Partner modeling is mutual

It has been hypothesized that collaborative learning is related to the cognitive effort made by co-learners to build a shared understanding. The process of constructing this shared understanding requires that each team member builds some kind of representation of the behavior, beliefs, knowledge or intentions of other group members. In two empirical studies, we measured the accuracy of the mutual model, i.e. the difference between what A believes B knows, has done or intends to do and what B actually knows, has done or intends to do. In both studies, we found a significant correlation between the accuracy of A's model of B and the accuracy of B's model of A. This leads us to think that the process of modeling one's partners does not simply reflect individual attitudes or skills but emerges as a property of group interactions. We describe on-going studies that explore these preliminary results.

[1]  Daniel D. Suthers,et al.  Technology affordances for intersubjective meaning making: A research agenda for CSCL , 2006, Int. J. Comput. Support. Collab. Learn..

[2]  Stephanie D. Teasley,et al.  Perspectives on socially shared cognition , 1991 .

[3]  D. Wegner Transactive Memory: A Contemporary Analysis of the Group Mind , 1987 .

[4]  Bertram F. Malle,et al.  Folk Theory of Mind: Conceptual Foundations of Social Cognition , 2003 .

[5]  S. Fiske,et al.  The Handbook of Social Psychology , 1935 .

[6]  Herbert H. Clark,et al.  Grounding in communication , 1991, Perspectives on socially shared cognition.

[7]  Claire O'Malley,et al.  Computer Supported Collaborative Learning , 1995, NATO ASI Series.

[8]  Daniel C. Richardson,et al.  Looking To Understand: The Coupling Between Speakers' and Listeners' Eye Movements and Its Relationship to Discourse Comprehension , 2005, Cogn. Sci..

[9]  Pierre Dillenbourg,et al.  Collaborative Learning: Cognitive and Computational Approaches , 1999 .

[10]  P. Dillenbourg,et al.  The evolution of research on collaborative learning , 1996 .

[11]  D. Sperber,et al.  Relevance: Communication and Cognition , 1989 .

[12]  S. Brennan,et al.  Addressees' needs influence speakers' early syntactic choices , 2002, Psychonomic bulletin & review.

[13]  F. Paas,et al.  Cognitive Load Theory and Instructional Design: Recent Developments , 2003 .

[14]  Edwin Hutchins,et al.  How a Cockpit Remembers Its Speeds , 1995, Cogn. Sci..

[15]  D. A. Kenny,et al.  Data analysis in social psychology. , 1998 .

[16]  Pierre Dillenbourg,et al.  Over-scripting CSCL: The risks of blending collaborative learning with instructional design , 2002 .

[17]  P. Dillenbourg What do you mean by collaborative learning , 1999 .

[18]  Pierre Dillenbourg,et al.  'Location is not enough!': an empirical study of location-awareness in mobile collaboration , 2005, IEEE International Workshop on Wireless and Mobile Technologies in Education (WMTE'05).

[19]  G. Salomon,et al.  4 No distribution without individuals ' cognition : a dynamic interactional view GAVRIEL SALOMON 5 Living knowledge : the social distribution of cultural resources for thinking , 2022 .

[20]  Pierre Dillenbourg,et al.  Sharing Solutions: Persistence and Grounding in Multimodal Collaborative Problem Solving , 2006 .

[21]  Johan F. Hoorn,et al.  Distributed cognition , 2005, Cognition, Technology & Work.

[22]  E. Salas,et al.  Shared mental models in expert team decision making. , 1993 .

[23]  Nora S. Newcombe,et al.  Spatial representation and behavior across the life span , 1981 .

[24]  SUSAN E. BRENNAN,et al.  Conversation with and through computers , 1991, User Modeling and User-Adapted Interaction.

[25]  N. Smith Mutual Knowledge , 1982 .

[26]  Michael J. Baker,et al.  The role of grounding in collaborative learning tasks , 1999 .

[27]  Timothy Koschmann,et al.  Reconsidering Common Ground: Examining Clark's Contribution Theory in the OR , 2003, ECSCW.

[28]  M. F. Schober Spatial perspective-taking in conversation , 1993, Cognition.

[29]  Stephanie D. Teasley,et al.  The Construction of Shared Knowledge in Collaborative Problem Solving , 1995 .

[30]  Ran R. Hassin,et al.  The New Unconscious , 2006 .

[31]  H. H. Clark,et al.  Referring as a collaborative process , 1986, Cognition.

[32]  Roger Lamb,et al.  Attribution in conversational context: Effect of mutual knowledge on explanation‐giving , 1993 .

[33]  Pierre Dillenbourg,et al.  Collaboration in a Video Game : Impacts of Location Awareness , 2007 .

[34]  R. Moreland Transactive memory: Learning who knows what in work groups and organizations. , 1999 .

[35]  Philip R. Cohen,et al.  Referring as a Collaborative Process , 2003 .

[36]  R. Pea Practices of distributed intelligence and designs for education , 1993 .

[37]  Carl Gutwin,et al.  Supporting awareness of others in groupware , 1996, CHI Conference Companion.

[38]  R. Bromme 6. Beyond One's Own Perspective: The Psychology of Cognitive Interdisciplinarity , 2000 .

[39]  Daniel L. Schwartz,et al.  The Emergence of Abstract Representations in Dyad Problem Solving , 1995 .