TB-CA: A hybrid method based on trust and context-aware for recommender system in social networks
نویسندگان
چکیده
منابع مشابه
Designing a trust-based recommender system in Social Rating Networks
One of the most common styles of business today is electronic business, since it is considered as a principal mean for financial transactions among advanced countries. In view of the fact that due to the evolution of human knowledge and the increase of expectations following that, traditional marketing in electronic business cannot meet current generation’s needs, in order to survive, organizat...
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In recent years, collaborative filtering (CF) methods are important and widely accepted techniques are available for recommender systems. One of these techniques is user based that produces useful recommendations based on the similarity by the ratings of likeminded users. However, these systems suffer from several inherent shortcomings such as data sparsity and cold start problems. With the dev...
متن کاملmerging similarity and trust based social networks to enhance the accuracy of trust-aware recommender systems
in recent years, collaborative filtering (cf) methods are important and widely accepted techniques are available for recommender systems. one of these techniques is user based that produces useful recommendations based on the similarity by the ratings of likeminded users. however, these systems suffer from several inherent shortcomings such as data sparsity and cold start problems. with the dev...
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Department of Information Technology, K.L.N. College of Engineering, Sivagangai, India. [email protected] Abstract Social networking sites produce an exponential amount of information and it is necessary to incorporate scalable recommender systems. In Existing Recommendation Techniques, Social Relationship Information has not been fully used. It is hard to find the contextual factors and...
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Recommender systems have shown great potential to help users find interesting and relevant Web service (WS) from within large registers. However, with the proliferation of WSs, recommendation becomes a very difficult task. Social computing seems offering innovative solutions to overcome those shortcomings. Social computing is at the crossroad of computer sciences and social sciences disciplines...
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ژورنال
عنوان ژورنال: Management Science Letters
سال: 2015
ISSN: 1923-9335,1923-9343
DOI: 10.5267/j.msl.2015.3.007