AN APPROACH TO DEVELOPING PERSONALIZATION ENVIRONMENT FOR E-LEARNING SYSTEMS
Title | AN APPROACH TO DEVELOPING PERSONALIZATION ENVIRONMENT FOR E-LEARNING SYSTEMS |
Publication Type | Journal Article |
Year of Publication | 2008 |
Authors | Boublik, V, Gornostay, M |
Journal | Problems of Education in the 21st Century |
Volume | 3 |
Start Page | 87-92 |
Date Published | January/2008 |
Type of Article | Original article |
ISSN | 1822-7864 |
Other Numbers | ICID: 810004 |
Keywords | personalization, recommender systems |
Abstract | Personalized support for users becomes very important and integral part of many information systems. It allows proposing to a user courses or news which the user may be interested in. Personalization makes information systems more user-friendly, increases their popularity, users more often come back to such systems and generally users' satisfaction increases. This paper provides comprehensive overview of recommender systems applicable for e-Learning, their architecture. It shows role of personalization for e-Learning and opportunities which can be covered by this technique. The work describes types of recommender systems and the ways they can be used in e-Learning; data-mining algorithms and methods are provided. Ways of their optimization for e-Learning environment which allow decreasing recommendation time and increasing recommendation quality are shown. А hybrid personalization system for e-Learning environment has been proposed. |
URL | http://oaji.net/articles/2014/457-1392222150.pdf |
Refereed Designation | Refereed |
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