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 :
بازگشت