Introduction to Text Visualization [electronic resource] /
Cao, Nan.author.
Cui, Weiwei.author.
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.
Includes bibliographical references at the end of each chapters.
Introduction -- Overview of Text Visualization Techniques -- Data Model -- Visualizing Document Similarity -- Visualizing Document Content -- Visualizing Sentiments and Emotions.
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.
User interfaces (Computer systems).
Computer graphics.
Multimedia information systems.
Data mining.
User Interfaces and Human Computer Interaction.
Computer Graphics.
Multimedia Information Systems.
Data Mining and Knowledge Discovery.