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This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making and recommender systems, reciprocal recommender systems, recommender systems in social networks, mobile recommender systems, explanations for recommender systems, music recommender systems, cross-domain recommendations, privacy in recommender systems, and semantic-based recommender systems. This multi-disciplinary handbook involves world-wide experts from diverse fields such as artificial intelligence, human-computer interaction, information retrieval, data mining, mathematics, statistics, adaptive user interfaces, decision support systems, psychology, marketing, and consumer behavior. Theoreticians and practitioners from these fields will find this reference to be an invaluable source of ideas, methods and techniques for developing more efficient, cost-effective and accurate recommender systems.

This report proposes more resources be devoted to education, nationally and internationally, and for international cooperation in education with UNESCO as a key player.

This Handbook contains the procedures and processes followedfor transacting the business allotted to the Ministry of Parliamentary Affairs.

This book offers insights into important trends and future scenarios in the global tourism and travel industry and analyses current challenges in the aviation and hospitality industry, destination management and general travel behaviour. Well-known notabilities share their points of view. For example, Norbert Walter, chief economist of the Deutsche Bank, writes about the financial crisis and its impact on the tourism industry. Top executives of international operating airlines like C. Karlitekin (Turkish Airlines), J. Hunold (Air Berlin) and E. Sims (Air New Zealand) have much to say about the future of airlines and aviation management. Corporate Social Responsibility is one of the top themes to-be and therefore a focus of this book, offering the perspective of the UN Foundation and the social inclusion concept of RUHR.2010, European Capital of Culture. The articles are based on presentations and panel discussions presented at the world ́s largest tourism congress, the ITB Berlin Convention.

This dictionary is aimed primarily at the beginners entering the new discipline of Pharmaceutical Medicine, an area comprising aspects of toxicology, pharmacology, pharmaceutics, epidemiology, statistics, drug regulatory and legal affairs, medicine and marketing. But also more experienced colleagues in departments engaged in clinical development as well as researchers and marketing experts in the pharmaceutical industry will find concise and up-to-date information. The book is completed by a list of a about 1000 abbreviations encountered in pharmaceutical medicine and a compilation of important addresses of national and international health authorities.