Adaptive feedback selection for intelligent tutoring systems

Expert Systems with Applications

Volumn 38, Issue 5, 2011, Pages 6146-6152

  Gutierrez, Fernando ^a   Atkinson, John ^a  

^a UNIVERSITY OF CONCEPCIÓN   (Chile)

Author keywords

Classification; Feedback strategies; Intelligent tutoring systems; Machine learning

Indexed keywords

ADAPTIVE FEEDBACK; ADAPTIVE METHODS; BEST STRATEGY; CLASSIFICATION; FEED-BACK CORRECTION; FEEDBACK MODEL; FEEDBACK STRATEGIES; FOREIGN LANGUAGE LEARNING; GOOD CORRELATIONS; INTELLIGENT TUTORING SYSTEM; LINGUISTIC RULES; MACHINE LEARNING METHODS; MACHINE-LEARNING; STRATEGY SELECTION;

COMPUTER AIDED INSTRUCTION; LEARNING SYSTEMS; STUDENTS;

FEEDBACK CONTROL;

EID: 79151484385     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.11.058     Document Type: Article

References (22)

1. S. Abe Support vector machines for pattern classification 2005 Springer
2. Blaylock, N.; & Allen, J. (2006). Fast hierarchical goal schema recognition. In AAAI.
3. W. Campbell, J. Campbell, D. Reynolds, E. Singer, and P. Torres-Carrasquillo Support vector machines for speaker and language recognition Computer Speech & Language 20 2-3 2006 210 229 odyssey 2004: The speaker and language recognition workshop
4. Choi, Y.; Cardie, C.; Riloff, E.; & Patwardhan, S. (2005). Identifying sources of opinions with conditional random fields and extraction patterns. In HLT '05: Proceedings of the conference on human language technology and empirical methods in natural language processing, association for computational linguistics, Morristown, NJ, USA (pp. 355-362). doi:http://dx.doi.org/10.3115/1220575.1220620.
5. Criswell, E.; Byrnes, H.; & Pfister, G. (1991). Intelligent automated strategies of teaching foreign language in context. In Intelligent tutor in systems for foreign language learning: The bridge to international communication.
6. G. Cumming, R. Sussex, and S. Cropp Learning English as a second language: Towards the "mayday" intelligent educational system Computers & Education 20 1 1993 119 126
7. A. Ferreira, J. Moore, and C. Mellish A study of feedback strategies in foreign language classrooms and tutorials with implications for intelligent computer-assisted language learning systems International Journal of Artificial Intelligence and Education 17 2007 389 422
8. Garrett, N. (1987). A psycholinguistic perspective on grammar and CALL. In W. F. Smith (Ed.), Modern media in foreign language education: Theory and implementation, (pp. 169-196), Lincolnwood, IL: National Textbook.
9. T. Heift Error-specific and individualised feedback in a Web-based language tutoring system& colon; do they read it? ReCALL 13 1 2001 99 109 ISSN 0958-3440, doi http://dx.doi.org/10.1017/S095834400100091X
10. T. Heift, and M. Schulze Errors and intelligence in computer-assisted language learning: Parsers and pedagogues Series: Routledge studies in computer-assisted language learning 2007 Routledge New York
11. G. Hoefel, and C. Elkan Learning a two-stage SVM/CRF sequence classifier CIKM08 2008 Napa Valley California, USA
12. D. Jurafsky, and J. Martin Speech and language processing 2nd ed. 2008 Prentice Hall
13. Kudo, T.; Yamamoto, K.; & Matsumoto, Y. (2004). Applying conditional random fields to Japanese morphological analysis. In EMNLP.
14. Lafferty, J.; McCallum, A.; & Pereira, F. (2001). Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proceedings of the 18th international conference on machine learning, Williamstown, MA.
15. J. Liu, Z. Wang, and X. Xiao A hybrid SVM/DDBHMM decision fusion modeling for robust continuous digital speech recognition Pattern Recognition Letters 28 8 2007 912 920 ISSN 0167-8655, doi:http://dx.doi.org/10.1016/j.patrec.2006.12. 007
16. McCallum, A.; & Li, W. (2003). Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons. In Seventh conference on natural language learning (CoNLL).
17. A. Micarelli, and P. Boylan Conversation rebuilding: From the foreign language classroom to implementation in an intelligent tutoring system Computers & Education 29 4 1997 163 180
18. N. Nagata Computer vs. workbook instruction in second language acquisition CALICO 14 1996 53 75
19. M. Sams Advanced Technologies for Language Learning: The BRIDGE project within the ARI language tutor program M. Holland, J. Kaplan, M. Sams, Intelligent language tutors: Theory shaping technology 1995 Lawrence Erlbaum Associates Hillsdale, NJ 7 21
20. J. Song, S. Hahn, K. Tak, and J. Kim An intelligent tutoring system for introductory C language course Computers & Education 28 2 1997 93 102
21. E. Van der Linden Does feedback enhance computer-assisted language learning? Computers & Education 21 1-2 1993 61 65 ISSN 0360-1315, doi: http://dx.doi.org/10.1016/0360-1315(93)90048-N
22. Yang, C.; Lin, K. H. -Y.; & Chen, H. -H. (2007). Emotion classification using Web blog corpora. In WI '07: Proceedings of the IEEE/WIC/ACM international conference on Web intelligence, IEEE computer society, Washington, DC, USA (pp. 275-278). ISBN 0-7695-3026-5. doi:http://dx.doi.org/10.1109/WI.2007.50.