An outsider's view on "topic-oriented blogging"
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Structure and evolution of blogspace
Communications of the ACM - The Blogosphere
Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Thumbs up?: sentiment classification using machine learning techniques
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Using cocitation information to estimate political orientation in web documents
Knowledge and Information Systems
Mining blog stories using community-based and temporal clustering
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Latent Friend Mining from Blog Data
ICDM '06 Proceedings of the Sixth International Conference on Data Mining
Mining opinions from the Web: Beyond relevance retrieval
Journal of the American Society for Information Science and Technology
Seeking stable clusters in the blogosphere
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
GDClust: A Graph-Based Document Clustering Technique
ICDMW '07 Proceedings of the Seventh IEEE International Conference on Data Mining Workshops
Proceedings of the 17th international conference on World Wide Web
Opinion integration through semi-supervised topic modeling
Proceedings of the 17th international conference on World Wide Web
Clustering Blogs with Collective Wisdom
ICWE '08 Proceedings of the 2008 Eighth International Conference on Web Engineering
Lexical acquisition and clustering of word senses to conceptual lexicon construction
Computers & Mathematics with Applications
Sentiment Clustering: A Novel Method to Explore in the Blogosphere
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Web Search Clustering and Labeling with Hidden Topics
ACM Transactions on Asian Language Information Processing (TALIP)
An evaluation study of clustering algorithms in the scope of user communities assessment
Computers & Mathematics with Applications
Chinese Blog Clustering by Hidden Sentiment Factors
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Interactive clustering of text collections according to a user-specified criterion
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Application of ant K-means on clustering analysis
Computers & Mathematics with Applications
Comparison of distance measures for graph-based clustering of documents
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Hierarchically clustered technical blogs
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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Blog clustering is an important approach for online public opinion analysis. The traditional clustering methods, usually group blogs by keywords, stories and timeline, which usually ignore opinions and emotions expressed in the blog articles. In this paper, an integrated graph-based model for clustering Chinese blogs by embedded sentiments is proposed. A novel graph-based representation and the corresponding clustering algorithm are applied on the Chinese blog search results. The proposed model SoB-graph considers not only sentiment words but also structural information in blogs. Experimental results show that comparing with the traditional graph-based document representation model and vector space document representation model, the proposed SoB-graph model has achieved better performance in clustering sentiments in Chinese blog documents.