hcii 2016 toronto: the influence of personality on users’ emotional reactions
TRANSCRIPT
The Influence of Personality on Users’ Emotional Reactions
BEvERly REssEgUIER, PIERRE-MajoRIqUE légER, sylvaIn sénécal, MaRIE-chRIsTInE BasTaRachE-RoBERgE and FRançoIs coURTEManchE
HCI International 2016Toronto, July 27th 2016
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Prof. Pierre-Majorique Léger, Ph.D.
Full ProfessorDirector ERPsim LabCo-director Tech3Lab [email protected]
GRAD STUDIES
POST-DOCTORATE
LABS VISITING PROFESSOR
Lab Serious games to learn enterprise systems and business analytics
https://www.researchgate.net/profile/Pierre-Majorique_Leger
THIS RESEARCH :
Explore the extent to which personality influences emotional reactions.OUR GOAL :
Develop neuroadaptive interfaces using emotional reactions taking into account users’ personality traits.
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Funding Agencies
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Research Partners
TeCH3Lab 2016 :
7 experimental rooms
© copyright Léger et Sénécal 2015
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TeCH3Lab 2016 :
Broad range of thelastest neuroscience tools to capture user experience
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Facial emotions
© Copyright Tech3Lab 2016Source : Lie to Me, Fox Broadcasting Company, sur IMDb http://www.imdb.com/media/rm2416675584/tt1235099?ref_=ttmd_md_nxt
PrImary emoTIon Has ITs own seT of faCIaL musCLe ConTraCTIons LeadIng To an unIque faCIaL exPressIon
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Facial ExpressionsfaCIaL exPressIons are Caused by sImuLTaneous TemPorary ConTraCTIons (beTween 250 ms and 5 seConds) of dIfferenT faCIaL musCLes suCH as eyeLIds, LIPs, and nose
Source: Noldus
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Zygomatic and CorrugatorInCreased aCTIvITy In THe zygomaTIC musCLe grouP (THe smILe musCLe near THe mouTH) Is reLaTed To PosITIve emoTIon, wHILe InCreased aCTIvITy In THe CorrugaTor musCLe grouP (THe frown musCLe near THe eye) Is reLaTed To negaTIve emoTIon
Source: https://imotions.com/blog/collect-and-analyze-facial-expressions/
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EASE OF USE?
Automatic facial analysisdIsCern Human emoTIon THrougH THe use of sPeCIa-LIzed sofTware THaT Can deTeCT faCIaL feaTures assoCIaTed wITH faCIaL exPressIon
EASY TO USE?
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EASE OF USE?
Automatic facial analysisa seT of aCTIon unITs Covers muLTIPLe PossIbILITIes of faCIaL aCTIons, suCH as THe rIse of an eyebrow or THePInCH of THe LIPs.
EASY TO USE?
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HEXACO Personality Inventory
OPENNESS TO EXPERIENCE
HONESTY-HUMILITY
EMOTIONALITY EXTRAVERSION
AGREEABLENESS
CONSCIENTIOUSNESS
Lee, K. and M.C. Ashton, Psychometric properties of the HEXACO personality inventory. Multivariate Behavioral Research, 2004. 39(2): p. 329-358.
Methodology
Flow in group
players games88 120
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Correlation analysis between personality traits and facial emotions
FLOW OF pLayer (a)= DiFF icuLty + cOmpet ency+
pLayer (a)+pLayer (B)
Predicting flow in multiplayer context
66%
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Conclusion and next steps
EyE FIxaTIons TRIangUlaTIon and MachInE lEaRnIng
vIsUalIzaTIon oF EMoTIon and/oR cognITIvE sTaTEs aT FIxaTIon
Georges, V., Courtemanche, F., Senecal, S., Baccino, T., Fredette, M., & Leger, P. M. (2016, May). UX Heatmaps: Mapping User Experience on Visual Interfaces. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 4850-4860). ACM.
Thank you!