What's in a cluster? Automatically detecting interesting interactions in student E-Discussions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5091 LNCS, Issue , 2008, Pages 333-342

  Miksatko, Jan ^a   McLaren, Bruce M ^a  

^a GERMAN RESEARCH CENTER FOR ARTIFICIAL INTELLIGENCE DFKI   (Germany)

Author keywords

Collaborative Learning; Educational Data mining; Machine Learning in ITS; Natural Language and Discourse

Indexed keywords

COMPUTER AIDED INSTRUCTION; DATA MINING; GRAPH ALGORITHMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MACHINE LEARNING; PATTERN MATCHING;

COLLABORATIVE LEARNING; EDUCATIONAL DATA MINING; INEXACT GRAPH MATCHING; INTERACTION PATTERN; NATURAL LANGUAGES; SIMILAR PATTERN; TEXT ANALYSIS;

STUDENTS;

EID: 70349876592     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69132-7_37     Document Type: Conference Paper

References (18)

1. Lingnau, A., Harrer, A., Kuhn, M., Hoppe, H.U.: Empowering teachers to evolve media enriched classroom scenarios. Research and Practice in Technology Enhanced Learning 2(2), 105-129 (2007)
2. Schwarz, B., De Groot, R.: Argumentation in a changing world. International Journal of Computer-Supported Collaborative Learning 2, 297-313 (2007)
3. Dillenbourg, P., Baker, H.P.M., Blaye, A., O'Malley, C.: The evolution of research on collaborative learning. In: Learning in humans and machines: Towards an interdisciplinary learning science, pp. 189-211. Elsevier/Pergamon, Oxford (1995)
4. De Groot, R., Drachman, R., Hever, R., Schwarz, B.B., Hoppe, U., Harrer, A., De Laat, M., Wegerif, R., McLaren, B.M., Baurens, B.: Computer Supported Moderation of EDiscussions: the ARGUNAUT Approach. In: Proceedings of the Conference on Computer Supported Collaborative Learning (CSCL 2007), vol.8, pp. 165-167 (2007)
5. McLaren, B.M., Scheuer, O., De Laat, M., Hever, R., De Groot, R., Rose, C.P.: Using Machine Learning Techniques to Analyze and Support Mediation of Student E-Discussions. In: Frontiers in Artificial Intelligence and Applications, pp. 331-338. IOS Press, Netherlands (2007)
6. Rosé, C., Wang, Y.C., Cui, Y., Arguello, J., Stegmann, K., Weinberger, A., Fischer, F.: Analyzing Collaborative Learning Processes Automatically: Exploiting the Advances of Computational Linguistics in Computer-Supported Collaborative Learning. International Journal of Computer-Supported Collaborative Learning (in press)
7. Scheuer, O., McLaren, B.M.: Helping Teachers Handle the Flood of Data in Online Student Discussions. In: The 9th International Conference on Intelligent Tutoring Systems to take place in Montreal, Canada, June 23-27, 2008 (submitted 2008)
8. Kay, J., Maisonneuve, N., Yacef, K., Zaïane, O.: Mining patterns of events in students' teamwork data. In: Ikeda, M., Ashley, K.D., Chan, T.-W. (eds.) ITS 2006. LNCS, vol.4053, pp. 45-52. Springer, Heidelberg (2006)
9. Harrer, A., Hever, R., Ziebarth, S.: Empowering Researchers to Detect Interaction Patterns in e-Collaboration. Frontiers in Artificial Intelligence and Applications 158, 503-510 (2007)
10. Zloof, M.M.: Query-by-Example: A Data Base Language. IBM Systems Journal 16, 324-343 (1977)
11. Kolodner, J.: Case-based Reasoning. Morgan Kaufmann Publishers, San Francisco (1993)
12. Wong, A.K.C., You, M., Chan, S.C.: An algorithm for graph optimal monomorphism. IEEE Transactions on Systems, Man and Cybernetics 20, 628-638 (1990)
13. Tsai, W.H., Fu, K.S.: Error-correcting isomorphisms of attributed relational graphs for pattern recognition. IEEE Transactions on Systems, Man, and Cybernetics 9, 757-768 (1979)
14. Messmer, B.T., Bunke, H.: Automatic Learning and Recognition of Graphical Symbols in Engineering Drawings. In: Selected Papers from the First International Workshop on Graphics Recognition, Methods and Applications, vol.1072, pp. 123-134 (1996)
15. McLaren, B.M.: Extensionally defining principles and cases in ethics: An AI model. Artificial Intelligence 150, 145-181 (2003)
16. Gregory, L., Kittler, J.: Using Graph Search Techniques for Contextual Colour Retrieval. In: Caelli, T.M., Amin, A., Duin, R.P.W., Kamel, M.S., de Ridder, D. (eds.) SPR 2002 and SSPR 2002. LNCS, vol.2396. Springer, Heidelberg (2002)
17. Miksatko, J.: Using Machine Learning Techniques to Analyze and Recognize Complex Patterns of Student E-Discussions (M.Sc. Thesis). Charles University, Prague (2007)
18. Borodin, A., Roberts, G.O., Rosenthal, J.S., Tsaparas, P.: Link analysis ranking: algorithms, theory, and experiments. ACM Transactions on Internet Technology 5, 231-297 (2005) (Pubitemid 40449669)