خلاصه‌های آتلانتیس در هوش مصنوعی 1: مقدمه‌ای بر تجسم متن

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. Read more... Abstract: 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 Front Matter....Pages i-viii Introduction....Pages 1-10 Overview of Text Visualization Techniques....Pages 11-40 Data Model....Pages 41-48 Visualizing Document Similarity....Pages 49-56 Visualizing Document Content....Pages 57-102 Visualizing Sentiments and Emotions....Pages 103-114