Abstract
This chapter outlines an approach for automatically extracting behavioral indicators from video and explores the possibility of using those indicators to predict human-interpretable judgments of involvement, dominance, tenseness, and arousal. The team utilized two-dimensional spatial inputs extracted from video to construct a set of discrete and inter-relational features. Then three predictive models were created using the extracted features as predictors and human-coded perceptions of involvement, tenseness, and arousal as the criterion. Through this research, the team explores the feasibility and validity of the approach and identifies how such an approach could contribute to the broader community.
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References
Bavelas, J.B.: Situations that lead to disqualification. Human Communication Research 9(2), 130–145 (1983)
Birdwhistell, R.L.: Background to kinesics. ETC 13, 10–18 (1955)
Birdwhistell, R.L.: Kinesics and Context. University of Pennsylvania Press, Philadelphia (1970)
Burgoon, J.K.: Nonverbal signals. In: Knapp, K.L., Miller, G.R. (eds.) Handbook of interpersonal communication, Sage, Beverly Hills, CA, pp. 344–390 (1994)
Burgoon, J.K., Hale, J.L.: The fundamental topoi of relational messages. Communication Monographs 51, 193–214 (1984)
Burgoon, J.K., Le Poire, B.A.: Nonverbal cues and interper-sonal judgments: Participant and observer perceptions of intimacy, dominance, composure, and formality. Communication Monographs 66, 105–124 (1999)
Burgoon, J.K., Newton, D.A.: Applying a social meaning model to relational messages of conversational involvement: Comparing participant and observer perspectives. Southern Communication Journal 56, 96–113 (1991)
Burgoon, J.K., Birk, T., Pfau, M.: Nonverbal behaviors, per-suasion, and credibility. Human Communication Research 17(1), 140–169 (1990)
Burgoon, J.K., Johnson, J.L., Koch, P.T.: The nature and measurement of interpersonal dominance. Communication Monographs 65, 308–335 (1998)
Burgoon, J.K., Blair, J.P., Qin, T., Nunamaker, J.F.: Detecting Deception Through Linguistic Analysis. In: Chen, H., Miranda, R., Zeng, D.D., Demchak, C.C., Schroeder, J., Madhusudan, T. (eds.) ISI 2003. LNCS, vol. 2665, Springer, Heidelberg (2003)
Burgoon, J.K., Blair, J.P., Moyer, E.: Effects of Communication Modality on Arousal, Cognitive Complexity, Behavioral Control and Deception Detection During Deceptive Episodes. In: Annual Meeting of the National Communication Association, Miami Beach, Florida (2003)
Burgoon, J.K., Adkins, M., Kruse, J., Jensen, M.L., Meservy, T.O., Twitchell, D.P., Deokar, A., Nunamaker, J.F.: An approach for intent identification by building on deception detection. In: Proceedings of the 38th Annual Hawaii International Conference on System Science (CD/ROM). Computer Society Press, Hawaii (2005)
Burgoon, J.K., Jensen, M.L., Kruse, J., Meservy, T.O., Nunamaker, J.F.: Deception and intention detection. In: Chen, H., Raghu, T.S., Ramesh, R., Vinze, A., Zeng, D. (eds.) Hand-books in Information Systems. Elsevier B.V., Amsterdam (2007)
Coker, D.A., Burgoon, J.K.: The nature of conversational involvement and nonverbal encoding patterns. Human Communication Research 13(4) (1987)
DePaulo, B., Lindsay, J.J., Malone, B.E., Muhlenbruck, L., Charlton, K., Cooper, H.: Cues to deception. Psychological Bulletin 129(1), 74–118 (2003)
Ekman, P., Friesen, W.V.: Nonverbal leakage and clues to deception. Psychiatry 32, 88–106 (1969)
Frank, M.G., Feeley, T.H.: To catch a liar: Challenges for research in lie detection training. Journal of Applied Communication Research 31(1), 58–75 (2003)
Gifford, R.: A lens-mapping framework for understanding the en-coding and decoding of interpersonal dispositions. Journal of Personality and Social Psychology 66, 398–412 (1994)
Jensen, M.L., Meservy, T.O., Kruse, J., Burgoon, J.K., Nunamaker, J.F.: Identification of deceptive behavioral cues extracted from video. In: International IEEE Conference on Intelligent Transportation Systems, Vienna, Austria (2005)
Levine, T.R., Freeley, T.H., McCornack, S.A., Hughes, M., Harms, C.M.: Testing the Effects of Nonverbal Behavior Training on Accuracy in Deception Detection with the Inclusion of a Bogus Training Control Group. Western Journal of Communication 69(3), 203–217 (2005)
Lu, S., Tsechpenakis, G., Metaxas, D.N.: Blob analysis of the head and hands: A method for deception detection. In: Hawaii International Conference on System Science (HICSS 2005), Hawaii (2005)
Meservy, T.O., Jensen, M.L., Kruse, J., Burgoon, J.K., Nunamaker, J.F.: Automatic extraction of deceptive behavioral cues from video. In: Kantor, P., Muresan, G., Roberts, F., Zeng, D.D., Wang, F.-Y., Chen, H., Merkle, R.C. (eds.) ISI 2005. LNCS, vol. 3495, Springer, Heidelberg (2005)
Trager, G.L.: The typology of paralanguage. Anthropological Linguistics 3, 17–21 (1961)
Scherer, K.R.: Methods of research on vocal communication: Paradigms and parameters. In: KRSaP, E. (ed.) Handbook of methods in nonverbal behavior research, pp. 136–198. Cambridge University Press, Cambridge (1982)
Schmitt, N.: Uses and abuses of coefficient alpha. Psychological Assessment 8(4), 350–353 (1996)
Swets, J.A.: Enhancing diagnostic decisions. In: Connolly, T., Arkes, H.R., Hammond, K.R. (eds.) Judgment and Decision Making: An Interdisciplinary Reader. Cambridge University Press, Cambridge (2000)
Vrij, A.: Detecting lies and deceit: The psychology of lying and implications for professional practice. John Wiley & Sons, Chichester (2000)
Vrij, A., Edward, K., Bull, R.: Police officers’ ability to detect deceit: The benefit of indirect deception detection measures. Legal and Criminological Psychology 6(2), 185–196 (2001)
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Jensen, M.L., Meservy, T.O., Burgoon, J.K., Nunamaker, J.F. (2008). Video-Based Deception Detection. In: Chen, H., Yang, C.C. (eds) Intelligence and Security Informatics. Studies in Computational Intelligence, vol 135. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-69209-6_22
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DOI: https://doi.org/10.1007/978-3-540-69209-6_22
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