Introduction to Text Visualization

2016. Auflage 2016
ISBN: 978-94-6239-185-7
Verlag: Atlantis Press

Buch, Englisch, Band 1, 114 Seiten, Format (B × H): 159 mm x 244 mm, Gewicht: 343 g

Reihe: Atlantis Briefs in Artificial Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Cao, Nan

Cui, Weiwei

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

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