Coalescing individual and collaborative learning to model user linguistic competences

User Modeling and User-Adapted Interaction

Volumn 16, Issue 3-4, 2006, Pages 349-376

  Read, Timothy ^a   Barros, Beatriz ^a   Bárcena, Elena ^a   Pancorbo, Jesús ^b  

^a UNIVERSIDAD NACIONAL DE EDUCACIÓN A DISTANCIA   (Spain)

^b UNIVERSIDAD ANTONIO DE NEBRIJA   (Spain)

Author keywords

Adaptive group formation; Bayesian networks; Collaborative activity templates; European framework for languages; ICALL

Indexed keywords

ALGORITHMS; COGNITIVE SYSTEMS; LINGUISTICS; MATHEMATICAL MODELS;

ADAPTIVE GROUP FORMATION; BAYESIAN NETWORKS; COLLABORATIVE ACTIVITY TEMPLATES;

COMPUTER SUPPORTED COOPERATIVE WORK;

EID: 33749252028     PISSN: 09241868     EISSN: 15731391     Source Type: Journal    
DOI: 10.1007/s11257-006-9014-5     Document Type: Article

References (54)

1. Alfonseca, E., Carro, R.M., Martín, E., Ortigosa, A.: The impact of learning styles on student grouping for collaborative learning: a case study. User Model User-Adapt Interact, this issue (2006)
2. Ayala, G., Yano, Y.: Learner models for supporting awareness and collaboration in a CSCL environment, intelligent tutoring systems. In: Frasson, C., Gauthier, G., Lesgold, A. (eds.) ITS'1996 (LNCS 1086), pp.158-167. Springer Verlag, Heidelberg (1973)
3. Bailin, A.: AI and language learning: theory and evaluation. In: Holland, V.M., Kaplan, J.D., Sams, M.R. (eds.) Intelligent Language Tutors: theory Shaping Technology, pp. 327-343. Lawrence Erlbaum Associates, Mahwah, NJ (1995)
4. Bárcena, E., Read, T.: The role of scaffolding in a learner-centered tutoring system for business english at a distance. Proceedings of the Third EDEN Research Workshop, University of Oldenburg, Germany (2004)
5. Barkley, E.E, Cross, K.P., Major, C.H.: Collaborative learning techniques: a handbook for college faculty. Jossey-Bass, San Francisco (2005)
6. Barr, D., Leakey, J., Ranchoux, A.: Told like it is! An evaluation of an integrated oral development pilot project. Language Learn. Technol. 9(3), 55-78 (2005)
7. Barros, B., Verdejo, M.F.: Analysing student interaction processes in order to improve collaboration: the DEGREE approach. Int. J. Artif. Intell. Edu. 11, 221-241 (2000)
8. Brooks, J.G., Brooks, M.G.: Becoming a constructivist teacher. In search of understanding: the case for constructivist classrooms, pp. 101-118. Association for Supervision and Curriculum Development, Alexandria, VA (1993)
9. Bull, S.: Student modelling for second language acquisition. Computers and Education 23(1/2), 13-20 (1994)
10. Chanier, T. (ed.): Language Learning. A special issue of Journal of Artificial Intelligence in Education 5(4), (1994)
11. Chapelle, C.A.: A framework for the investigation of CALL as a context for SLA. CFLL J. 6(3), 2-8 (1995)
12. Cortright, R.N., Collins, H.L., Rodenbaugh, D.W., DiCarlo, S.E.: Peer instruction enhanced meaningful learning: ability to solve novel problems. Adv. Physiol. Edu. 29, 107-111 (2005)
13. Cortright, R.N., Collins, H.L., Rodenbaugh, D.W., DiCarlo, S.E.: Student retention of course content is improved by collaborative-group testing. Adv. Physiol. Educ. 27, 102-108 (2003)
14. Council of Europe: Common European Framework of Reference for Languages: Learning, Teaching, Assessment. CUP, Cambridge (2001)
15. Cheng, R., Vassileva, J.: Design and evaluation of an adaptive incentive mechanism for sustained educational online communities. User Model. User-Adapt. Interact., this issue (2006)
16. Faerch, C., Kasper, G.: Strategies in Interlanguage Communication. Longman, New York (1983)
17. Fodor, J. A.: The Modularity of Mind. An Essay on Faculty Psychology. MIT Press, Cambridge, Mass (1983)
18. Gamper, J., Knapp, J.: A review of intelligent CALL systems. Comput. Assist. Lang. Learn. 15(4), 329-342 (2001)
19. Garrett, N.: ICALL and second language acquisition. In: Holland, V.M., Kaplan, J.D., Sams, M.R. (eds.) Intelligent Language Tutors: Theory Shaping Technology, pp. 345-358. Lawrence Erlbaum Associates, Mahwah, NJ (1995)
20. Harrington, M.: Intelligent computer-assisted language learning. On-CALL 10(3), http://www.cltr.uq. edu.au/oncall/harrington103.html (1996)
21. Heift, T., Schulze, M.: Student modeling and ab initio language learning system. The International Journal of Educational Technology and Language Learning Systems. 31(4), 519-535 (2003)
22. Holland, M., Kaplan, J., Sabol, M.: Preliminary tests of language learning in a speech-interactive graphics microworld. CALICO J. 16(3), 339-359 (1999)
23. Jermann, P., Soller, A., Mühlenbrock, M.: From mirroring to guiding: a review of the state of art technology for supporting collaborative learning. In: Dillenbourg, P., Eurelings, A., Hakkarainen, K. (eds.) Proceedings EuroCSCL-2001, pp. 324-331. Maastricht (2001)
24. Kay, J.: Stereotypes, student models and scrutability. In: Gauthier, G., Frasson, C., VanLehn, K. (eds.) ITS2000, LNCS 1839, pp. 19-30. Springer-Verlag, Heidelberg (2000)
25. Krashen, S.: Principles and Practice in Second Language Acquisition. Prentice-Hall, New York (1982)
26. Lantolf, J.P.: Sociocultural Theory and Second Language Learning OUP, Oxford (2000)
27. Levy, M.: Computer Assisted Language Learning: Context and conceptualization, OUP, Oxford (1997)
28. Mayo, M., Mitrovic, A.: Optimising ITS behaviour with Bayesian networks and decision theory. International Journal of Artificial Intelligence on Education 12(3), 124-153 (2001)
29. Merrill, D.C., Reiser, B.J., Ranney, M., Trafton, G.: Effective tutoring techniques: comparison of human tutors and intelligent tutoring systems. J. Learn. Sci. 2(3), 277-305 (1992)
30. Michaud, L.N., McCoy, K.F., Stark, L. A.: Modelling the acquisition of english: an intelligent CALL approach. Proceedings of the 8th International Conference on User Modeling, Sonthofen, Germany (LNAI 2109), pp. 14-23. Heidelberg, Springer-Verlag (2001)
31. Murphy, M., McTear, M.: Learner modelling for intelligent CALL. In: Jameson, A., Paris, C., Tasso, C. (eds.) Proceedings of the Sixth International Conference on User Modelling, pp. 301-312. Springer-Verlag, Vienna (1997)
32. Ohta, A.S.: Rethinking interaction in SLA: developmentally appropriate assistance in the zone of proximal development and the acquisition of L2 grammar. In: Lantolf, J.P. (ed.) Sociocultural Theory and Second Language Learning, pp. 51-78. OUP, Oxford (2000)
33. Oxford, R.L.: Linking theories of learning with intelligent computer-assisted language learning. In: Holland, V.M., Kaplan, J.D., Sams, M.R. (eds.) Intelligent language Tutors: Theory Shaping Technology, pp. 359-369. Lawrence Erlbaum Associates, Mahwah, NJ (1995)
34. Read, T., Bárcena, E., Barros, B., Verdejo, M.F.: I-PETER: modelling personalised diagnosis and material selection for an on-line English course. In: Garijo, F., Riquelme, J., Toro, M. (eds.) Advances in Artificial Intelligence - Iberamia 2002 (LNAI 2527), pp. 734-744. Springer-Verlag, Berlin (2002a)
35. Read, T., Bárcena, E., Barros, B., Verdejo, M.F.: Adaptive modelling of student diagnosis and material selection for on-line language learning. J. Intell. Fuzzy Syst., 12(3/4), 135-150 (2002b)
36. Read, T., Bárcena, E., Barros, B., Varela, R., Pancorbo, J.: COPPER: modeling user linguistic production competence in an adaptive collaborative environment. In: Ardissono, L., Brna, P., Mitrovic, A. (eds.) 10th International Conference on User Modelling, Edinburgh, (LNAI 3538), pp. 144-153. Springer-Verlag, Berlin (2005)
37. Reeves, T.C., Herrington, J., Oliver, R.: Authentic activities and online learning. In: Goody, A., Herrington, J., Northcote, M. (eds.) Quality Conversations: Research and Development in Higher Education, vol. 25, pp. 562-567. HERDSA, Jamison, ACT (2002)
38. Salaberry, M.R.: A theoretical foundation for the development of pedagogical tasks in computer mediated communication. Calico J. 14(1), 5-34 (1996)
39. Scriven, M.: The methodology of evaluation. In: Stake, R.E. (ed) Perspectives of Curriculum Evaluation, pp. 39-83. Rand McNally, Chicago, IL (1967)
40. Seels, B.B., Richey, R.C.: Instructional Technology: The Definitions and Domains of the Field, Association for Educational Communications and Technology, Washington, DC (1994)
41. Self, J.A.: Formal approaches to student modelling. In: Greer, J.E., McCalla, G.I. (eds.) Student Modelling: The Key to Individualized Knowledge-Based Instruction, NATO-ASI Series F, pp. 295-352. Springer-Verlag, Heidelberg (1994)
42. Stahl, G.: Collaborative information environments to support knowledge construction by communities. AI & Society 14, 71-97 (2000)
43. Suebnukarn, S., Haddawy, P.: Modeling individual and collaborative problem-solving in medical problem-based learning. User Model. User-Adapt. Interact., this issue (2006)
44. Suri, L.Z., McCoy, K.F.: Correcting discourse-level errors in a CALL system for second language learners. Computer Assisted Language Learning 6(3), 215-231 (1993)
45. Ullman, M.T.: Contributions of memory circuits to language: the declarative/procedural model. Cognition 92(1-2), 231-270 (2004)
46. Verdejo, M.F., Barros, B., Gómez Antón, R., Read, T.: The design and implementation of experimental collaborative learning in a distance learning context. ITHET 2003 Conference Proceedings, pp. 1-6 (2003)
47. Verdejo, M.F., Barros, B., Read, T., Rodriguez-Artacho, M.: A system for the specification and development of an environment for distributed CSCL scenarios. In: Cerr, S.A., Gouardères, G., Paraguaçu, F. (eds.) Intelligent Tutoring Systems, ITS'2002 (LNCS 2363), pp. 139-148 (2002)
48. Virvou, M., Tsiriga, V.: Web Passive Voice Tutor: An intelligent computer assisted language learning system over the WWW. Proceedings of ICALT'01, pp. 131-134. IEEE Computer Society Press (2001)
49. Vygotsky, S.: Thought and Language. MIT Press, Cambridge (1986)
50. Vygotsky, S.: Mind in Society: the Development of Higher Psychological Processes. Harvard University Press, London (1978)
51. Warschauer, M.: Electronic literacies: Language, Culture, and Power in Online Education. Lawrence Erlbaum Associates, Hillsdale, NJ (1999)
52. Wenger, E.: Communities of Practice: Learning, Meaning, and Identity. CUP, Cambridge, Mass (1998)
53. Wertsch, J.V.: Voices of the Mind: A Sociocultural Approach to Mediated Action. Harvard University Press, Cambridge, Mass (1991)
54. Willis, J.: A Framework for Task-Based Learning. Longman, London (1996)