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  • Handbook of Educational Data Mining

    Series series Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
    This handbook provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25 case studies that give a rich overview of the problems that EDM has addressed. With contributions by well-known researchers from a ... Read more

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  • Intelligent Tutoring Systems in E-Learning Environments: Design, Implementation and Evaluation

    As a special class of e-learning systems, intelligent tutoring systems support and improve the learning and teaching of domain-specific knowledge, respecting learner individuality as in traditional one-to-one tutoring. Intelligent Tutoring Systems in E-Learning Environments: Design, Implementation, and Evaluation presents the e-learning community with innovative research concerning the background ... Read more

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  • Learning Analytics Methods and Tutorials

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    This open access comprehensive methodological book offers a much-needed answer to the lack of resources and methodological guidance in learning analytics, which has been a problem ever since the field started. The book covers all important quantitative topics in education at large as well as the latest in learning analytics and education data mining. The book also goes deeper into advanced methods ... Read more

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  • Recommender Systems

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    In this age of information overload, people use a variety of strategies to make choices about what to buy, how to spend their leisure time, and even whom to date. Recommender systems automate some of these strategies with the goal of providing affordable, personal, and high-quality recommendations. This book offers an overview of approaches to developing state-of-the-art recommender systems. The ... Read more

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  • Advanced Automated Software Testing: Frameworks for Refined Practice

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    Edited by Janis Osis, Erika Asnina ...
    Software developers use different techniques for identification and specification of a domain’s characteristics and requirements for a planned application. The importance of this step cannot be understated as it is impossible to be highly efficient with a weak beginning, even with a strong end of the software development life cycle. Model-Driven Domain Analysis and Software Development: ... Read more

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