Towards business partnership recommendation using user opinion on Facebook
نویسندگان
چکیده
منابع مشابه
User-Based Opinion-based Recommendation
User-generated reviews are a plentiful source of user opinions and interests and can play an important role in a range of artificial intelligence contexts, particularly when it comes to recommender systems. In this paper, we describe how natural language processing and opinion mining techniques can be used to automatically mine useful recommendation knowledge from user generated reviews and how...
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Because of the dynamic evolution and propagation of the Internet and the popularization of social networks, huge amounts of information about the users of the Internet are easily accessible to anyone. The most popular social networks provide efficient and easy to use tools that allow to interact with their users, as well as access profile data. This type of information just several years ago wa...
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Collaborative filtering (CF) is one of the most well-known and commonly used technology for recommender systems. However, it suffers from inherent issues such as data sparsity. Many works have been done by used additional information such as user attributes, tags and social relationships to address these problems. We proposed an algorithm named OLrs (Opinion Leaders for Recommender System) base...
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Collaborative recommendation is one of widely used recommendation systems, which recommend items to visitor on a basis of referring other’s preference that is similar to current user. User profiling technique upon Web transaction data is able to capture such informative knowledge of user task or interest. With the discovered usage pattern information, it is likely to recommend Web users more pr...
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We present opinion recommendation, a novel task of jointly generating a review with a rating score that a certain user would give to a certain product which is unreviewed by the user, given existing reviews to the product by other users, and the reviews that the user has given to other products. A characteristic of opinion recommendation is the reliance of multiple data sources for multi-task j...
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ژورنال
عنوان ژورنال: Journal of Internet Services and Applications
سال: 2019
ISSN: 1867-4828,1869-0238
DOI: 10.1186/s13174-019-0110-2