Automatic quantitative evaluation of emotions in E-learning applications

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 1359-1362

  Scotti, Stefano ^a   Mauri, Maurizio ^b,c   Barbieri, Riccardo ^d   Jawad, Bassam ^e   Cerutti, Sergio ^a   Mainardi, Luca ^a   Brown, Emery N ^c   Villamira, Marco A ^b  

^a UNIVERSITY OF MILAN   (Italy)

^b IULM UNIVERSITY   (Italy)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^d MASSACHUSETTS GENERAL HOSPITAL   (United States)

^e ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN EMOTIONS RECOGNIZATION; PHYSIOLOGICAL SIGNALS; QUANTITATIVE INDEXES;

ALGORITHMS; E-LEARNING; GESTURE RECOGNITION; NONINVASIVE MEDICAL PROCEDURES; RESEARCH AND DEVELOPMENT MANAGEMENT; SENSORS;

NEUROPHYSIOLOGY;

ADULT; ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; CLASSIFICATION; COMPUTER ASSISTED DIAGNOSIS; EMOTION; FEMALE; HUMAN; INTERNET; MALE; METHODOLOGY; PHYSIOLOGIC MONITORING; PHYSIOLOGY; TEACHING;

ADULT; ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER-ASSISTED INSTRUCTION; DIAGNOSIS, COMPUTER-ASSISTED; EMOTIONS; FEMALE; HUMANS; INTERNET; MALE; MONITORING, PHYSIOLOGIC; PATTERN RECOGNITION, AUTOMATED;

EID: 34047134585     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260601     Document Type: Conference Paper

References (13)

1. H. Ahn, and R. W. Picard, "Affective-Cognitive Learning and Decision Making: A Motivational Reward Framework for Affective Agents", The 1st International Conference on Affective Computing and Intelligent Interaction, 2005, pp. 863-866.
2. J. Angeslevä, C. Reynolds, S. O'modhrain, "EmoteMail", in DVD ACM Transactions on Graphics.
3. A. Kapoor, R. W. Picard, M. Ivanov, "Probabilistic Combination of Multiple Modalities to Detect Interest", ICPR '04, pp. 969-972.
4. C. Lisetti, F. Nasoz, C. Lerouge, O. Ozyer, K. Alvarez, "Developing multimodal intelligent affective interfaces for tele-home health care," International Journal of Human-Computer Studies., Vol. 59, N. 1-2, pp. 245-255, 2003.
5. H. Wang, H. Prendinger, T. Igarashi, "Communicating emotions in Online Chat Using Physiological Sensors and Animated Text," in Proceedings of CHI 2004, pp. 1171-1174, 2004.
6. R. W. Picard, E. Vyzas, J. Healey, "Toward Machine Emotional Intelligence: Analysis of Affective Physiological State" IEEE Transactions on pattern analysis and machine intelligence, Vol. 23, N. 10, pp. 1175-1191, 2001.
7. R. J. Davidson, D. C. Jackson, N. H. Kalin, "Emotion, Plasticity, Context, and Regulation: Perspectives From Affective Neuroscience" Psychological Bulletin, Vol. 126, N. 6, pp. 890-909, 2000.
8. Colorni, A., "Webleaming: esperienze, modelli e tecnologie", Mondo Digitale, n. 1, pp. 4-15.
9. P. J. Lang, 1995. The emoton probe: Studies of motivation and attention, American Psychologist, Vol. 50, N. 5, pp. 372-385.
10. S. Scotti, M. Mauri, S. Cerutti, L. Mainardi, M. A. Villamira, "Quantitative Evaluation of Distant Student Psychophysical Responses During the E-Learning Processes", IEEE EMBS Conference, pp. 2262, 2005.
11. M. H. Pollak, A. R. Zeiner, "Physiological correlates of an experimental relaxation procedure with comparisons to uninstructed relaxation and sitting," Biological Psychology Bulletin, Vol. 5, N. 4, pp. 161-170, 1979.
12. A. Mcfarlane, C. R. Clark, R. A. Bryant, L. M. Williams, R. Niaura, R. H. Paul, B. L. Hitsman, L. Stroud, D. M. Alexander, E. Gordon, "The impact of early life stress on psycho-physiological, personality and behavioural measures in 740 non-clinical subjects". Journal of integrative neuroscience, Vol. 4, N. 1, pp. 27-40, 2005.
13. M. Pagani, F. Lombardi, S. Guzzetti, Q. Sandrone, O. Rimoldi, G. Malfatto, S. Cerutti, A. Malliani, "Power spectral density of heart rate variability as an index of sympatho-vagal interaction in normal and hypertensive subjects," J. Hypertens Suppl., Vol. 2, N. 3, pp. 383-385, 1984.