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Introduction to Text Visualization: Atlantis Briefs in Artificial Intelligence, cartea 1

Autor Nan Cao, Weiwei Cui
en Limba Engleză Hardback – 2 noi 2016
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.
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Specificații

ISBN-13: 9789462391857
ISBN-10: 9462391858
Pagini: 132
Ilustrații: VIII, 114 p. 81 illus., 71 illus. in color.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.35 kg
Ediția:1st ed. 2016
Editura: ATLANTIS PRESS
Colecția Atlantis Press
Seria Atlantis Briefs in Artificial Intelligence

Locul publicării:Paris, Netherlands

Cuprins

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

Textul de pe ultima copertă

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.

Caracteristici

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