Assessing writing and collaboration in learning: Methodological issues

We describe the main tasks students usually complete when working in an e- learning platform, across five mean features that have to be taken into account in research efforts (writing-based activities, individual/collective level, knowledge/ pedagogy orientation, feedback, multiple stakeholders account). Ways to analyse and assist these tasks by (semi)-automatic assessments using NLP techniques is discussed. Two services aiming to assist writing-based tasks are presented along with their first validation.

[1]  M. Bakhtin,et al.  The Dialogic Imagination: Four Essays , 1981 .

[2]  Jan-Willem Strijbos,et al.  Methodological challenges for collaborative learning research , 2007 .

[3]  P. Dessus,et al.  L'enseignement en tant que supervision d'un environnement dynamique , 2005 .

[4]  Victor Kaptelinin,et al.  Group Cognition Computer Support for Building Collaborative Knowledge , 2007 .

[5]  Gerry Stahl,et al.  Group Cognition: Computer Support for Building Collaborative Knowledge (Acting with Technology) , 2006 .

[6]  F. Fischer,et al.  Collaboration Scripts – A Conceptual Analysis , 2006 .

[7]  Timothy Koschmann,et al.  Toward a dialogic theory of learning: Bakhtin's contribution to understanding learning in settings of collaboration , 1999, CSCL.

[8]  L. Shulman Those Who Understand: Knowledge Growth in Teaching , 1986 .

[9]  J. Emig Writing as a Mode of Learning. , 1977 .

[10]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[11]  Peter W. Foltz,et al.  Learning from text: Matching readers and texts by latent semantic analysis , 1998 .

[12]  Traian Rebedea,et al.  A Polyphonic Model and System for Inter-animation Analysis in Chat Conversations with Multiple Participants , 2010, CICLing.

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

[14]  T. Landauer,et al.  A Solution to Plato's Problem: The Latent Semantic Analysis Theory of Acquisition, Induction, and Representation of Knowledge. , 1997 .