Title :
A Systematic Approach to Visualize Blogs Network Based on Clustering
Author :
Gao, Jing ; Lai, Wei
Author_Institution :
Fac. of Inf. & Commun. Technol., Swinburne Univ. of Technol., Hawthorn, VIC, Australia
Abstract :
The blogshpere is a huge community which contains lots of groups which are formed based on different purpose, such as interest based, working based and company based. People always urge to find these kinds of groups to gain related information. Having this idea, we propose a clustering based visualization interface using keywords graph to contribute special techniques for exploring those groups and the relationships among them. Interactions between users and the created keywords graph are also provided. Compared to other applications on blog visualization, our approach utilized the ontology knowledge to analysis and automatically generate different groups and give a meaningful layout.
Keywords :
Web sites; data visualisation; graph theory; ontologies (artificial intelligence); pattern clustering; blogs network; blogshpere; clustering based visualization interface; company based group; interest based group; keywords graph; ontology knowledge; working based group; Blogs; Communications technology; Computer networks; Data mining; Data visualization; History; Information technology; Ontologies; Social network services; Web sites; Blogsphere; Clustering; Visualization;
Conference_Titel :
Computer Sciences and Convergence Information Technology, 2009. ICCIT '09. Fourth International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5244-6
Electronic_ISBN :
978-0-7695-3896-9
DOI :
10.1109/ICCIT.2009.37