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Derginin Adı:
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Problems of Education in the 21st Century
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Cilt:
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2008/3
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Sayı:
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3
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Makale Başlık:
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AN APPROACH TO DEVELOPING PERSONALIZATION ENVIRONMENT FOR E-LEARNING SYSTEMS
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Makale Alternatif Dilde Başlık:
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Alternatif dilde başlık bulunmamaktadır. There is no article title in another language.)
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Makale Eklenme Tarihi:
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11.02.2016
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Okunma Sayısı:
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1
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Makale Özeti:
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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.
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Alternatif Dilde Özet:
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Alternatif dilde abstract bulunmamaktadır. (There is no abstract in another language.)
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