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This book gives an idea of recommender system, how it works, its application, scope,etc. also how the collaborative filtering is combined with sentiment analysis, how hadoop mapreduce framework is used. also it gives Literature review, system overview, mathematical model, UML diagrams,test cases, snapshots of system, comparison with other system, results, conclusion,future scope,bibliography, etc.