Evaluation of keyphrase extraction algorithm and tiling process for a document/resource recommender within e-learning environments

Computers and Education

Volumn 50, Issue 3, 2008, Pages 807-820

  Mangina, Eleni ^a   Kilbride, John ^a  

^a UNIVERSITY COLLEGE DUBLIN   (Ireland)

Author keywords

Document resource recommender; e Learning environments

Indexed keywords

E-LEARNING; INTELLIGENT SYSTEMS; ONLINE SYSTEMS; QUERY PROCESSING; USER INTERFACES; WEB SERVICES;

COLLABORATIVE FILTERING METHODS; KEYPHRASE EXTRACTION ALGORITHM;

ALGORITHMS;

EID: 38649107723     PISSN: 03601315     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compedu.2006.08.012     Document Type: Article

References (13)

1. Brin S., and Page L. The anatomy of a large-scale hypertextual Web search engine. Journal of Computer Networks and ISDN Systems 30 (1998) 107-117
2. Brusilovsky, P., Schwarz, E., & Weber, G. (1996). A tool for developing hypermedia-based its on WWW. In Proceedings of workshop on architectures and methods for designing cost-effective and reusable ITSs held at ITS'96, third international conference on intelligent tutoring systems.
3. De Bra, P., Santic, T., & Brusilovsky, P. (2003). AHA! meets Interbook, and more ... In Proceedings of the world conference on e-learning in corporate, Government, Health and Higher Education (ELEARN), AACE Digital Library, Vol. 1, 57-64.
4. Domingos P., and Pazzani M.J. On the optimality of the simple Bayesian classifier under zero-one loss. Journal of Machine Learning 29 2-3 (1997) 103-130
5. Dougiamas, M., & Taylor, P. C. (2003). Moodle: Using learning communities to create an open source course management system. In Proceedings of the EDMEDIA 2003 conference. Available from http://moodle.org.
6. Dumais S., Banko M., Brill E., Lin J., and Ng A. Web question answering: Is more always better?. Proceedings of the 25th annual international ACM SIGIR conference on research and development in information retrieval (2002), ACM Press 291-298
7. Frank E., Paynter G.W., Witten I.H., Gutwin C., and Nevill-Manning C.G. Domain-specific keyphrase extraction. Proceedings of the 16th international joint conference on artificial intelligence (1999), Morgan Kaufmann Publishers 668-673. Available from citeseer.ist.psu.edu/article/frank99domainspecific.html
8. Kilbride J., and Mangina E. Exploring user and task modelling as the basis for intelligent user interfaces. IEEE Systems, Man and Cybernetics (2004)
9. Kilbride J., and Mangina E. Learning to extract queries: The search for supplementary online learning materials. Proceedings of the third Atlantic web intelligence conference. Lecture notes in artificial intelligence (2005), Springer Verlag
10. Lovins J.B. Development of a stemming algorithm. Journal of Mechanical Translation and Computational Linguistics 11 (1968) 22-31
11. Sagi, T., Feuer, A., Elad, & M. (1998). The periodic step Gradient Descent Algorithm - General Analysis and Application to the super resolution reconstruction problem. EUSIPCO'98: Proceedings of the IX European signal processing conference, European association for signal processing.
12. SEWorld (2005). Search engine world: Keyword surveillance tool: stop word list. Available from http://www.searchengineworld.com/spy/stopwords.htm.
13. Witten I.H., Paynter G.W., Frank E., Gutwin C., and Nevill-Manning C.G. KEA: Practical automatic keyphrase extraction (1999), ACM. Available from citeseer.ist.psu.edu/ian99kea.html pp. 254-255