Introduction to text visualization. (2016)
- Record Type:
- Book
- Title:
- Introduction to text visualization. (2016)
- Main Title:
- Introduction to text visualization
- Further Information:
- Note: Nan Cao, Weiwei Cui.
- Authors:
- Cao, Nan
Cui, Weiwei - Contents:
- Acknowledgements; Contents; 1 Introduction; 1.1 Information Visualization; 1.2 Text Visualization; 1.3 Book Outline; References; 2 Overview of Text Visualization Techniques; 2.1 Review Scope and Taxonomy; 2.2 Visualizing Document Similarity; 2.2.1 Projection Oriented Techniques; 2.2.2 Semantic Oriented Techniques; 2.3 Revealing Text Content; 2.3.1 Summarizing a Single Document; 2.3.2 Showing Content at the Word Level; 2.3.3 Visualizing Topics; 2.3.4 Showing Events and Storyline; 2.4 Visualizing Sentiments and Emotions; 2.5 Document Exploration Techniques; 2.5.1 Distortion Based Approaches. 2.5.2 Exploration Based on Document Similarity2.5.3 Hierarchical Document Exploration; 2.5.4 Search and Query Based Approaches; 2.6 Summary of the Chapter; References; 3 Data Model; 3.1 Data Structures at the Word Level; 3.1.1 Bag of Words and N-Gram; 3.1.2 Word Frequency Vector; 3.2 Data Structures at the Syntactical-Level; 3.3 Data Models at the Semantic Level ; 3.3.1 Network Oriented Data Models; 3.3.2 Multifaceted Entity-Relational Data Model; 3.4 Summary of the Chapter; References; 4 Visualizing Document Similarity; 4.1 Projection Based Approaches; 4.1.1 Linear Projections. 4.1.2 Non-linear Projections4.2 Semantic Oriented Techniques; 4.3 Conclusion; References; 5 Visualizing Document Content; 5.1 ``What We Say'': Word; 5.1.1 Frequency; 5.1.2 Frequency Trend; 5.2 ``How We Say'': Structure; 5.2.1 Co-occurrence Relationships; 5.2.2 Concordance Relationships; 5.2.3 Grammar Structure;Acknowledgements; Contents; 1 Introduction; 1.1 Information Visualization; 1.2 Text Visualization; 1.3 Book Outline; References; 2 Overview of Text Visualization Techniques; 2.1 Review Scope and Taxonomy; 2.2 Visualizing Document Similarity; 2.2.1 Projection Oriented Techniques; 2.2.2 Semantic Oriented Techniques; 2.3 Revealing Text Content; 2.3.1 Summarizing a Single Document; 2.3.2 Showing Content at the Word Level; 2.3.3 Visualizing Topics; 2.3.4 Showing Events and Storyline; 2.4 Visualizing Sentiments and Emotions; 2.5 Document Exploration Techniques; 2.5.1 Distortion Based Approaches. 2.5.2 Exploration Based on Document Similarity2.5.3 Hierarchical Document Exploration; 2.5.4 Search and Query Based Approaches; 2.6 Summary of the Chapter; References; 3 Data Model; 3.1 Data Structures at the Word Level; 3.1.1 Bag of Words and N-Gram; 3.1.2 Word Frequency Vector; 3.2 Data Structures at the Syntactical-Level; 3.3 Data Models at the Semantic Level ; 3.3.1 Network Oriented Data Models; 3.3.2 Multifaceted Entity-Relational Data Model; 3.4 Summary of the Chapter; References; 4 Visualizing Document Similarity; 4.1 Projection Based Approaches; 4.1.1 Linear Projections. 4.1.2 Non-linear Projections4.2 Semantic Oriented Techniques; 4.3 Conclusion; References; 5 Visualizing Document Content; 5.1 ``What We Say'': Word; 5.1.1 Frequency; 5.1.2 Frequency Trend; 5.2 ``How We Say'': Structure; 5.2.1 Co-occurrence Relationships; 5.2.2 Concordance Relationships; 5.2.3 Grammar Structure; 5.2.4 Repetition Relationships; 5.3 ``What Can Be Inferred'': Substance; 5.3.1 Fingerprint; 5.3.2 Topics; 5.3.3 Topic Evolutions; 5.3.4 Event; 5.4 Summary of the Chapter; References; 6 Visualizing Sentiments and Emotions; 6.1 Introduction; 6.2 Visual Analysis of Customer Comments. 6.3 Visualizing Sentiment Diffusion6.4 Visualizing Sentiment Divergence in Social Media; 6.5 Conclusion; References. … (more)
- Publisher Details:
- Paris : Atlantis Press
- Publication Date:
- 2016
- Extent:
- 1 online resource (viii, 114 pages), illustrations (some color)
- Subjects:
- 001.4/226
Information visualization
COMPUTERS -- General
Information visualization
Electronic books - Languages:
- English
- ISBNs:
- 9789462391864
9462391866 - Related ISBNs:
- 9789462391857
9462391858 - Notes:
- Note: Includes bibliographical references.
Note: Online resource; title from PDF title page (SpringerLink, viewed October 27, 2016). - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.404784
- Ingest File:
- 02_473.xml