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Grounding Collaborative Knowledge Building in Semantics-Based Critiquing

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Advances in Web-Based Learning – ICWL 2005 (ICWL 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3583))

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Abstract

In this paper we investigate the use of Latent Semantic Analysis (LSA), Critiquing Systems, and Knowledge Building to support computer-based teaching of English composition. We have built and tested an English Composition Critiquing System that make use of LSA to analyze student essays and compute feedback by comparing their essays with teacher’s model essays. LSA values are input to a critiquing component to provide a user interface for the students. A software agent can also use the critic feedback to coordinate a collaborative knowledge building session with multiple users (students and teachers). Shared feedback provides seed questions that can trigger discussion and extended reflection about the next phase of writing. We present the first version of a prototype we have built, and report the results from an informal experiment. We end the paper by describing our plans for future work.

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References

  1. Akin, O.: How Do Architects Design? In: Latombe, J. (ed.) Artificial Intelligence and Pattern Recognition in Computer Aided Design, North-Holland, New York, pp. 65–104 (1978)

    Google Scholar 

  2. Arnseth, H.C., Solheim, I.: Making Sense of Shared Knowledge. In: Stahl, G. (ed.) Proceedings of CSCL 2002 – Conference for Computer Support for Collaborative Learning (Boulder, 2002), pp. 102–110 (2002)

    Google Scholar 

  3. Baker, M.J., Hansen, T., Joiner, R., Traum, D.: The Role of Grounding in Collaborative Learning Tasks. In: Dillenbourg, P. (ed.) Collaborative Learning: Cognitive and Computational Approaches, pp. 31–63. Pergamon/Elsevier Science, Amsterdam (1999)

    Google Scholar 

  4. Brennan, S.E.: The Grounding Problem in Conversations with and through Computers. In: Fussell, S.R., Kreuz, R.J. (eds.) Social and Cognitive Approaches to Interpersonal Communication, pp. 201–225. Lawrence Erlbaum, Mahwah (1998)

    Google Scholar 

  5. Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science 41(6), 391–407 (1999)

    Article  Google Scholar 

  6. Dolonen, J., Chen, W., Mørch, A.: Integrating Software Agents with FLE. In: Wasson, B., Ludvigsen, S., Hoppe, U. (eds.) Proceedings of Conference of Computer Supported Collaborative Learning (CSCL 2003), pp. 157–161. Kluwer Academic, Dordrecht (2003)

    Google Scholar 

  7. Fischer, G., Lemke, A.C., Mastaglio, T., Mørch, A.I.: The Role of Critiquing in Cooperative Problem Solving. ACM Transactions on Information Systems 9(3), 123–151 (1991)

    Article  Google Scholar 

  8. Hakkarainen, K., Lipponen, L., Järvelä, S.: Epistemology of Inquiry and Computer-Supported Collaborative Learning. In: Koschmann, T., Hall, R., Miyake, N. (eds.) CSCL 2: Carrying Forward the Conversation, pp. 129–156. Lawrence Erlbaum, Mahwah (2002)

    Google Scholar 

  9. Landauer, T.K., Foltz, P.W., Laham, D.: An Introduction to Latent Semantic Analysis. Discourse Processes 25, 259–284 (1998)

    Article  Google Scholar 

  10. Leinonen, T.: Fle3 > Future Learning Environment. Website hosted by UIAH Media Lab, University of Art and Design Helsinki, Finland (retrieved May 2, 2005), http://fle3.uiah.fi/

  11. Littlewood, W.: The Use of Collaborative Interaction Techniques in Teaching EAP. HKBU Papers in Applied Language Studies, Language Centre. Hong Kong Baptist University, Kowloon Tong, HK (2001)

    Google Scholar 

  12. Littlewood, W.: Students’ Perception of Classroom Learning in East Asia and Europe. HKBU Papers in Applied Language Studies, Language Centre. Hong Kong Baptist University, Kowloon Tong, HK (2003)

    Google Scholar 

  13. Liu, J., Wong, K.C., Hui, K.K.: An Adaptive User Interface Based on Personalized Learning. IEEE Intelligent Systems 18(2), 52–57 (2003)

    Article  Google Scholar 

  14. Ludvigsen, S., Mørch, A.: Categorization in Knowledge Building: Task-specific Argumentation in a Co-located CSCL Environment. In: Wasson, B., Ludvigsen, S., Hoppe, U. (eds.) Proceedings of Conference of Computer Supported Collaborative Learning (CSCL 2003), pp. 67–76. Kluwer Academic, Dordrecht (2003)

    Google Scholar 

  15. Maybin, J., Mercer, N., Stierer, B.: Scaffolding Learning in the Classroom. In: Norman, K. (ed.) Thinking Voice, pp. 186–195. Hodder & Stoughton, London (1992)

    Google Scholar 

  16. McCall, R., Fischer, G., Mørch, A.: Supporting Reflection-in-Action in the Janus Design Environment. In: McCullough, M., Mitchell, W.J., Purcell, P. (eds.) The Electronic Design Studio, pp. 247–259. MIT Press, Cambridge (1990)

    Google Scholar 

  17. Mørch, A., Omdahl, K., Ludvigsen, S.: Knowledge Building in Distributed Collaborative Learning: Organizing Information in Multiple Worlds. In: Proceedings of the Human Factors in Computing Systems (CHI 2004) Workshop on Designing for Reflective Practitioners, also Technical Report UCI-ISR-04-2, Institute for Software Research, pp. 31–33. University of California, Irvine (2004)

    Google Scholar 

  18. Qiu, L., Riesbeck, C.K.: Making Critiquing Practical: Incremental Development of Educational Critiquing Systems. In: Proceedings of the 2004 International Conference on Intelligent User Interfaces, pp. 304–306. ACM Press, New York (2004)

    Chapter  Google Scholar 

  19. Rice, M.L., Huston, A.C., Truglio, R.T., Wright, J.C.: Words from Sesame Street: Learning Vocabulary while Viewing. Developmental Psychology 26(3), 421–428 (1990)

    Article  Google Scholar 

  20. Robbins, J.E.: Design Critiquing Systems, Technical Report UCI-98-41, Department of Informatics. University of California, Irvine, CA (1998)

    Google Scholar 

  21. Robbins, J.E., Redmiles, D.F.: Software Architecture Critics in the Argo Design Environment. Knowledge-Based Systems 5(1), 47–60 (1998)

    Article  Google Scholar 

  22. Scardamalia, M., Bereiter, C.: Computer Support for Knowledge-Building Communities. The Journal of the Learning Sciences 3(3), 265–283 (1994)

    Article  Google Scholar 

  23. Schön, D.A.: The Reflective Practitioner: How Professionals Think in Action. Basic Books, New York (1983)

    Google Scholar 

  24. Steinhart, D.J.: Summary Street: An Intelligent Tutoring System for Improving Student Writing Through the use of Latent Semantic Analysis. Ph.D. thesis, Dept. of Psychology, University of Colorado, Boulder, CO (2001)

    Google Scholar 

  25. Strang, G.: Linear Algebra and Its Application, 2nd edn. Academic Press, London (1980)

    Google Scholar 

  26. Vygotsky, L.: Mind in Society – The Development of Higher Psychological Processes. Harvard University Press, Cambridge (1978)

    Google Scholar 

  27. Weizman, Z.O., Snow, C.: Lexical Input as Related to Children’s Vocabulary Acquisition: Effects of Sophisticated Exposure and Support for Meaning. Developmental Psychology 37(2), 265–279 (2001)

    Article  Google Scholar 

  28. Yamamoto, Y., Takada, S., Gross, M., Nakakoji, K.: Representational Talkback – An Approach to Support Writing as Design. In: Proceedings of the Asia Pacific Conference on Computer Human Interaction, Kanagawa, Japan, pp. 125–131. IEEE Computer Society, Los Alamitos (1998)

    Google Scholar 

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Mørch, A.I. et al. (2005). Grounding Collaborative Knowledge Building in Semantics-Based Critiquing. In: Lau, R.W.H., Li, Q., Cheung, R., Liu, W. (eds) Advances in Web-Based Learning – ICWL 2005. ICWL 2005. Lecture Notes in Computer Science, vol 3583. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11528043_24

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  • DOI: https://doi.org/10.1007/11528043_24

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-27895-5

  • Online ISBN: 978-3-540-31716-6

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