A Live-User Study of Opinionated Explanations for Recommender Systems. Muhammad, K., I., Lawlor, A., & Smyth, B. Proceedings of the 21st International Conference on Intelligent User Interfaces - IUI '16, 2016.
A Live-User Study of Opinionated Explanations for Recommender Systems [link]Website  abstract   bibtex   
This paper describes an approach for generating rich and com-pelling explanations in recommender systems, based on opin-ions mined from user-generated reviews. The explanations highlight the features of a recommended item that matter most to the user and also relate them to other recommendation alter-natives and the user's past activities to provide a context.
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 title = {A Live-User Study of Opinionated Explanations for Recommender Systems},
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 year = {2016},
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 pages = {256-260},
 websites = {http://dl.acm.org/citation.cfm?doid=2856767.2856813},
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 abstract = {This paper describes an approach for generating rich and com-pelling explanations in recommender systems, based on opin-ions mined from user-generated reviews. The explanations highlight the features of a recommended item that matter most to the user and also relate them to other recommendation alter-natives and the user's past activities to provide a context.},
 bibtype = {article},
 author = {Muhammad, Khalil Ibrahim and Lawlor, Aonghus and Smyth, Barry},
 journal = {Proceedings of the 21st International Conference on Intelligent User Interfaces - IUI '16}
}
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