1    Aran, O.2    Schmid Mast, M.3    Gatica-Perez, D.4
  • 44
    • 84870230742 scopus 로고    scopus 로고
    • Multimodal human behavioranalysis: Learning correlation, and interaction across modalities
    • Y. Song, L.-P. Morency, and R. Davis, "Multimodal human behavioranalysis: Learning correlation, and interaction across modalities," inProc. Int. Conf. Multimodal Interaction, 2012, pp. 27-30.
    • (2012) Proc. Int. Conf. Multimodal Interaction , pp. 27-30
    • Song, Y.1    Morency, L.-P.2    Davis, R.3
  • 45
    • 84986705587 scopus 로고
    • A meta-analytic investigation ofthe impact of interview format and degree of structure on the validityof the employment interview
    • W. H. Wiesner and S. F. Cronshaw, "A meta-analytic investigation ofthe impact of interview format and degree of structure on the validityof the employment interview," Occupational Psychol., vol. 61, no. 4,pp. 275-290, 1988.
    • (1988) Occupational Psychol. , vol.61 , Issue.4 , pp. 275-290
    • Wiesner, W.H.1    Cronshaw, S.F.2
  • 46
    • 85009168880 scopus 로고    scopus 로고
    • Spotting hot spots" in meetings: Humanjudgments and prosodic cues
    • B. Wrede and E. Shriberg, "Spotting "hot spots" in meetings: Humanjudgments and prosodic cues," in Proc. Eurospeech, 2003, pp.2805-2808.
    • (2003) Proc. Eurospeech , pp. 2805-2808
    • Wrede, B.1    Shriberg, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.