Efficient label propagation for classification on information networks

ACM International Conference Proceeding Series

Volumn , Issue , 2012, Pages 41-46

  Anh, Nguyen Thi Kim ^a   Thanh, Vu Minh ^a   Linh, Ngo Van ^a  

^a HANOI UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Viet Nam)

Author keywords

Information network; Label propagation; Web classification; Web mining

Indexed keywords

BIBLIOGRAPHIC INFORMATION NETWORKS; CLASSIFICATION ACCURACY; CLASSIFICATION ALGORITHM; GRAPH-BASED; INFORMATION NETWORKS; LABEL PROPAGATION; NETWORK GRAPH; NETWORK STRUCTURES; NETWORKED DATUM; NOISY DATA; REGULARIZATION FRAMEWORK; WEB CLASSIFICATION; WEB MINING; WEB PAGE CLASSIFICATION;

CLASSIFICATION (OF INFORMATION); COMMUNICATION; INFORMATION SERVICES; INFORMATION TECHNOLOGY; ITERATIVE METHODS; LEARNING ALGORITHMS; WEBSITES;

DATA MINING;

EID: 84866594026     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2350716.2350725     Document Type: Conference Paper

References (10)

1. Duan Y., Gao Y., Ren X., Che H. and Yang K., Semi- Supervised Classification and Noise Detection, Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009.
2. Galstyan, A., Cohen, P.R, Inferring useful heuristics from the dynamics of iterative relational classifiers. In: Proceedings of IJCAI-05, 19th International Joint Conference on Artificial Intelligence, 2005.
3. Galstyan, A., Cohen, P.R, Relational classification through three-state epidemic dynamics. In Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, 2006.
4. Galstyan, A., Cohen, P.R, Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification, In Proceedings of the 17th international conference on Inductive logic programming, 2007.
5. Ji M., Han J., and Danilevsky M., Ranking-based classification of heterogeneous information networks, KDD'11, San Diego, California, USA, 2011.
6. Macskassy S. A., and Provost F. J., A Simple Relational Classifier, Workshop on Multi-Relational Data Mining in conjunction with KDD-2003, 2003.
7. Neville J. and Jensen D., Iterative classification in relational data, Proc. AAAI-2000 Workshop on Learning Statistical Models from Relational Data, pages 13-20. AAAI Press, 2000.
8. Nguyen Minh Trung, Nguyen Duc Tam, Nguyen Hong Phuong, Using main content extraction to improve performance of Vietnamese web page classification, In SoICT 2011 October 13-14, 2011, Hanoi, Vietnam.
9. Tian Y. H., Gao W., and Huang T. J., Context-Based Classification for Link Data, Proceedings of International Conference on Web-Based Learning, 233-240, Aug.2004, Beijing, China. Lecture Notes in Computer Science 3143, Springer.
10. Zhang Y., Wang Y., Bing L., Zhang Y., Weighting Links Using Lexical and Positional Analysis inWeb Ranking, The Ninth International Conference on Web- Age Information Management, pages 9-16, 2008.