Preference Element Selectable Interactive Recommender System by Employing Collaborative Filtering

Jung-Min Oh, Ju-Hong Song, Nammee Moon
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引用次数: 3

Abstract

Mobile device has to provide more accurate and personalized information because of a small screen and a limited function of information retrieval. This paper presents a user-selectable recommender system that reflects user interests groups by employing collaborative filtering as a technique to provide useful information in a mobile environment. We form similar user groups by simultaneously considering users' information with preferences and demographic characteristics. Then we construct list of recommenders by user's selection. This means that we provide an interactive and flexible recommender list that considers user's intention more actively, rather than unilaterally. Finally, we show the realization of a prototype that is based on iPhone.
基于协同过滤的偏好元素可选择交互推荐系统
移动设备由于屏幕小,信息检索功能有限,需要提供更加准确和个性化的信息。本文提出了一个用户可选择的推荐系统,该系统通过采用协同过滤技术在移动环境中提供有用的信息来反映用户的兴趣群体。我们通过同时考虑用户的偏好和人口特征信息,形成相似的用户群体。然后根据用户的选择构造推荐列表。这意味着我们提供了一个互动和灵活的推荐列表,更积极地考虑用户的意图,而不是单方面的。最后,我们展示了一个基于iPhone的原型的实现。
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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