Mindful: A Platform for Large-Scale Affective Field Research

In this work we present Mindful, a platform for defining, configuring, executing and distributing affective experiments to a large scale audience. This type of experiments measure the emotional reaction of participants to media content selected by experimenters. Furthermore, the platform manages profiles of registered users who have agreed to participate in an experiment as well as a data collection and analysis mechanisms. The analyzed data is then used to enrich users' profile and to better understand their emotional behavior. Throughout the paper we describe the platform in details and present a use case of how the platform is being used in practice.

[1]  Tobias Baur,et al.  The social signal interpretation (SSI) framework: multimodal signal processing and recognition in real-time , 2013, ACM Multimedia.

[2]  J. Bryant,et al.  Responding to the screen : reception and reaction processes , 1991 .

[3]  E. Vesterinen,et al.  Affective Computing , 2009, Encyclopedia of Biometrics.

[4]  P. Costa,et al.  NEO inventories for the NEO Personality Inventory-3 (NEO-PI-3), NEO Five-Factor Inventory-3 (NEO-FFI-3), NEO Personality Inventory-Revised (NEO PI-R) : professional manual , 2010 .

[5]  G. Claridge Manual of the Eysenck personality questionnaire (junior and adult): H. J. Eysenck and Sybil Eysenck Hodder and Stoughton (1975). 47 pp., together with test blanks and scoring keys for junior and adult versions. Specimen set £1.80 , 1977 .

[6]  P. Vorderer,et al.  Media entertainment: The psychology of its appeal. , 2000 .

[7]  Gilbert A. Churchill,et al.  Marketing Research: Methodological Foundations , 1976 .

[8]  Johannes Wagner,et al.  A sensing architecture for empathetic data systems , 2013, AH.

[9]  Rosalind W. Picard Affective computing: challenges , 2003, Int. J. Hum. Comput. Stud..

[10]  Barbara A. Gutek,et al.  Demographic Differences in Organizations: Current Research and Future Directions , 1999 .

[11]  P. Ekman An argument for basic emotions , 1992 .

[12]  Yunxin Liu,et al.  MoodScope: building a mood sensor from smartphone usage patterns , 2013, MobiSys.

[13]  Omar AlZoubi,et al.  Siento: An Experimental Platform for Behavior and Psychophysiology in HCI , 2011, ACII.

[14]  Cecilia Mascolo,et al.  EmotionSense: a mobile phones based adaptive platform for experimental social psychology research , 2010, UbiComp.

[15]  Doreen Meier,et al.  Marketing Research Methodological Foundations , 2016 .

[16]  Richard E. Lucas,et al.  The mini-IPIP scales: tiny-yet-effective measures of the Big Five factors of personality. , 2006, Psychological assessment.