{"product_id":"9789491216077","title":"Atlantis Computational Intelligence Systems","description":"\u003ch1\u003eAtlantis Computational Intelligence Systems\u003c\/h1\u003e \u003ch2\u003eVictor, Patricia; Cornelis, Chris; De Cock, Martine\u003c\/h2\u003e \u003cp\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Atlantis Press\u003c\/p\u003e \u003cp\u003ePublication Date: 2011-05-08\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789491216077\u003c\/p\u003e \u003cp\u003eDOI: 10.2991\/978-94-91216-08-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 202\u003c\/p\u003e ","brand":"Atlantis Press","offers":[{"title":"Default Title","offer_id":46918022004876,"sku":"9789491216077","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789491216077.jpg?v=1774500329","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789491216077","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}