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2008 32nd Annual IEEE International Computer Software and Applications Conference
IP2 Model - Content Recommendation in Web-Based Educational Systems Using User?s Interests and Preferences and Resources? Popularity
July 28-August 01
ISBN: 978-0-7695-3262-2
| ASCII Text | x | ||
| Reginaldo A. Gotardo, Cesar A. C. Teixeira, S?rgio D. Zorzo, "IP2 Model - Content Recommendation in Web-Based Educational Systems Using User?s Interests and Preferences and Resources? Popularity," 2012 IEEE 36th Annual Computer Software and Applications Conference, pp. 460-463, 2008 32nd Annual IEEE International Computer Software and Applications Conference, 2008. | |||
| BibTex | x | ||
| @article{ 10.1109/COMPSAC.2008.198, author = {Reginaldo A. Gotardo and Cesar A. C. Teixeira and S?rgio D. Zorzo}, title = {IP2 Model - Content Recommendation in Web-Based Educational Systems Using User?s Interests and Preferences and Resources? Popularity}, journal ={2012 IEEE 36th Annual Computer Software and Applications Conference}, volume = {0}, year = {2008}, issn = {0730-3157}, pages = {460-463}, doi = {http://doi.ieeecomputersociety.org/10.1109/COMPSAC.2008.198}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - 2012 IEEE 36th Annual Computer Software and Applications Conference TI - IP2 Model - Content Recommendation in Web-Based Educational Systems Using User?s Interests and Preferences and Resources? Popularity SN - 0730-3157 SP460 EP463 A1 - Reginaldo A. Gotardo, A1 - Cesar A. C. Teixeira, A1 - S?rgio D. Zorzo, PY - 2008 KW - Content Recommendation KW - Web-based Educational Systems KW - Interests KW - Preferences VL - 0 JA - 2012 IEEE 36th Annual Computer Software and Applications Conference ER - | |||
Content recommendation in Web based Educational Systems aims to provide references to didactic and educational resources, attending the individual necessities of the students. This paper presents an approach for content recommendation based on three metrics, the interest a user has on resources, her or his preferences over the resources and the popularity of resources. The interest is get implicitly taking into account the users navigation through the system. The preference is declared explicitly by the user using a classification mechanism. The popularity is a measure that considers the history of the resources access by the users as a whole. With these three kinds of measures, the approach provides user profiles which are then considered for content recommendation.
Index Terms:
Content Recommendation, Web-based Educational Systems, Interests, Preferences
Citation:
Reginaldo A. Gotardo, Cesar A. C. Teixeira, S?rgio D. Zorzo, "IP2 Model - Content Recommendation in Web-Based Educational Systems Using User?s Interests and Preferences and Resources? Popularity," compsac, pp.460-463, 2008 32nd Annual IEEE International Computer Software and Applications Conference, 2008
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