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An Inquiry into the Utilization of Behavior of Users in Personalized Web
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نویسنده
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Holub Michal ,Bielikov Maria
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منبع
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journal of universal computer science - 2011 - دوره : 17 - شماره : 3 - صفحه:1830 -1853
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چکیده
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Nowadays we see successive transformation of theweb into its personalized form. in order to personalize the content to suit each user’s requirements we need to acquire the user’s interests. utilization of implicit feedback is the most suitable and unobtrusive way of doing so. in this paper we present various forms of implicit feedback and their application in the estimation of user’s interests. we propose a method of link recommendation based on the recorded actions users take while visiting a website. we employ collaborative filtering to predict user interest to unvisited pages. we present an evaluation of our method using the web portal of our faculty where personalized recommendation of links to interesting events is provided for visitors.
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کلیدواژه
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implicit feedback ,recommendation ,user actions ,navigational patterns ,interest estimation ,personal calendar
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آدرس
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Slovak University of Technology in Bratislava, Faculty of Informatics and Information Technologies, Slovakia, Slovak University of Technology in Bratislava, Faculty of Informatics and Information Technologies, Slovakia
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Authors
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