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Comparison of statistical methods for analysis of affective haptic expressions

Authors:

Yoren Gaffary,

Victoria Eyharabide,

Jean-Claude Martin,

Mehdi AmmiAuthors Info & Claims

SAP '12: Proceedings of the ACM Symposium on Applied Perception

Page 128

https://doi.org/10.1145/2338676.2338710

Published: 03 August 2012 Publication History

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Abstract

Several studies showed the relevance of haptics for conveying emotions to users. These studies usually cover recognition rate of emotions from haptic expressions. Surprisingly, the analysis of features of these haptic expressions is in counterpart often limited to a classical analysis of variance. However, this method suffers of several limitations for the analysis of such data. This paper investigates the complementarity of three different statistical methods for the processing of haptic expressions of emotions.

References

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Bailenson, J. N., Yee, N., Brave, S., Merget, D., and Koslow, D. 2007. Virtual interpersonal touch: Expressing and recognizing emotions through haptic devices. Human-Computer Interaction 22, 3, 325--353.

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Hertenstein, M. J., Keltner, D., App, B., Bulleit, B. a., and Jaskolka, A. R. 2006. Touch communicates distinct emotions. Emotion (Washington, D. C.) 6, 3 (Aug.), 528--33.

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Picard, R. 1997. Affective computing. Cambridge, MA: MIT Press book.

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Tsalamlal MOuarti NMartin JAmmi M(2013)EmotionAirProceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction10.1109/ACII.2013.42(215-220)Online publication date: 2-Sep-2013
https://dl.acm.org/doi/10.1109/ACII.2013.42
Gaffary YEyharabide VTsalamlal MMartin JAmmi M(2013)Comparison of Statistical Methods for the Analysis of Affective Haptic ExpressionsRevised Selected Papers of the 8th International Workshop on Haptic and Audio Interaction Design - Volume 798910.1007/978-3-642-41068-0_8(69-78)Online publication date: 18-Apr-2013
https://dl.acm.org/doi/10.1007/978-3-642-41068-0_8

Comparison of statistical methods for analysis of affective haptic expressions
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction devices

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Published In

SAP '12: Proceedings of the ACM Symposium on Applied Perception

August 2012

131 pages

ISBN:9781450314312

DOI:10.1145/2338676

Conference Chairs:
Peter Khooshabeh
USC Institute for Creative Technologies
,
Matthias Harders
ETH Zurich
,
Program Chairs:
Rachel McDonnell
Trinity College Dublin
,
Veronica Sundstedt
Blekinge Institute of Technology

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

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Published: 03 August 2012

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SAP '12: ACM Symposium on Applied Perception 2012

August 3 - 4, 2012

California, Los Angeles

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SAP '12 Paper Acceptance Rate 21 of 40 submissions, 53%;

Overall Acceptance Rate 43 of 94 submissions, 46%

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Tsalamlal MOuarti NMartin JAmmi M(2013)EmotionAirProceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction10.1109/ACII.2013.42(215-220)Online publication date: 2-Sep-2013
https://dl.acm.org/doi/10.1109/ACII.2013.42
Gaffary YEyharabide VTsalamlal MMartin JAmmi M(2013)Comparison of Statistical Methods for the Analysis of Affective Haptic ExpressionsRevised Selected Papers of the 8th International Workshop on Haptic and Audio Interaction Design - Volume 798910.1007/978-3-642-41068-0_8(69-78)Online publication date: 18-Apr-2013
https://dl.acm.org/doi/10.1007/978-3-642-41068-0_8

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Comparison of Statistical Methods for the Analysis of Affective Haptic Expressions

Haptic around: multiple tactile sensations for immersive environment and interaction in virtual reality

FeelTheNews: Augmenting Affective Perceptions of News Videos with Thermal and Vibrotactile Stimulation

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