Automatic generation of emotions in tutoring agents for affective e-learning in medical education

Expert Systems with Applications

Volumn 38, Issue 8, 2011, Pages 9840-9847

  Alepis, Efthymios ^a   Virvou, Maria ^a  

^a UNIVERSITY OF PIRAEUS   (Greece)

Author keywords

Affective agents; Emotion generation; Intelligent tutoring systems; Medical e learning

Indexed keywords

AFFECTIVE AGENTS; AUTHORING TOOL; AUTOMATIC GENERATION; COGNITIVE THEORY; E-LEARNING ENVIRONMENT; E-LEARNING IN MEDICAL EDUCATION; EMOTION GENERATION; EMOTIONAL STATE; HUMAN-HUMAN INTERACTIONS; INTELLIGENT TUTORING SYSTEM; REMOTE TEACHING; WEB-BASED EDUCATION;

COMPUTER AIDED INSTRUCTION; E-LEARNING; INTELLIGENT AGENTS; MEDICAL EDUCATION; SCHOOL BUILDINGS; STUDENTS;

TEACHING;

EID: 79953691788     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.02.021     Document Type: Article

References (24)

1. Alepis, E., Virvou, M., & Kabassi, K. (2008). Mobile education: Towards affective bi-modal interaction for adaptivity. In 3rd International conference on digital information management (pp. 51-56).
2. Brusilovsky, P. (1999). Adaptive and Intelligent Technologies for Web-based Education. In C. Rollinger, C. Peylo (Eds.), Künstliche Intelligenz (4) (pp. 19-25) [Special Issue on Intelligent Systems and Teleteaching].
3. F.-F. Chua, and C.-S. Lee Designing an intelligent coach for a collaborative concept-mapping learning environment Lecture notes in computer science Vol. 5328 2008 LNCS pp. 74-82
4. D.A. Cook Web-based learning: Pros, cons and controversies, Clinical Medicine Journal of the Royal College of Physicians of London 7 1 2007 37 42 (Pubitemid 46333344)
5. C. Elliott, J. Rickel, and J. Lester Lifelike pedagogical agents and affective computing: An exploratory synthesis Lecture Notes in Computer Science 1600 1999 195 212
6. J. Falout, J. Elwood, and M. Hood Demotivation: Affective states and learning outcomes System 37 3 2009 403 417
7. Glavinić, V., Rosić, M., & Zelić, M. (2008). Extending intelligent tutoring systems to mobile devices. Lecture notes in computer science (Vol. 5177, pp. 245-252) LNAI [Issue Part 1].
8. D. Goleman Emotional intelligence 1995 Bantam Books New York
9. K.-A. Hwang, and C.-H. Yang Assessment of affective state in distance learning based on image detection by using fuzzy fusion Knowledge-Based Systems 22 4 2009 256 260
10. W.L. Johnson, J. Rickel, and J. Lester Animated pedagogical agents: Face-to-face interaction in interactive learning environments International Journal of Artificial Intelligence in Education 11 2000 47 78
11. M. Larvin E-Learning in surgical education and training ANZ Journal of Surgery 79 3 2009 133 137
12. J. Lester, S. Converse, S. Kahler, S. Barlow, B. Stone, and R. Bhogal The agent effect: affective impact of animated pedagogical agents S. Pemberton, Human factors in computing systems, CHI' 97, conference proceedings 1997 ACM Press 359 366
13. A. Ortony, G. Clore, and A. Collins The cognitive structure of emotions 1990 Cambridge University Press
14. R.W. Picard, S. Papert, W. Bender, B. Blumberg, C. Breazeal, and D. Cavallo Affective learning - A manifesto BT Technology Journal 22 4 2004 253 268
15. T. Rist, E. André, and J. Müller Adding animated presentation agents to the interface J. Moore, E. Edmonds, A. Puerta, Proceedings of the 1997 international conference on intelligent user interfaces 1997 ACM Press New York 79 86
16. J. Sandars, and C. Haythornthwaite New horizons for e-learning in medical education: Ecological and Web 2.0 perspectives Medical Teacher 29 4 2007 307 310 (Pubitemid 47386740)
17. D. Soldato, and D. Boulay Implementation of motivational tactics in tutoring systems Journal of Artificial Intelligence in Education 6 4 1995 337 378
18. Sun, Y., & Li, Z. (2008). Intelligent pedagogical agents for intelligent tutoring systems. In International Conference on Computer Science and Software Engineering (Vol. 1, pp. 516-519) [Article number 4721800].
19. Tsihrintzis, G., Virvou, M., Stathopoulou I. O. & Alepis, E. (2008). On improving visual-facial emotion recognition with audio-lingual and keyboard stroke pattern information. Web intelligence and intelligent agent technology, WI-IAT '08 (Vol. 1, pp. 810-816).
20. Van Velsen, M. (2008). Towards real-time authoring of believable agents in interactive narrative. Lecture notes in computer science, LNAI (including subseries Lecture Notes in artificial intelligence and lecture notes in bioinformatics) (Vol. 5208, pp. 81-88).
21. Virvou, M., & Alepis, E. (2003). Creating tutoring characters through a Web-based authoring tool for educational software. In Proceedings of the 2003 IEEE international conference on systems, man and cybernetics (Vol. 5, pp. 4884-4889).
22. Virvou, M., & Alepis, E. (2003). Human-like characteristics by speaking animated agents in a web-based tutoring system. In C. Stephanidis (Ed.), Adjunct proceedings of the 10th international conference on human computer interaction (HCII'2003) (pp. 109-110).
23. Virvou, M., Tsihrintzis, G., Alepis, E., Stathopoulou, I. O., & Kabassi, K. (2007). Combining empirical studies of audio-lingual and visual-facial modalities for emotion recognition. Knowledge-based intelligent information and engineering systems - KES 2007. Lecture notes in artificial intelligence (subseries of Lecture notes in computer science) (Vol. 4693/2007, pp. 1130-1137). Berlin: Springer.
24. Zatarain-Cabada, R., Barrón-Estrada, M. L., Sandoval, G., Osorio, M., Urías, E. & Reyes-García, C. A. (2008). Authoring neuro-fuzzy tutoring systems for M and E-learning. Lecture notes in computer science (Vol. 5317/2008, pp. 789-796).