Free BookRecommender Systems The Textbook

[Free Download.togn] Recommender Systems The Textbook

[Free Download.togn] Recommender Systems The Textbook

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This book comprehensively covers the topic of recommender systems, which provide personalized recommendations of products or services to users based on their previous searches or purchases. Recommender system methods have been adapted to diverse applications including query log mining, social networking, news recommendations, and computational advertising. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity.  The chapters of this book  are organized into three categories: Algorithms and evaluation:  These chapters discuss the fundamental algorithms in recommender systems, including collaborative filtering methods, content-based methods, knowledge-based methods, ensemble-based methods, and evaluation. Recommendations in specific domains and contexts: the context of a recommendation can be viewed as important side information that affects the recommendation goals. Different types of context such as temporal data, spatial data, social data, tagging data, and trustworthiness are explored. Advanced topics and applications:  Various robustness aspects of recommender systems, such as shilling systems, attack models, and their defenses are discussed. In addition, recent topics, such as learning to rank, multi-armed bandits, group systems, multi-criteria systems, and active learning systems, are introduced together with applications. Although this book primarily serves as a textbook, it will also appeal to industrial practitioners and researchers due to its focus on applications and references. Numerous examples and exercises have been provided, and a solution manual is available for instructors. Databases and SQL - Free eBooks Download ebook3000.com is the best free ebooks download library. It's the open directory for free ebooks and download links and the best place to read ebooks and search free ... Text Data Management and Analysis: A Practical ... Recent years have seen a dramatic growth of natural language text data including web pages news articles scientific literature emails enterprise documents and ... Deeplearning4j: Open-source Distributed Deep Learning for ... Deep Learning Textbook; Getting Started. DeepLearning4J Overview; Quickstart: Running DL4J; DeepLearning4J: Core Concepts; Comprehensive Setup Guide; Build Locally ... AITopics AITopics is the Internet's largest collection of information about the research the people and the applications of Artificial Intelligence. Our mission is to ... Margaret Freeman at Houston Community College (all ... Rating and reviews for Professor Margaret Freeman from Houston Community College (all campuses) Houston TX United States. Machine Learning Foundations: A Case Study Approach ... Machine Learning Foundations: A Case Study Approach from University of Washington. Do you have data and wonder what it can tell you? Do you need ... Computing Reviews the leading online review service for ... Computing Reviews is the leading online review service for books and articles across all disciplines of computing. This collaboration between Reviews.com and the ACM ... IJCSA Publication DEStech Publishing The publication covers scholarly such as analytical numerical or experimental results and physical analysis of processes of lasting scientific value. Matrix Factorization and Advanced Techniques - University ... About this course: In this course you will learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.
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