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Visualization Analysis & Design
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Visualization Analysis & Design, 2014 (Tamara Munzner)英文完整版 本资源转载自网络,如有侵权,请联系上传者或csdn删除
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Visualization
Analysis & Design
A K PETERS VISUALIZATION SERIES
Series Editor: Tamara Munzner
Visualization Analysis and Design
Tamara Munzner
2014
Visualization
Analysis & Design
Tamara Munzner
Department of Computer Science
University of British Columbia
Illustrations by Eamonn Maguire
Boca Raton London New York
CRC Press is an imprint of the
Taylor & Francis Group, an informa business
AN A K PETERS BOOK
Cover art: Genesis 6-3-00, by Aribert Munzner. Casein on paperboard, 26” × 20”, 2000. http://www.aribertmunzner.com
CRC Press
Taylor & Francis Group
6000 Broken Sound Parkway NW, Suite 300
Boca Raton, FL 33487-2742
© 2015 by Taylor & Francis Group, LLC
CRC Press is an imprint of Taylor & Francis Group, an Informa business
No claim to original U.S. Government works
Printed on acid-free paper
Version Date: 20140611
International Standard Book Number-13: 978-1-4665-0891-0 (Hardback)
This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been made to publish reliable data and information, but
the author and publisher cannot assume responsibility for the validity of all materials or the consequences of their use. The authors and publishers have attempted to
trace the copyright holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this form has not been obtained.
If any copyright material has not been acknowledged please write and let us know so we may rectify in any future reprint.
Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or utilized in any form by any electronic, mechanical,
or other means, now known or hereafter invented, including photocopying, microfilming, and recording, or in any information storage or retrieval system, without
written permission from the publishers.
For permission to photocopy or use material electronically from this work, please access www.copyright.com (http://www.copyright.com/) or contact the Copyright
Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a
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Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for identification and explanation without intent to
infringe.
Library of Congress Cataloging‑in‑Publication Data
Munzner, Tamara.
Visualization analysis and design / Tamara Munzner, Department of Computer Science, University of British Columbia.
pages cm -- (A K Peters visualization series)
Includes bibliographical references and index.
ISBN 978-1-4665-0891-0 (alk. paper)
1. Information visualization. I. Title.
QA76.9.I52M86 2015
001.4’226--dc23 2014020715
Visit the Taylor & Francis Web site at
http://www.taylorandfrancis.com
and the CRC Press Web site at
http://www.crcpress.com
Contents
Preface xv
Why a New Book? ....................................... xv
Existing Books ......................................... xvi
Audience ............................................ xvii
Who’s Who ........................................... xviii
Structure: What’s in This Book ............................... xviii
What’s Not in This Book ................................... xx
Acknowledgments ....................................... xx
1 What’s Vis, and Why Do It? 1
1.1 The Big Picture ..................................... 1
1.2 Why Have a Human in the Loop? .......................... 2
1.3 Why Have a Computer in the Loop? ......................... 4
1.4 Why Use an External Representation? . . . .................... 6
1.5 Why Depend on Vision? ................................ 6
1.6 Why Show the Data in Detail? ............................ 7
1.7 Why Use Interactivity? ................................. 9
1.8 Why Is the Vis Idiom Design Space Huge? . .................... 10
1.9 Why Focus on Tasks? ................................. 11
1.10 Why Focus on Effectiveness? ............................. 11
1.11 Why Are Most Designs Ineffective? .......................... 12
1.12 Why Is Validation Difficult? .............................. 14
1.13 Why Are There Resource Limitations? ........................ 14
1.14 Why Analyze? ...................................... 16
1.15 Further Reading .................................... 18
2 What: Data Abstraction 20
2.1 The Big Picture ..................................... 21
2.2 Why Do Data Semantics and Types Matter? .................... 21
2.3 Data Types ....................................... 23
2.4 Dataset Types ...................................... 24
2.4.1 Tables ...................................... 25
2.4.2 Networks and Trees .............................. 26
2.4.2.1 Trees ................................. 27
v
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