DocumentCode :
650482
Title :
Toward Visual Analytics of Unlinked Documents by Textual Analysis and Network Visualization
Author :
Shizuki, B. ; Hosobe, H.
Author_Institution :
Univ. of Tsukuba, Tsukuba, Japan
fYear :
2013
fDate :
16-18 July 2013
Firstpage :
227
Lastpage :
231
Abstract :
We describe a tool to analyze unlinked documents by visualizing networks extracted using textual analysis. Our focus is on developing an interactive visual analytics tool that enables a user to interactively observe data to detect features of the documents that may be known or unknown in advance. We have tested our tool using two data sets, one consisting of 1000 documents and the other of 360 documents. The resulting visualization showed that our tool provides a simple yet powerful method to identify trends and to find facts in the documents quickly due to its interactivity.
Keywords :
data analysis; data visualisation; feature extraction; interactive systems; text analysis; data sets; feature detection; interactive visual analytic tool; network visualization; textual analysis; unlinked document analysis; TF-IDF; information visualization; interactive visualization; research trends; text mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Visualisation (IV), 2013 17th International Conference
Conference_Location :
London
ISSN :
1550-6037
Type :
conf
DOI :
10.1109/IV.2013.30
Filename :
6676567
Link To Document :
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