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Showing 1 - 12 of 12 results for “lars lyberg”
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  • Handbook of Computational Social Science, Volume 2

    Data Science, Statistical Modelling, and Machine Learning Methods

    Edited by Uwe Engel, Anabel Quan-Haase, Lars Lyberg, Sunny Liu ...
    Series series European Association of Methodology Series
    The Handbook of Computational Social Science is a comprehensive reference source for scholars across multiple disciplines. It outlines key debates in the field, showcasing novel statistical modeling and machine learning methods, and draws from specific case studies to demonstrate the opportunities and challenges in CSS approaches.The Handbook is divided into two volumes written by outstanding, ... Read more

    $74.99 USD

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  • Text as Data

    A New Framework for Machine Learning and the Social Sciences

    by Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart ...
    A guide for using computational text analysis to learn about the social worldFrom social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning ... Read more

    $34.59 USD

  • Web and Network Data Science

    Modeling Techniques in Predictive Analytics

    by Thomas Miller ...
    Series series FT Press Analytics
    Master modern web and network data modeling: both theory and applications. In Web and Network Data Science, a top faculty member of Northwestern University’s prestigious analytics program presents the first fully-integrated treatment of both the business and academic elements of web and network modeling for predictive analytics.Some books in this field focus either entirely on business issues (e.g ... Read more

    $86.39 USD

  • 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 ... Read more

    $63.99 USD

  • Privacy in Social Networks

    by Elena Zheleva, Evimaria Terzi, Lise Getoor ...
    Series series Synthesis Lectures on Data Mining and Knowledge Discovery
    This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third parties. Our goal is to approach such concerns from a computer-science perspective, and building upon existing work on privacy, security, statistical modeling and databases to provide an overview of the technical and ... Read more

    $32.99 USD

  • Recommender Systems

    An Introduction

    by Markus Zanker, Alexander Felfernig, Gerhard Friedrich, Dietmar Jannach ...
    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

    $81.99 USD

  • Multimedia Information Extraction

    Advances in Video, Audio, and Imagery Analysis for Search, Data Mining, Surveillance and Authoring

    by Mark T. Maybury ...
    The advent of increasingly large consumer collections of audio (e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Furthermore, industrial and government collections fuel requirements for stock media access, media preservation, broadcast news retrieval, identity management, and ... Read more

    $96.00 USD

  • Big Data in Cognitive Science

    Edited by Michael N. Jones ...
    Series series Frontiers of Cognitive Psychology
    While laboratory research is the backbone of collecting experimental data in cognitive science, a rapidly increasing amount of research is now capitalizing on large-scale and real-world digital data. Each piece of data is a trace of human behavior and offers us a potential clue to understanding basic cognitive principles. However, we have to be able to put the pieces together in a reasonable way, ... Read more

    $76.99 USD

  • Data Mining and Learning Analytics

    Applications in Educational Research

    Edited by Samira ElAtia, Donald Ipperciel, Osmar R. Zaïane ...
    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 ... Read more

    $115.00 USD

  • Educational Data Mining

    Applications and Trends

    Edited by 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 ... Read more

    $143.99 USD

  • Advancing Natural Language Processing in Educational Assessment

    Edited by Victoria Yaneva, Matthias von Davier ...
    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 ... Read more

    Free

  • Data and Information Quality

    Dimensions, Principles and Techniques

    by Carlo Batini, Monica Scannapieco ...
    Series series Computer Science (R0)
    This book provides a systematic and comparative description of the vast number of research issues related to the quality of data and information. It does so by delivering a sound, integrated and comprehensive overview of the state of the art and future development of data and information quality in databases and information systems.To this end, it presents an extensive description of the ... Read more

    $116.09 USD