Design of a recommender system for mobile tourism multimedia selection

R. Biuk-Aghai, Simon Fong, Yain-Whar Si
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引用次数: 43

Abstract

Applications that deliver multimedia content to and display such content on mobile devices have become increasingly common in recent years. When faced with a large amount of content, unfamiliar users can make use of each otherspsila recommendations, through recommender systems, to find content of interest to them. As a case in point we present the design of a recommender system that can be used by tourists to request a travel itinerary, and subsequently browse multimedia content for each recommended tourist spot. The techniques combined in our recommender system include genetic algorithms and fuzzy logic. Recommendations are chosen to match a user profile based on a userpsilas personal preferences. Our system design has wide applicability in multimedia systems where the user requires assistance in content selection.
手机旅游多媒体选择推荐系统的设计
向移动设备传送多媒体内容并在其上显示这些内容的应用程序近年来变得越来越普遍。当面对大量的内容时,不熟悉的用户可以利用彼此的推荐,通过推荐系统,找到自己感兴趣的内容。作为一个例子,我们提出了一个推荐系统的设计,游客可以使用它来请求旅游行程,然后浏览每个被推荐的旅游景点的多媒体内容。在我们的推荐系统中结合了遗传算法和模糊逻辑技术。根据用户的个人偏好选择推荐以匹配用户配置文件。我们的系统设计在多媒体系统中具有广泛的适用性,用户在内容选择方面需要帮助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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