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Improving the Effectiveness of POI Search by Associated Information Summarization

Abstract: 

The demand for map services has risen significantly in recent years due to the popularity of mobile devices and wireless networks. Since there are always emerging point-of-interest (POI) in the real world, mining POIs shared by users from the Web has been a challenging problem to enrich existing POI database. However, crawling address-bearing pages and extracting POI relations are only the fundamentals for constructing POI database, the description of POIs, i.e. the services and products that POIs provide are especially essential for POI search. In this paper, we propose the summarization of POI associated information to improve the search effectiveness to avoid mismatches between users’ queries and the relevant POIs by integrating our constructed POI database with Google place API to collect POIs shared by users from the Web. Experimental results showed that the integrated POI search service outperforms other similar services, such as Wikimapia and a commercial app, What’s the number.

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Paper Details

Authors:
Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng
Submitted On:
22 November 2016 - 9:56am
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Hsiu-Min Chuang
Paper Code:
107
Document Year:
2016
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[1] Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng, "Improving the Effectiveness of POI Search by Associated Information Summarization", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/1294. Accessed: Aug. 19, 2017.
@article{1294-16,
url = {http://sigport.org/1294},
author = {Hsiu-Min Chuang; Chia-Hui Chang; Chung-Ting Cheng },
publisher = {IEEE SigPort},
title = {Improving the Effectiveness of POI Search by Associated Information Summarization},
year = {2016} }
TY - EJOUR
T1 - Improving the Effectiveness of POI Search by Associated Information Summarization
AU - Hsiu-Min Chuang; Chia-Hui Chang; Chung-Ting Cheng
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/1294
ER -
Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng. (2016). Improving the Effectiveness of POI Search by Associated Information Summarization. IEEE SigPort. http://sigport.org/1294
Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng, 2016. Improving the Effectiveness of POI Search by Associated Information Summarization. Available at: http://sigport.org/1294.
Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng. (2016). "Improving the Effectiveness of POI Search by Associated Information Summarization." Web.
1. Hsiu-Min Chuang, Chia-Hui Chang, Chung-Ting Cheng. Improving the Effectiveness of POI Search by Associated Information Summarization [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/1294