Introduction to Text Visualization

This book provides a systematic review of many advanced techniques to support the analysis of large collections of documents, ranging from the elementary to the profound, covering all the aspects of the visualization of text documents. Particularly, we start by introducing the fundamental concept of information visualization and visual analysis, followed by a brief survey of the field of text visualization and commonly used data models for converting document into a structured form for visualization. Then we introduce the key visualization techniques including visualizing document similarity, content, sentiments, as well as text corpus exploration system in details with concrete examples in the rest of the book.

List of contents

Introduction.- Overview of Text Visualization Techniques.- Data Model.- Visualizing Document Similarity.- Visualizing Document Content.- Visualizing Sentiments and Emotions.

Summary

This book provides a systematic review of many advanced techniques to support the analysis of large collections of documents, ranging from the elementary to the profound, covering all the aspects of the visualization of text documents. Particularly, we start by introducing the fundamental concept of information visualization and visual analysis, followed by a brief survey of the field of text visualization and commonly used data models for converting document into a structured form for visualization. Then we introduce the key visualization techniques including visualizing document similarity, content, sentiments, as well as text corpus exploration system in details with concrete examples in the rest of the book.

Product details

• Authors: Na Cao, Nan Cao, Weiwei Cui, Cao Nan, Lin Yu-Ru
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2016
• EAN: 9789462391857
• ISBN: 978-94-62-39185-7
• No. of pages: 114
• Dimensions: 173 mm x 245 mm x 13 mm
• Weight: 303 g
• Illustrations: VIII, 114 p. 81 illus., 71 illus. in color.
• Series: Atlantis Press; Atlantis Briefs in Artificial Intelligence; Atlantis Press; Atlantis Briefs in Artificial Intelligence; Atlantis Briefs in Artificial
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > Operating systems, user interfaces; B, Data Mining, computer science, Computer Graphics, Multimedia Information Systems, Data Mining and Knowledge Discovery, Expert systems / knowledge-based systems, Graphical & digital media applications, Graphics programming, User Interfaces and Human Computer Interaction, User interfaces (Computer systems)