master thesis presentation arnoud andeweg
DESCRIPTION
Handsome or Nice? Explaining the Automatic Prediction of Speed-dates with Attitudinal Factors. A thesis defense by Arnoud Andeweg at May 15 2012.TRANSCRIPT
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15 mei 2012Arnoud AndewegUniversity of Amsterdam
Handsome or Nice?
Explaining the Automatic Prediction of Speed-dates with Attitudinal Factors
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Attitudinal factors, interpersonal warmth and physical attractiveness, found in interpersonal attraction research can be used to explain the physical movement parameters that predict the outcome of a speed-date
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CONTENTS
• Example• Background / related work• Method• Results• Conclusions / implications• Next steps• Questions
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EXAMPLE
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BACKGROUND / RELATED WORK
• Human awareness & social signal processing:• Meeting mediator (Kim et al. 2008)
• Personality aware video surveillance (Zen et al. 2010)
• Interpersonal attraction Reciprocity Similarity
Security Physical attraction
Interpersonal warmth
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• Speed-date experiments• Useful real-life setting (Finkel et al. 2007)
• MatchMakeRS project• Variance in distance• Increase in distance
(Veenstra and Hung 2011)
BACKGROUND / RELATED WORK
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METHOD
• 1 speed-date experiment
• 2 possible results of a date
• 8 males and 8 females
• 64 dates (dyads)
• 128 questionnaires
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METHOD
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METHOD
• Results video analysis movement parameter
• Questionnaires attitudinal factors
• Outcome of the speed-dates
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SRM: Social Relations Model (Kenny et al. 2007)
METHOD
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RESULTS
• 12 matches
• SRM:
• Correlation: increase in distance and interpersonal warmth (males)
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RESULTS
• Regression:
• No mediation
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CONCLUSIONS / IMPLICATIONS
• Hypothesis rejected
• Warmth and distance
• Gender differences
• Attitudinal factors predict
• The importance of looks
Attitudinal factors, interpersonal warmth and physical attractiveness, found in interpersonal attraction research can be used to explain the physical movement parameters that predict the outcome of a speed-date
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NEXT STEPS
• Warmth and distance
• Handsome robot
• Increase in distance by…
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Questions?
This presentation can be found atwww.slideshare.net\verwegh
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ATTACHMENTS
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ATTACHMENTS
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ATTACHMENTS
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bijlages
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ATTACHMENTS
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References
Andersen, P., and Guerrero, L., 1998a. The bright side of relational communication: interpersonal warmth as a social Emotion. In: P. Andersen and L. Guerrero, eds. Handbook of Communication and Emotion. New York: Academic Press, 303-329.
Argyle, M., 1988. Bodily Communication. New York: Methuen & Co. Ltd Baron, R.M. and Kenny, D.A., 1986. The moderator–mediator variable distinction
in social psychological research: conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51 (6), 1173–1182.
Berscheid, E. and Walster, E., 1974. Physical Attractiveness, In: L. Berkowitz, ed, Advances in Experimental Social Psychology. New York: Academic Press, 157-215.
Berscheid, E., and Walster, E., 1978. Interpersonal attraction. 2nd ed. Boston: Addison-Wesley.
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References
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Dautenhahn , K., 2007. Methodology and themes of human-robot interaction: a growing research field. International Journal of Advanced Robotic Systems, 4 (1), 103-108.
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References
Dourish, H., 2001. Seeking a foundation for context-aware computing. Human-Computer Interaction, 16 (2-4), 229-241
Finkel, E.J., Eastwick, P.W. and Matthews, J., 2007. Speed-dating as an invaluable tool for studying romantic attraction: A methodological primer. Personal Relationships 14 (1), 149-166.
Grammer, K., Honda, M., Juette, A. and Schmitt, A., 1999. Fuzziness of nonverbal courtship communication unblurred by motion energy detection. Journal of personality and social psychology, 77(3), 487–508.
Gunes, H. and Piccardi, M., 2006. Assessing facial beauty through proportion analysis by image processing and supervised learning. International Journal of Human-Computer Studies, 64 (12), 1184-1199.
Heslin, R. and Patterson, M., 1982. Nonverbal behavior and social psychology. New York: Plenum Press
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References
Hönekopp, J., 2006. Once more: Is beauty in the eye of the beholder? Relative contributions of private and shared taste to judgments of facial attractiveness. Journal of Experimental Psychology: Human Perception and Performance, 32 (2), 199-209.
Kenny, D.A., Kashy, D.A. and Cook, W.L., 2006. Dyadic Data Analysis. New York: Guilford Press.
Kim, T., Chang, A., Holland, L. and Pentland, A.S., 2008. Meeting mediator: enhancing group collaborationusing sociometric feedback. In: Proceedings of the 2008 ACM conference on Computer supported cooperative work, 8-12 November 2008 San Diego. New York: ACM, 457-466.
Kleck R.E. and Rubenstein, C., 1975. Physical attractiveness, perceived attitude similarity, and interpersonal attraction in an opposite-sex encounter. Journal of Personality and Social Psychology, 31(1), 107-114.
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References
Langlois, J. H., Kalakanis, L., Rubenstein, A. J., Larson, A., Hallam, M., and Smott, M., 2000. Maxims or myths of beauty? A meta-analytic and theoretical review. Psychological Bulletin. 126 (3) 390-423.
Luo, S. and Zhang, G., 2009. What leads to romantic attraction: Similarity, reciprocity, security, or beauty? Evidence from a speed-dating study. Journal of personality, 77 (4), 933-964.
McCroskey, J.C. and McCain, T.A., 1974. The measurement of interpersonal attraction. Communication Monographs, 41 (3), 261-266.
Richmond, V. and McCroskey, J., 1995. Immediacy, nonverbal behavior in interpersonal relations. Boston: Allyn & Bacon.
Saucier, G., 1994. Mini-Markers: A brief version of Goldberg's unipolar big-five markers. Journal of Personality Assessment, 63 (3), 506-516.
Sprecher, S., 1998. Insiders' perspectives on reasons for attraction to a close other. Social Psychology Quarterly, 61 (4), 287-300.
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References
Veenstra, A, and Hung,H., 2011. Do they like me? Using video cues to predict desires during speed-dates. In: IEEE International Conference on Computer Vision Workshops, 9-13 November 2011 Barcelona. New York: IEEE, 838-845.
Vinciarelli, A., Pantic, M. and Bourlard H., 2009. Social signal processing: Survey of an emerging domain. Image and Vision Computing, 27 (12) 1743-1759.
Zen, G., Lepri, B., Ricci, E. and Lanz, O., 2010. Space speaks: towards socially and personality aware visual surveillance. In: Proceedings of the 1st ACM international workshop on multimodal pervasive video analysis, 25-20 October 2010 Firenze. New York: ACM, 37–42.