Interactive visual data analysis

Type Book

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"The book provides a comprehensive overview on information visualization and visual exploration. The top-down view on the problem illustrated with numerous examples based on real data and settings will help people from these domains to get a sound knowledge about key challenges, concepts and methodologies in this regard"--

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Title Statements

Full title :Interactive visual data analysis / Christian Tominski, Heidrun Schumann.

Summary

Edition Statements

Publication Date:©2020

Publication Statements

Publisher(s):CRC Press/Taylor and Francis Group
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:©2020

Notes

"An A K Peters Book."

The Physical Object

Description:1 online resource (xvii, 345 pages).

Edition Identifiers

ISBN:9781351648745, 1351648748, 9781351639224, 1351639226, 9781315152707, 1315152703
DOI:10.1201/9781315152707
oclc:on1175162516
LC Classification:QA76.9.I52
Dewey Decimal:001.4226

Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Contents -- Foreword -- Preface -- Authors -- Chapter 1: Introduction -- 1.1 BASIC CONSIDERATIONS -- 1.1.1 Visualization, Interaction, and Computation -- 1.1.2 Five Ws of Interactive Visual Data Analysis -- 1.2 INTRODUCTORY EXAMPLES -- 1.2.1 Starting Simple -- 1.2.2 Enhancing the Data Analysis -- 1.2.3 Considering Advanced Techniques -- 1.3 BOOK OUTLINE -- Chapter 2: Criteria, Factors, and Models -- 2.1 CRITERIA -- 2.2 INFLUENCING FACTORS -- 2.2.1 The Subject: Data -- 2.2.2 The Objective: Analysis Tasks

2.2.3 The Context: Users and Technologies -- 2.2.4 Demonstrating Example -- 2.3 PROCESS MODELS -- 2.3.1 Design -- 2.3.2 Data Transformation -- 2.3.3 Knowledge Generation -- 2.4 SUMMARY -- Chapter 3: Visualization Methods and Techniques -- 3.1 VISUAL ENCODING AND PRESENTATION -- 3.1.1 Encoding Data Values -- 3.1.2 Presentation -- 3.2 MULTIVARIATE DATA VISUALIZATION -- 3.2.1 Table-based Visualization -- 3.2.2 Combined Bivariate Visualization -- 3.2.3 Polyline-based Visualization -- 3.2.4 Glyph-based Visualization -- 3.2.5 Pixel-based Visualization -- 3.2.6 Nested Visualization

3.3 VISUALIZATION OF T…

Subjects

Big data Communication visuelle Computers -- Computer Graphics Data visualisation Données volumineuses Information visualization Mensch-Maschine-Kommunikation TECHNOLOGY / Imaging Systems Visual analytics Visual communication Visualisation de l'information Visualisierung