{"product_id":"9789491216077","title":"Trust Networks for Recommender Systems","description":"This book describes research performed in the context of trust\/distrust propagation and aggregation, and their use in recommender systems.  This is a hot research topic with important implications for various application areas.  The main innovative contributions of the work are:\n-new bilattice-based model for trust and distrust, allowing for ignorance and inconsistency\n-proposals for various propagation and aggregation operators, including the analysis of mathematical properties\n-Evaluation of these operators on real data, including a discussion on the data sets and their characteristics.\n-A novel approach for identifying controversial items in a recommender system\n-An analysis on the utility of including distrust in recommender systems\n-Various approaches for trust based recommendations (a.o. base on collaborative filtering), an in depth experimental analysis, and proposal for a hybrid approach\n-Analysis of various user types in recommender systems to optimize bootstrapping of cold start users.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePublication Year: \u003c\/strong\u003e2011\u003cbr\u003e\u003cstrong\u003eImprint: \u003c\/strong\u003eAtlantis Press\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eFormat: H\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003eWeight (Gram): 494\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003cbr\u003e\u003cstrong\u003e\u003c\/strong\u003e\u003c\/p\u003e","brand":"Patricia Victor","offers":[{"title":"Default Title","offer_id":41278883332274,"sku":"9789491216077","price":155.99,"currency_code":"SGD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0502\/5382\/4178\/products\/9491216074.01_SCLZZZZZZZ.jpg?v=1636248584","url":"https:\/\/readabook.store\/products\/9789491216077","provider":"READABOOK BY ALKEM","version":"1.0","type":"link"}