Recommender systems : the textbook /
Aggarwal, Charu C.
Recommender systems : the textbook / [electronic resource] Charu C. Aggarwal - Cham, Switzerland : Springer, 2016 - 1 online resource (xxi, 498 pages) : illustrations (some color)
Includes bibliographical references and index
An Introduction to Recommender Systems -- Neighborhood-Based Collaborative Filtering -- Model-Based Collaborative Filtering -- Content-Based Recommender Systems -- Knowledge-Based Recommender Systems -- Ensemble-Based and Hybrid Recommender Systems -- Evaluating Recommender Systems -- Context-Sensitive Recommender Systems -- Time- and Location-Sensitive Recommender Systems -- Structural Recommendations in Networks -- Social and Trust-Centric Recommender Systems -- Attack-Resistant Recommender Systems -- Advanced Topics in Recommender Systems
9783319296593 (E-book)
RECOMMENDER SYSTEMS (INFORMATION FILTERING)
QA 76.9.I58 / A33R 2016
Recommender systems : the textbook / [electronic resource] Charu C. Aggarwal - Cham, Switzerland : Springer, 2016 - 1 online resource (xxi, 498 pages) : illustrations (some color)
Includes bibliographical references and index
An Introduction to Recommender Systems -- Neighborhood-Based Collaborative Filtering -- Model-Based Collaborative Filtering -- Content-Based Recommender Systems -- Knowledge-Based Recommender Systems -- Ensemble-Based and Hybrid Recommender Systems -- Evaluating Recommender Systems -- Context-Sensitive Recommender Systems -- Time- and Location-Sensitive Recommender Systems -- Structural Recommendations in Networks -- Social and Trust-Centric Recommender Systems -- Attack-Resistant Recommender Systems -- Advanced Topics in Recommender Systems
9783319296593 (E-book)
RECOMMENDER SYSTEMS (INFORMATION FILTERING)
QA 76.9.I58 / A33R 2016