کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
392772 665164 2013 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Incorporating reliability measurements into the predictions of a recommender system
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Incorporating reliability measurements into the predictions of a recommender system
چکیده انگلیسی

In this paper we introduce the idea of using a reliability measure associated to the predictions made by recommender systems based on collaborative filtering. This reliability measure is based on the usual notion that the more reliable a prediction, the less liable to be wrong. Here we will define a general reliability measure suitable for any arbitrary recommender system. We will also show a method for obtaining specific reliability measures specially fitting the needs of different specific recommender systems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Information Sciences - Volume 218, 1 January 2013, Pages 1–16
نویسندگان
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