Abstract
To facilitate shared understandings of several models of collaborative learning, and collect rational models of effective collaborative learning, we have been constructing a system of concepts to represent collaborative learning sessions relying on existing learning theories. We call the system of concepts Collaborative Learning Ontology, and have been extracting and representing models inspired by the theories with the ontology. In this paper, as a part of the ontology, we concentrated on clarifying behavior and roles for learners in collaborative learning sessions, conditions to assign appropriate roles for each learner, and predictable educational benefits by playing the roles. The system of concepts and models will be beneficial to both designing appropriate groups for collaborative learning sessions, and interaction analysis among learners to assess educational benefits of the learning session.
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References
Anderson, J.R.: Acquisition of Cognitive Skill. Psychological Review 89(4), 369–406 (1982)
Bandura, A.: Social Learning Theory. General Learning Press, New York (1971)
Barros, B., Verdejo, M.F.: Analysing student interaction processes in order to improve collaboration. The DEGREE approach, IJAIED 11 (2000)
Cognition and Technology Group at Vanderbilt: Anchored instruction in science education. In: Duschl, R., Hamilton, R. (eds.) Philosophy of science, cognitive psychology, and educational theory and practice, pp. 244–273. SUNY Press, Albany (1992)
Collins, A.: Cognitive apprenticeship and instructional technology. In: Idol, L., Jones, B.F. (eds.) Educational values and cognitive instruction: Implications for reform, LEA, Hillsdale (1991)
Endlsey, W.R.: Peer tutorial instruction. Educational Technology, Englewood Cliffs (1980)
Fitts, P.M.: Perceptual-Motor Skill Learning. In: Melton, A.W. (ed.) Categories of Human Learning, pp. 243–285. Academic Press, New York (1964)
Ikeda, M., Hoppe, U., Mizoguchi, R.: Ontological issue of CSCL Systems Design. In: Proc. of AIED 1995, pp. 234–249 (1995)
Ikeda, M., Go, S., Mizoguchi, R.: Opportunistic Group Formation. In: Proc. of AIED 1997, pp. 166–174 (1997)
Inaba, A., Ikeda, M., Mizoguchi, R., Toyoda, J.: (2000), http://www.ei.sanken.osaka-u.ac.jp/~ina/LGOntology/
Inaba, A., Supnithi, T., Ikeda, M., Mizoguchi, R., Toyoda, J.: How Can We Form Effective Collaborative Learning Groups? In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 282–291. Springer, Heidelberg (2000)
Inaba, A., Ohkubo, R., Ikeda, M., Mizoguchi, R., Toyoda, J.: An Instructional Design Support Environment for CSCL - Fundamental Concepts and Design Patterns. In: Proc. of AIED 2001, pp. 130–141 (2001)
Inaba, A., Ohkubo, R., Ikeda, M., Mizoguchi, R.: Models and Vocabulary to Represent Learner-to-Learner Interaction Process in Collaborative Learning. In: Proc. of ICCE 2003, pp. 1088–1096 (2003)
Inaba, A., Ohkubo, R., Ikeda, M., Mizoguchi, R.: An Interaction Analysis Support System for CSCL - An Ontological Approach to Support Instructional Design Process. In: Proc. of ICCE 2002 (2002)
Katz, A., O’Donnell, G., Kay, H.: An Approach to Analyzing the Role and Structure of Reflective Dialogue. IJAIED 11 (2000)
Lave, J., Wenger, E.: Situated Learning: Legitimate peripheral participation. Cambridge University Press, Cambridge (1991)
Mizoguchi, R., Bourdeau, J.: Using Ontological Engineering to Overcome Common AIED Problems. IJAIED 11 (2000)
Mizoguchi, R., Ikeda, M., Sinitsa, K.: Roles of Shared Ontology in AI-ED Research. In: Proc. of AIED 1997, pp. 537–544 (1997)
Muhlenbrock, M., Hoppe, U.: Computer Supported Interaction Analysis of Group Problem Solving. In: Proc. of CSCL 1999, pp. 398–405 (1999)
Piaget, J., Inhelder, B.: The Psychology of the Child. Basic Books, New York (1971)
Resnick, M.: Distributed Constructionism. In: Proc. of the International Conference on the Learning Science (1996)
Rumelhart, D.E., Norman, D.A.: Accretion, Tuning, and Restructuring: Modes of Learning. In: Cotton, J.W., Klatzky, R.L. (eds.) Semantic factors in cognition, pp. 37–53. LEA, Hillsdale (1978)
Salomon, G.: Distributed cognitions. Cambridge University Press, Cambridge (1993)
Soller, A.: Supporting Social Interaction in an Intelligent Collaborative Learning System. IJAIED 12 (2001)
Spiro, R.J., Coulson, R.: L., Feltovich, P. J., & Anderson, D. K. Cognitive flexibility: Advanced knowledge acquisition ill-structured domains. In: Proc. of the Tenth Annual Conference of Cognitive Science Society, pp. 375–383. LEA, Hillsdale (1988)
Supnithi, T., Inaba, A., Ikeda, M., Toyoda, J., Mizoguchi, R.: Learning Goal Ontology Supported by Learning Theories for Opportunistic Group Formation. In: Proc. of AIED 1999 (1999)
Vygotsky, L.S.: The problem of the cultural development of the child. Journal of Genetic Psychology 36, 414–434 (1929)
Vygotsky, L.S.: Mind in Society: The development of the higher psychological processes. Harvard University Press, Cambridge (1930) (Re-published 1978)
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Inaba, A., Mizoguchi, R. (2004). Learners’ Roles and Predictable Educational Benefits in Collaborative Learning. In: Lester, J.C., Vicari, R.M., Paraguaçu, F. (eds) Intelligent Tutoring Systems. ITS 2004. Lecture Notes in Computer Science, vol 3220. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30139-4_27
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DOI: https://doi.org/10.1007/978-3-540-30139-4_27
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