Comparative advantage approach for sparse text data clustering

Proceedings - IEEE 9th International Conference on Computer and Information Technology, CIT 2009

Volumn 1, Issue , 2009, Pages 3-8

  Ji, Jie ^a   Chan, Tony Y T ^b   Zhao, Qiangfu ^a  

^a UNIVERSITY OF AIZU   (Japan)

^b UNIVERSITY OF AKUREYRI   (Iceland)

Author keywords

Comparative advantage; Dimension reduction; Document clustering; K means; Key term extraction; Sparsity

Indexed keywords

COMPARATIVE ADVANTAGE; DIMENSION REDUCTION; DOCUMENT CLUSTERING; K-MEANS; KEY TERM EXTRACTION;

CLUSTER ANALYSIS; CONTENT BASED RETRIEVAL; INFORMATION RETRIEVAL; INFORMATION TECHNOLOGY; VECTOR SPACES;

CLUSTERING ALGORITHMS;

EID: 73449121093     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIT.2009.22     Document Type: Conference Paper

References (14)

1. Melanie Mitchell, An Introduction to Genetic Algorithms, MIT Press, 1998.
2. J. B. MacQueen, "Some Methods for classification and Analysis of Multivariate Observations", Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability, Berkeley, University of California Press, pp. 281-297, 1967.
3. J. A. Hartigan, Clustering Algorithms. Wiley, 1975.
4. J. A. Hartigan and M. A. Wong, "A k-Means Clustering Algorithm", Applied Statistics, Vol. 28, No. 1, pp.100-108, 1979.
5. G. Salton and C. Buckley, "Term-weighting approaches in automatic text retrieval," Information Processing & Management 24(5), pp. 513-523, 1988.
6. L. Bauer, Introducing linguistic morphology, 2nd ed., Georgetown University Press, 2003.
7. W. B. Frakes and R. Baeza-Yates, Information Retrieval: Data Structures and Algorithms, Prentice Hall, 1992.
8. S. P. Lloyd, "Least Squares Quantization in PCM," IEEE Transactions on Information Theory, vol. 28, no. 2, pp. 129-137, 1982.
9. I. S. Dhillon and Dharmendra S. Modha, "Concept Decompositions for Large Sparse Text Data Using Clustering", Machine Learning, vol. 42, Jan. 2001, pp. 143-175, doi: 10.1023/A:1007612920971.
10. S. Zelikovitz, H. Hirsh, "Using LSI for text classification in the presence of background text", Proceedings of the tenth international conference on Information and knowledge management, pp. 113-118, 2001, ISBN:1-58113-436-3.
11. G. Salton and M. J. McGill, Introduction to Modern Retrieval, McGraw-Hill, 1983.
12. A. O'Sullivan and S. M. Sheffrin, Economics: Principles & Tools, 3rd ed., Prentice Hall, 2002.
13. P. Hardwick, B. Khan and J. Langmead, An Introduction to Modern Economics, 5th ed., Prentice Hall, 1999.
14. ftp://ftp.cs.cornell.edu/pub/smart