Introduction to Text Visualization

Beschreibung

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.
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.
This is the first reference book about text data visualization This book provides a systematic review of state-of-the-art text visualisation techniques The book also describes design principles for visualizing text data enabling readers to build their own system Includes supplementary material: sn.pub/extras

Autor*in

Nan Cao

Themen in »Introduction to Text Visualization«

Information Visualization Visual Analysis Text Visualization Data Mining Multimedia

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