DocumentCode
1953579
Title
Social Recommendation in Location-Based Social Network Using Text Mining
Author
Feitosa, R.M. ; Labidi, S. ; Silva dos Santos, Andre Luis ; Santos, Nuno
Author_Institution
Lab. of Intell. Syst., Fed. Univ. of Maranhao, São Luís, Brazil
fYear
2013
fDate
29-31 Jan. 2013
Firstpage
67
Lastpage
72
Abstract
This paper intends to create an application that performs the Data Mining with textual information linked to geolocation data. The structure of the information is distributed in heterogeneous and complex scenario that presents a Social Network. The purpose is that on the final extraction of information, the results are worked for Social Recommendation. However, the recommender systems present some failures in the filtering of the results and the way they are suggested to users. Then, the article presents a methodology of social recommendation to Location-Based Social Network with text mining techniques, and expose issues that still need to research more effective and consolidated results.
Keywords
data mining; information filtering; mobile computing; recommender systems; social networking (online); text analysis; complex information distribution; data mining; geolocation data; heterogeneous information distribution; information extraction; information filtering; location-based social network; recommender systems; social recommendation; text mining techniques; textual information; Collaboration; Data mining; Filtration; Frequency measurement; Geology; Recommender systems; Social network services; data mining; social recommendation; tags;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Modelling & Simulation (ISMS), 2013 4th International Conference on
Conference_Location
Bangkok
ISSN
2166-0662
Print_ISBN
978-1-4673-5653-4
Type
conf
DOI
10.1109/ISMS.2013.99
Filename
6498238
Link To Document