Paper Info
Title
Tight Coupling of Personal Interests with Multi-dimensional Visualization for Exploration and Analysis of Text Collections
Abstract
In this paper, we present an interactive matrix-based multi-dimensional visualization component which enables the users to explore a text collection along different conceptual dimensions. Of importance in our approach are the tight coupling of the users' personal ontologies representing their spheres of interest with the visualization component and the application of barycenter heuristic for edge crossing minimization to enhance its visual display. We also discuss how IVEA, the information visualization tool containing the proposed component, can address the commonly perceived constraints of building a personal ontology from scratch for IVEA to work.
Year
DOI
Venue
2008
10.1109/IV.2008.28
IV
Keywords
Field
DocType
text collection,ontology,visual display,barycenter heuristic,different conceptual dimension,tight coupling,information visualization tool,interactive matrix-based multi-dimensional visualization,multi-dimensional visualization,proposed component,visualization component,text collections,data visualisation,ontologies (artificial intelligence),personal ontology,text collections analysis,multidimensional visualization,text collections exploration,text analysis,personal interests,displays,feedback,information visualization,information analysis,couplings,frequency,visualization,scattering,ontologies,encoding
Ontology (information science),Ontology,Data visualization,Heuristic,Information retrieval,Information visualization,Visualization,Computer science,Visual analytics,Encoding (memory)
Conference
ISSN
ISBN
Citations 
1550-6037
978-0-7695-3268-4
8
PageRank 
References 
Authors
0.70
19
3
Name
Order
Citations
PageRank
VinhTuan Thai1345.08
Siegfried Handschuh21988181.71
Stefan Decker35799643.68