Towards effective research-paper recommender systems and user modeling based on mind maps
نویسنده
چکیده
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منابع مشابه
Mind-Map Based User Modeling and Research Paper Recommendations
Mind-maps have not received much attention in the user modeling and recommender system community, although they contain lots of information that could be valuable for user modeling and recommender systems. For this paper, we explored the effectiveness of standard user modeling approaches applied to mind-maps, and developed novel user modeling approaches that consider the unique characteristics ...
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Mind maps have not received much attention in the user modeling and recommender system community, although mind maps contain rich information that could be valuable for user-modeling and recommender systems. In this paper, we explored the effectiveness of standard user-modeling approaches applied to mind maps. Additionally, we develop novel user modeling approaches that consider the unique char...
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Recommender systems are a branch of retrieval systems and information matching, which through identifying the interests and requires of the user, help the users achieve the desired information or service through a massive selection of choices. In recent years, the recommender systems apply describing information in the terms of the user, such as location, time, and task, in order to produce re...
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Recommender systems are the systems that try to make recommendations to each user based on performance, personal tastes, user behaviors, and the context that match their personal preferences and help them in the decision-making process. One of the most important subjects regarding these systems is to increase the system accuracy which means how much the recommendations are close to the user int...
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With the expansion of social networks, the use of recommender systems in these networks has attracted considerable attention. Recommender systems have become an important tool for alleviating the information that overload problem of users by providing personalized recommendations to a user who might like based on past preferences or observed behavior about one or various items. In these systems...
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عنوان ژورنال:
- CoRR
دوره abs/1703.09109 شماره
صفحات -
تاریخ انتشار 2015