عنوان

Trust networks for recommender systems /

شابک

9491216074

شابک

9491216082

شابک

9789491216077

شابک

9789491216084

شماره

b435846

عنوان اصلي

Trust networks for recommender systems /

نام عام مواد

[Book]

نام نخستين پديدآور

Patricia Victor, Chris Cornelis, Martine De Cock

نام خاص و کميت اثر

1 online resource (xiii, 202 pages)

عنوان فروست

Atlantis computational intelligence systems ;

مشخصه جلد

v. 4

متن يادداشت

Includes bibliographical references and index

متن يادداشت

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: -new bilattice-based model for trust and distrust, allowing for ignorance and inconsistency -proposals for various propagation and aggregation operators, including the analysis of mathematical properties -Evaluation of these operators on real data, including a discussion on the data sets and their characteristics.-A novel approach for identifying controversial items in a recommender system -An analysis on the utility of including distrust in recommender systems -Various approaches for trust based recommendations (a.o. base on collaborative filtering), an in depth experimental analysis, and proposal for a hybrid approach -Analysis of various user types in recommender systems to optimize bootstrapping of cold start users

منبع سفارش / آدرس اشتراک

Springer

شماره انبار

978-94-91216-07-7

شماره استاندارد بين المللي کتاب و موسيقي

9789491216077

موضوع مستند نشده

Recommender systems (Information filtering)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Victor, Patricia

مستند نام اشخاص تاييد نشده

Cock, Martine de

مستند نام اشخاص تاييد نشده

Cornelis, Chris

تاريخ عمليات

20170726082039.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y