Data Science Body of Knowledge
This chapter presents the definition of a consistent body of knowledge for data science (DS-BoK), which have three main objectives: (1) Support the competence groups defined in the Competences Framework for Data Science (CF-DS) presented in the previous c
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e Data Science Framework A View from the EDISON Project
The Data Science Framework
Juan J. Cuadrado-Gallego • Yuri Demchenko Editors
The Data Science Framework A View from the EDISON Project
Editors Juan J. Cuadrado-Gallego Department of Computer Science University of Alcalá Madrid, Spain
Yuri Demchenko Faculty of Science Universiteit van Amsterdam Amsterdam, The Netherlands
ISBN 978-3-030-51022-0 ISBN 978-3-030-51023-7 https://doi.org/10.1007/978-3-030-51023-7
(eBook)
© Springer Nature Switzerland AG 2020 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG. The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
From Juan J. Cuadrado-Gallego and Yuri Demchenko We want to give our acknowledgements to the European Commission that under the code 675419 funds the EDISON project between the years 2015 and 2017. We acknowledge all project members of the EDISON project and community involved who created facilitating and motivating environment for the EDSF development and implementation. Also, we would also like to acknowledge our universities, Universiteit van Amsterdam, Amsterdam, the Netherlands, and the Universidad de Alcalá, Madrid, Spain, for their support during the realisation of this book. And finally we acknowledge the rest of researchers who have collaborated in the realisation of any of the chapters of the book: Luca Comminiello, from the Universidad degli Studi de Perugia, Italy; Tomasz Wiktorski, from the Universitetet i Stavanger, Norway; Oleg Chertov, from the Igor Sikorsky Kyiv Polytechnic Institute of the National Technical University of Ukraine, Ukraine; Ernestina Menasalvas, Ana M. Moreno and Nik Swoboda, from the Universidad Politécnica de Madrid, Spain; and Steve Brewer, from the University of Southampton, UK. From Juan
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