DocumentCode :
3585951
Title :
Hybrid model for information filtering in location based social networks using text mining
Author :
Miranda Feitosa, Rodrigo ; Labidi, Sofiane ; Silva dos Santos, Andre Luis
Author_Institution :
Lab. of Intell. Syst., Fed. Univ. of Maranhao, Maranhão, Brazil
fYear :
2014
Firstpage :
242
Lastpage :
247
Abstract :
The research aims to create an application that uses techniques from Machine Learning to extract and collate data geolocated - collected a Social Network, aiming to promote the Social Recommendation users. Existing research in the field of social recommendation deficiencies remain regarding the effectiveness of the filtered data. This paper presents a study and implementation using Text Mining techniques as a proposal for resolution of problems found in social recommendation and more effective results.
Keywords :
data mining; information filtering; learning (artificial intelligence); recommender systems; social networking (online); text analysis; filtered data; hybrid model; information filtering; location based social network; machine learning; social recommendation deficiency; social recommendation user; text mining technique; Collaboration; Geology; Information filtering; Social network services; Text mining; Information Filtering; Social Network; Text Mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Hybrid Intelligent Systems (HIS), 2014 14th International Conference on
Print_ISBN :
978-1-4799-7632-4
Type :
conf
DOI :
10.1109/HIS.2014.7086206
Filename :
7086206
Link To Document :
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