Artificial Intelligence Accelerates Human Learning Discussion Data A
Focusing on students’ presentations and discussions in laboratory seminars, this book presents case studies on evidence-based education using artificial intelligence (AI) technologies. It proposes a system to help users complete research activities, and a
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Artificial Intelligence Accelerates Human Learning Discussion Data Analytics
Artificial Intelligence Accelerates Human Learning
Katashi Nagao
Artificial Intelligence Accelerates Human Learning Discussion Data Analytics
123
Katashi Nagao Nagoya University Nagoya, Japan
ISBN 978-981-13-6174-6 ISBN 978-981-13-6175-3 https://doi.org/10.1007/978-981-13-6175-3
(eBook)
Library of Congress Control Number: 2018968397 © Springer Nature Singapore Pte Ltd. 2019 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, express 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 Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore
Preface
Discussion is something that often occurs in everyday conversation, for example, sharing your opinion with others and answering questions. However, it is slightly more sophisticated than just chat. People who are good at communicating are generally good at discussion. In the case of communication ability in general, you might think of someone that considers the feeling of their conversation partner, or thinks about what is appropriate conversation for the current environment, or maybe even that they are more skilled at making small talk. Although I even believe that these are valid, the most essential skill to acquire is discussion ability. In addition, I would like to explain about three very important technical concepts in this book. The first is data analytics, which is a scientific system for gathering objective facts (data) in large quantities, analyzing data probabilistically and statistically, and making new discoveries. The second is natural language processing, a technique for analyzing and generating human language. The third type is gamification, which is a methodology that introduces game elements (such as scoring points and competition, to graduall
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