Title :
Analyzing Multi-source Social Data for Extracting and Mining Social Networks
Author :
Ting, I-Hsien ; Wu, Hui-Ju ; Chang, Pei-Shan
Author_Institution :
Dept. of Inf. Manage., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Abstract :
In recent years, social computing has become a very popular application in the Internet, and therefore large amount of social (communication) data has been collected in different social computing application. This paper will introduce a methodology to collect and analyze multi-source social, and by this for extracting social networks from the data. A system architecture will also be presented in this paper to show how the data can be collected, pre-processed, analyzed. Furthermore, the system will allow the users to use the data as a resource for personal decision support.
Keywords :
Internet; data mining; decision support systems; social networking (online); Internet; multi-source social data analysis; personal decision support; social networks extraction; social networks mining; system architecture; Artificial intelligence; Cities and towns; Data analysis; Data mining; Data visualization; Electronic mail; IP networks; Information analysis; Information management; Social network services; E-mail; Instant Messenger; Social Network Analysis; Social Networking;
Conference_Titel :
Computational Science and Engineering, 2009. CSE '09. International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-5334-4
Electronic_ISBN :
978-0-7695-3823-5
DOI :
10.1109/CSE.2009.418