Interaction networks: Generating high level hints based on network community clustering

Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012

Volumn , Issue , 2012, Pages

  Eagle, Michael ^a   Johnson, Matthew ^a   Barnes, Tiffany ^a  

^a University of North Carolina at Charlotte   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

OPEN DATA;

ANALYSIS TECHNIQUES; COMMUNITY STRUCTURES; DETECTING TECHNIQUE; INTERACTION NETWORKS; NETWORK COMMUNITIES; PROBLEM SOLVING ENVIRONMENTS; SUBGOALS; USER DATA;

DATA MINING;

EID: 85084013675     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. J. R. Anderson. How can the human mind occur in the physical universe? Oxford University Press, New York, NY, USA, 2007.
2. T. Barnes and J. Stamper. Toward automatic hint generation for logic proof tutoring using historical student data. In Proceedings of the 9th international conference on Intelligent Tutoring Systems, ITS’08, pages 373–382, Berlin, Heidelberg, 2008. Springer-Verlag.
3. T. Barnes and J. Stamper. Toward automatic hint generation for logic proof tutoring using historical student data. Proceedings of the 9th International Conference on Intelligent Tutoring Systems (ITS 2008), pages 373–382, 2008.
4. B. S. Bloom. Taxonomy of Educational Objectives: The Classification of Educational Goals. Taxonomy of educational objectives: the classification of educational goals. Longman Group, New York, 1956.
5. A. T. Corbett and J. R. Anderson. Knowledge tracing: Modeling the acquisition of procedural knowledge. User Modeling and User-Adapted Interaction, 4:253–278, 1994.
6. M. J. Croy. Graphic interface design and deductive proof construction. J. Comput. Math. Sci. Teach., 18:371–385, December 1999.
7. M. J. Croy. Problem solving, working backwards, and graphic proof representation. Teaching Philosophy, 23:169–188, 2000.
8. D. Fossati, B. Di Eugenio, S. Ohlsson, C. Brown, L. Chen, and D. Cosejo. I learn from you, you learn from me: How to make ilist learn from students. In Proceedings of the 2009 conference on Artificial Intelligence in Education: Building Learning Systems that Care: From Knowledge Representation to Affective Modelling, pages 491–498, Amsterdam, The Netherlands, The Netherlands, 2009. IOS Press.
9. M. Girvan and M. E. J. Newman. Community structure in social and biological networks. Proceedings of the National Academy of Sciences, 99(12):7821–7826, June 2002.
10. J. C. Stamper, M. Eagle, T. Barnes, and M. Croy. Experimental evaluation of automatic hint generation for a logic tutor. In Proceedings of the 15th international conference on Artificial intelligence in education, AIED’11, pages 345–352, Berlin, Heidelberg, 2011. Springer-Verlag.