loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
2008 IEEE International Conference on Semantic Computing
Ontology-Based Topic Extraction Service from Weblogs
August 04-August 07
ISBN: 978-0-7695-3279-0
ASCII Text
x 
 
Shinichi Nagano, Masumi Inaba, Yumiko Mizoguchi, Takayuki Iida, Takahiro Kawamura, "Ontology-Based Topic Extraction Service from Weblogs," International Conference on Semantic Computing, pp. 468-475, 2008 IEEE International Conference on Semantic Computing, 2008.
 
 
BibTex
x
 
@article{ 10.1109/ICSC.2008.80,
author = {Shinichi Nagano and Masumi Inaba and Yumiko Mizoguchi and Takayuki Iida and Takahiro Kawamura},
title = {Ontology-Based Topic Extraction Service from Weblogs},
journal ={International Conference on Semantic Computing},
volume = {0},
year = {2008},
isbn = {978-0-7695-3279-0},
pages = {468-475},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICSC.2008.80},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - International Conference on Semantic Computing
TI - Ontology-Based Topic Extraction Service from Weblogs
SN - 978-0-7695-3279-0
SP468
EP475
A1 - Shinichi Nagano,
A1 - Masumi Inaba,
A1 - Yumiko Mizoguchi,
A1 - Takayuki Iida,
A1 - Takahiro Kawamura,
PY - 2008
KW - topic extraction
KW - ontology
KW - consumer generated media
VL - 0
JA - International Conference on Semantic Computing
ER -
 
Consumer Generated Media (CGM) has a significant impact on on campanies' product marketing strategies. This paper illustrates development of opinion analysis servce for marketing research,WOM Scouter. Then we present an algorithm of associated topic extraction, which is one of main features in WOM Scouter. Associated topic extraction finds out competitive products from blog entries commenting on a specified product. The main feature is to apply product ontology in addition to natural language processing. By looking up a term on product ontology, the product domain is identified in blog entries, and general nouns are excluded. Another feature is to evaluate an importance of each product by means of two kinds of smoothing functions based on link popularity and document frequency. The experimental evaluation shows that the proposed algorithm is closer to blog readers' impression than TF-IDF.
Index Terms:
topic extraction, ontology, consumer generated media
Citation:
Shinichi Nagano, Masumi Inaba, Yumiko Mizoguchi, Takayuki Iida, Takahiro Kawamura, "Ontology-Based Topic Extraction Service from Weblogs," icsc, pp.468-475, 2008 IEEE International Conference on Semantic Computing, 2008
Usage of this product signifies your acceptance of the Terms of Use.