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Methods and Approaches of Recommendation Systems Methods and approaches of recommendation systems TABLE OF CONTENTSCHAPTER 1 Overview of Recommendation Systems Algorithms and Methods Introduction 1.1 Content-based methods of recommendation construction 1.2 Collaborative methods of producing recommendations 1.3 Hybrid methods of producing recommendations 1.4 Conclusions CHAPTER 2 Mathematical Approaches Used in Recommender Systems 2.1 Mathematical statement of collaborative filtering problem 2.2 The efficiency of.