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  • Educational Data Science: Essentials, Approaches, and Tendencies

    Proactive Education based on Empirical Big Data Evidence

    Edición de Alejandro Peña-Ayala ...
    Series series Computer Science (R0)
    This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings. Moreover, the book shows several inference criteria to leverage and produce descriptive, explanatory, and predictive closures to study and understand education phenomena at in classroom and online ... Leer más

    $2,901 MXN

  • Educational Networking

    A Novel Discipline for Improved Learning Based on Social Networks

    Edición de Alejandro Peña-Ayala ...
    Series series Computer Science (R0)
    This book is related to the educational networking (EN) domain, an incipient but disrupting trend engaged in extending and improving formal and informal academic practices by means of the support given by online social networks (OSNs) and Web 2.0 technologies. With the aim of contributing to spread the knowledge and development of the arena, this volume introduces ten recent works, whose content ... Leer más

    $1,632 MXN

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  • The Cambridge Handbook of Computing Education Research

    Series series Cambridge Handbooks in Psychology
    This Handbook describes the extent and shape of computing education research today. Over fifty leading researchers from academia and industry (including Google and Microsoft) have contributed chapters that together define and expand the evidence base. The foundational chapters set the field in context, articulate expertise from key disciplines, and form a practical guide for new researchers. They ... Leer más

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  • Research Methods in Human-Computer Interaction

    Research Methods in Human-Computer Interaction is a comprehensive guide to performing research and is essential reading for both quantitative and qualitative methods. Since the first edition was published in 2009, the book has been adopted for use at leading universities around the world, including Harvard University, Carnegie-Mellon University, the University of Washington, the University of ... Leer más

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  • Evaluating Information Retrieval and Access Tasks

    NTCIR's Legacy of Research Impact

    Series Libro 43 - The Information Retrieval Series
    This open access book summarizes the first two decades of the NII Testbeds and Community for Information access Research (NTCIR). NTCIR is a series of evaluation forums run by a global team of researchers and hosted by the National Institute of Informatics (NII), Japan. The book is unique in that it discusses not just what was done at NTCIR, but also how it was done and the impact it has achieved. ... Leer más

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  • Data Mining and Learning Analytics

    Applications in Educational Research

    Series series Wiley Series on Methods and Applications in Data Mining
    Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learningThis book discusses the insights, challenges, issues, expectations, and practical implementation of data mining (DM) within educational mandates. Initial series of chapters offer a general overview of DM, Learning Analytics (LA), and data collection models in the context of ... Leer más

    $1,812 MXN

  • Educational Data Mining

    Applications and Trends

    Edición de Alejandro Peña-Ayala ...
    Series series Engineering (R0)
    This book is devoted to the Educational Data Mining arena. It highlights works that show relevant proposals, developments, and achievements that shape trends and inspire future research. After a rigorous revision process sixteen manuscripts were accepted and organized into four parts as follows:· Profile: The first part embraces three chapters oriented to: 1) describe the nature of educational ... Leer más

    $2,538 MXN

  • Advances in Web-Based Learning – ICWL 2016

    15th International Conference, Rome, Italy, October 26–29, 2016, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 15th International Conference on Web-Based Learning, ICWL 2016, held in Rome, Italy, in October 2016.The 19 revised full papers presented together with 10 short papers and 4 poster papers were carefully reviewed and selected from 110 submissions. The papers are organized in topical sections on design for learning; education and teaching; ... Leer más

    $906 MXN

  • Human and Machine Learning

    Visible, Explainable, Trustworthy and Transparent

    Edición de Jianlong Zhou, Fang Chen ...
    Series series Computer Science (R0)
    With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions ... Leer más

    $1,178 MXN

  • Computer Assisted Assessment. Research into E-Assessment

    18th International Conference, CAA 2015, Zeist, The Netherlands, June 22–23, 2015. Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 18th International Conference on Computer Assisted Assessment, CAA 2015, held in Zeist, The Netherlands, in June 2015.The 15 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers present current developments in technology-enhanced assessment. Topics covered include: automatic item generation, ... Leer más

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  • Information Systems Development

    Challenges in Practice, Theory, and Education Volume 2

    Series series Computer Science (R0)
    Information Systems Development (ISD) progresses rapidly, continually creating new challenges for the professionals involved. New concepts, approaches and techniques of systems development emerge constantly in this field. Progress in ISD comes from research as well as from practice.This conference will discuss issues pertaining to information systems development (ISD) in the inter-networked ... Leer más

    $2,538 MXN

  • Advancing Natural Language Processing in Educational Assessment

    Series series NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT
    Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well ... Leer más

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