DocumentCode
3301133
Title
Extraction and visualization of numerical and named entity information from a large number of documents
Author
Murata, Masaki ; Ma, Qing ; Torisawa, Kentaro ; Iwatate, Masakazu ; Shirado, Tamotsu ; Ichii, Koji ; Kanamaru, Toshiyuki
Author_Institution
NICT, Kyoto
fYear
2008
fDate
19-22 Oct. 2008
Firstpage
1
Lastpage
8
Abstract
We have developed a system that can semi automatically extract numerical and named entity sets from a large number of Japanese documents and can create various kinds of tables and graphs. In our experiments, our system has semiautomatically created approximately 300 kinds of graphs and tables at precisions of 0.2-0.8 with only two hours of manual preparation from a two-year stack of newspapers articles. Note that these newspaper articles contained a large quantity of data, and all of them could not be read or checked manually in such a short amount of time. From this perspective, we concluded that our system is useful and convenient for extracting information from a large number of documents.
Keywords
data mining; data visualisation; document handling; information analysis; Japanese documents; named entity information extraction; named entity sets; newspapers articles; numerical extraction; numerical visualization; Data mining; Databases; Humans; Humidity; Scattering; Temperature; Typhoons; Visualization; Wind speed; Visualization; graph; named entity; numerical information; table;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Language Processing and Knowledge Engineering, 2008. NLP-KE '08. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-4515-8
Electronic_ISBN
978-1-4244-2780-2
Type
conf
DOI
10.1109/NLPKE.2008.4906795
Filename
4906795
Link To Document