DocumentCode
1911073
Title
Construction of a System for Providing Travel Information along Hiroden Streetcar Lines
Author
Ishino, Aya ; Nanba, Hidetsugu ; Takezawa, Toshiyuki
Author_Institution
Grad. Sch. of Inf. Sci., Hiroshima City Univ., Hiroshima, Japan
fYear
2012
fDate
20-22 Sept. 2012
Firstpage
108
Lastpage
111
Abstract
We propose a method for collecting Hiroshima Electric Railway (Hiroden) blog entries in a blog database. Hiroden blog entries are defined as travel journals that provide regional information at Hiroden streetcar stations. The task of collecting Hiroden blog entries is divided into two steps: (1) collection of blog entries, and (2) identification of Hiroden blog entries. To investigate the effectiveness of our method, we conducted some experiments. From the experimental results, we obtained precision of 82.4%, recall of 64.5%, and F-measure of 72.4% in automatic identification of Hiroden blog entries. Finally, we have constructed a system for providing travel information along Hiroden streetcar lines.
Keywords
railways; travel industry; F measure; Hiroden blog entries; Hiroden streetcar lines; Hiroden streetcar station; Hiroshima electric railway blog entries; automatic identification; blog database; travel information; travel journals; Blogs; Data mining; Databases; Educational institutions; Machine learning; Transportation; blog; information extraction; travel information;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Applied Informatics (IIAIAAI), 2012 IIAI International Conference on
Conference_Location
Fukuoka
Print_ISBN
978-1-4673-2719-0
Type
conf
DOI
10.1109/IIAI-AAI.2012.30
Filename
6337167
Link To Document