منابع مشابه
An Automatic Multimedia Content Summarization System for Video Recommendation
In recent years, using video as a learning resource has received a lot of attention and has been successfully applied to many learning activities. In comparison with text-based learning, video learning integrates more multimedia resources, which usually motivate learners more than texts. However, one of the major limitations of video learning is that both instructors and learners must select su...
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Collaborative Filtering (CF) has achieved widespread success in recommender systems, which automatically aggregate and predict preferred products of a user using known preferences of other users from large scale SRSs. But on the other hand, a large portion of them cannot manage the cold-start issue that indicates a circumstance that social media sites neglect to draw suggestion for new things, ...
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In this paper, we present an automatic adaptable multimedia content recommendation system to auto-recommend suitable multimedia learning materials for learners. The proposed system firstly extracts important content as summarization from input raw video data, while the generated summarization will be auto-routed to learners according to their profiles. Video captions are initially recognized us...
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Everyday video-sharing websites such as YouTube collect large amounts of new multimedia resources. Comments left by viewers often provide valuable information to describe sentiments, opinions and tastes of users. For this reason, we propose a novel re-ranking approach that takes into consideration that information in order to provide better recommendations of related videos. Early experiments i...
متن کاملContent-Based Recommendation Systems
This chapter discusses content-based recommendation systems, i.e., systems that recommend an item to a user based upon a description of the item and a profile of the user’s interests. Content-based recommendation systems may be used in a variety of domains ranging from recommending web pages, news articles, restaurants, television programs, and items for sale. Although the details of various sy...
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ژورنال
عنوان ژورنال: The Journal of The Institute of Image Information and Television Engineers
سال: 2014
ISSN: 1342-6907,1881-6908
DOI: 10.3169/itej.68.299