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Pharmaceutical industry.

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This book presents two collaborative prediction approaches based on contextual representation and hierarchical representation, and their applications including context-aware recommendation, latent collaborative retrieval and click-through rate prediction. The proposed techniques offer significant improvements over current methods, the key determinants being the incorporated contextual representation and hierarchical representation. To provide a background to the core ideas presented, it offers an overview of contextual modeling and the theory of contextual representation and hierarchical representation, which are constructed for the joint interaction of entities and contextual information. The book offers a rich blend of theory and practice, making it a valuable resource for students, researchers and practitioners who need to construct systems of information retrieval, data mining and recommendation systems with contextual information.

Context-aware computing. --- Computer science. --- Data mining. --- Information storage and retrieval. --- Artificial intelligence. --- Computer Science. --- Information Storage and Retrieval. --- Information Systems Applications (incl. Internet). --- Data Mining and Knowledge Discovery. --- Artificial Intelligence (incl. Robotics). --- Context-aware pervasive systems --- Context-awareness (Computer science) --- Ubiquitous computing --- Global system for mobile communications --- Mobile computing --- Sensor networks --- Information storage and retrieva. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software

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Teacher education. Teacher's profession --- Didactics --- Educational sciences --- Organization theory --- onderwijspolitiek --- organisatiemanagement --- didactiek --- leidinggeven --- administratie --- lerarenopleiding --- lesgeven --- China

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This book takes an in-depth look at the development of the private education sector in modern China. Readers will find valuable data and materials never before presented in such an accessible and transparent way, together with analyses of the major changes and challenges in the course of this development. The book is organized both chronologically and by topic: it employs a past-present-future order that unites the general arrangement; at the same time, each specific subject is approached historically, not only to show the origins of the problem, but also to link it with the historical-comparative context, in which the evaluation of alternative policy choices become highly viable. Further, the book provides a pioneering account of current problems, adopting a fresh perspective to address the most important aspects of Chinese private education reform. The elaboration on topics concerning private school assets, property rights, legal personality, school operators’ entrepreneurship, benefits and investment returns, school autonomy, and the development of teachers and students, is both empirically rich and highly insightful. The book’s content is chiefly derived from years of fieldwork in private schools and from extensive interviews with hundreds of policy makers, school operators, managers, teachers and students. Since these people are self-conscious about themselves as the actors in and witnesses to the development of Chinese private education over the past three decades, the book places great emphasis on neutrality, allowing the private education landscape to unfold in the context of the privatization of the socialist system after 1978. The book offers an essential guide for anyone who wishes to understand the transformation of Chinese education. It is highly recommendable as a detailed introduction to Chinese education, or as a resource for comparative research on private education from an international perspective.

Teacher education. Teacher's profession --- Didactics --- Educational sciences --- Organization theory --- onderwijspolitiek --- organisatiemanagement --- didactiek --- leidinggeven --- administratie --- lerarenopleiding --- lesgeven --- China

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This book gathers selected original papers presented at the Sixth Beijing Normal University - University College London, Institute of Education International Conference in Education, a biennial event organised in partnership between this two universities. Readers will find a wealth of papers and reports on research involving schools and the initial and professional development of teachers, revealing links between research, policy and practice, while also analyzing key themes in education, including public goals and policies, pedagogy, curricula, organisation, resources and technologies, and institutional effectiveness. An essential guide for anyone who wishes to understand the main issues involved in mobilities of ideas, people and technology in the field of education, the book offers an extensive introduction, and can also be used as a resource for empirical and conceptual research into related issues.

Sociology of education --- Computer assisted instruction --- Audiovisual methods --- Educational sciences --- vergelijkende pedagogiek --- onderwijstechnologie --- onderwijs --- computerondersteund onderwijs