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Music recommendation systems are becoming more and more popular. The increasing amount of personal data left by users on social media;
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learning for building recommender systems Who This Book Is ForData scientists, machine learning engineers, and Python;
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recommender systems that incorporate both content-based and collaborative filtering Leverage machine learning, NLP, and deep learning for building;
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Description Recommender systems are practically a necessity for keeping a site's content current, useful, and interesting to visitors;
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of teaching and learning activities. Since information retrieval (in terms of searching for relevant learning resources to support teachers or;
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robust product recommender systems using machine learning algorithms are helpful in filtering and exploring unseen data by users for better;
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recommender systems, the relation between these research areas is still unclear. An innovative idea, which enables to integrate these areas, and;
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, recommender systems; machine learning; knowledge representation, semantic web; emotion recognition, music information retrieval; network analysis;
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of recommender systems, such as shilling systems, attack models, and their defenses are discussed. In addition, recent topics, such as learning to;
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, social data, tagging data, and trustworthiness are explored. Advanced topics and applications: Various robustness aspects of recommender systems;
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This book includes the proceedings of the second workshop on recommender systems in fashion and retail (2020), and it aims to present a;
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Recommender systems are very popular nowadays, as both an academic research field and services provided by numerous companies for e;
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analysis and detailed summary. Social Network-Based Recommender Systems is designed as a reference for professionals and researchers working;
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learn more in the field of recommender systems, and also to those intending to deploy advanced personalization techniques in their systems.;
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of a recommender system for images. The book will serve as a guideline and inspiration for practitioners and academics in content retrieval and;
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AI for Cars book provides a short-guided tour through many different AI landscapes including robotics, image and speech processing;
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build and optimize recommendation engines Who This Book Is For If you are a competent developer with some knowledge of machine learning;
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This book constitutes the refereed proceedings of the 4th International Workshop on the Theory and Applications of Formal Argumentation;
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problem has always been of great interest for both academic and industry. Metadata such as content information about the items (attributes) have;
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parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis;
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challenges are high dimensional prediction with sparse data and constructing high dimensional sequential designs to collect data for user modeling;
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usability engineering, cognitive architectures, spoken dialogue systems and recommender systems are covered. New dimensions of HCI, such as;
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from 204 submissions. The papers are grouped in topical sections on: knowledge engineering and semantic web; social networks and recommender;
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were carefully reviewed and selected from 77 submissions. The call for papers of the MobiWis 2017 included new and emerging areas such as;
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., systems for cattle management), and medical and social-related systems (e.g., recommender systems).;
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