Automatic identification of Chinese weblogger's interests based on text classification

Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings), WI'06

Volumn , Issue , 2006, Pages 247-253

  Xiaochuan, Ni ^a   Xiaoyuan, Wu ^a   Yong, Yu ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); HIERARCHICAL SYSTEMS; WEB SERVICES;

WEBLOGGERS; WEBLOGS;

TEXT PROCESSING;

EID: 42549089143     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WI.2006.47     Document Type: Conference Paper

References (20)

1. A. Mccallum and K. Nigam, "A comparison of Event Models for Naïve Byaes Text Classification", In Proc: of AAAI-98 Workshop on "Learning for Text Categorization", p41-p48, 1998.
2. A. Sun, and E. Lim, "Hierarchical Text Classification and Evaluation", In Proc: of ICDM-2001, p521-p528.
3. D. Fradkin, and P. Kantor, "Methods for Learning Classifier Combinations: No Clear Winner", In Proc: of SAC-05, Santa Fe, New Mexico, USA, 2005.
4. D. Gruhl, R. Guha, D. Liben-Nowell, and A. Tomkins. Information diffusion through blogspace. In Proc: of WWW-2004, p491-p501
5. E. Mayoraz, and E. Alpaydin, "Support vector machines for multiclass classification", In Proc: of the International workshop on Artificial Intelligence neural networks, 1999.
6. F. Qiu, and J. Cho. Automatic Identification of User Interest For Persoanlized Search. In Proc: of WWW-2006.
7. F. Sebastiani, "Machine Learning in Automated Text Categorization", ACM Computing Surveys, Vol.34, No.1, p1-p47, March 2002.
8. http://www.sohu.com/
9. J.D.M. Rennie, L. Shih, J. Teevan, and D.R. Karger, "Tackling the Poor Assumption of Naïve Bayes Text Classifiers", In Proc: of ICML-2003.
10. J. Teevan, S. Dumais, and E. Horvitz. Personalizing Search via Automated Analysis of Interests and Activities. In Proc: of SIGIR-2005.
11. L. S. Larkey, and W. B. Croft, "Combining classifiers in text categorization", In Proc: of SIGIR-96, p289-p297.
12. N. Glance, M. Hurst, and T. Tornkiyo. Blogpulse: Automated trend discovery for weblogs. In WWW 2004 Workshop on the Weblogging Ecosystem: Aggregation, Analysis and Dynamics.
13. Q. Mei, C.Liu, H.Su, and C.Zhai. A Probabilistic Approach to Spatiotemporal Theme Pattern Mining on Weblogs. In Proc: of WWW-2006.
14. R. Kumar, J. Novak, P. Raghavan, and A. Tomkins. On the bursty evolution of blogspace. In Proc: of WWW-2003, p568-p576.
15. R Kumar, J. Novak, P. Raghavan, and A. Tomkins. Structure and evolution of blogspace. Commun. ACM, 47(12):35-39, 2004
16. S. Dumais and H. Chen, "Hierarchical Classification of Web Content", In Proc: of SIGIR-00, Athens, GR, p256-p263
17. T. Joachims, "Text categorization with support vector machines: learning with many relevant features", In Proc: of ECML-98, pl37-pl42.
18. T. Joachims, "A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text Categorization", In Proc: ofICML-97, p143-p151.
19. V. Vapnik, "Principles of risk minimization for learning theory", Advances in Neural Information Processding Systems, p831-p838, 1992.
20. Y, Yang and J.O.Pedersen, A comparative Study on Feature Selection in Text Categorization. In Proc: of ICML-97, p412-p420