@article {67,
	title = {AN APPROACH TO DEVELOPING PERSONALIZATION ENVIRONMENT FOR E-LEARNING SYSTEMS},
	journal = {Problems of Education in the 21st Century },
	volume = {3},
	year = {2008},
	month = {January/2008},
	type = {Original article},
	chapter = {87-92},
	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{\textquoteright} 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.




},
	keywords = {personalization, recommender systems},
	issn = {1822-7864},
	url = {http://oaji.net/articles/2014/457-1392222150.pdf},
	author = {Volodymyr  Boublik and Mariya  Gornostay}
}
