Mining web frequent multi-dimensional sequential patterns

Information Technology Journal

Volumn 10, Issue 12, 2011, Pages 2434-2439

  Huang, Guoyan ^a   Zuo, Na ^a   Ren, Jiadong ^a  

^a YANSHAN UNIVERSITY   (China)

Author keywords

Memory Indexing; Multi dimensional sequential pattern; PrefixMDSpan; Projected database

Indexed keywords

END USERS; MEMORY INDEXING; MULTIPLE SCANNING; PATTERN MINING; PREFIXMDSPAN; PROJECTED DATABASE; SEQUENCE DATA; SEQUENTIAL PATTERNS; SEQUENTIAL-PATTERN MINING;

ALGORITHMS; DATABASE SYSTEMS; INDEXING (OF INFORMATION); MINING; USER INTERFACES;

DATA MINING;

EID: 80053952690     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2011.2434.2439     Document Type: Article

References (10)

1. Agrawal, R. and R. Srikant, 1995. Mining sequential patterns. Proceedings of the 11th International Conference on Data Engineering, March 6-10, Taipei, Taiwan, pp: 3-14.
2. Chang, J. H., 2011. Mining weighted sequential patterns in a sequence database with a time-interval weight. Knowledge-Based Syst, 24:1-9.
3. Lin, M. and S. Lee, 2005. Fast discovery of sequential patterns through memory indexing and database partitioning. J. Inform. Sci. Eng., 21:109-128. (Pubitemid 40155207)
4. Lin, M. Y., S. C. Hsueh and C. W. Chang, 2008a. Fast discovery of sequential patterns in large databases using effective time-indexing. Inform. Sci., 178:4228-4245.
5. Lin, M. Y., S. C. Hsueh and C. W. Chang, 2008b. Mining closed sequential patterns with time constraints. J. Inform. Sci. Eng., 24:33-46.
6. Pei, J., J. Han and W. Wang, 2007. Constraint-based sequential pattern mining: The pattern-growth methods. J. Intell. Inform. Syst, 28:133-160. (Pubitemid 46479918)
7. Pei, J., J. Han, B. Mortazavi-Asl, J. Wang and H. Pinto et al., 2004. Mining sequential patterns by pattern-growth: The prefixspan approch. IEEE Trans. Knowledge Data Eng., 16:1424-1440. (Pubitemid 40242330)
8. Pinto, H., J. Han, J. Pei, K. Wang, Q. Chen and U. Dayal, 2001. Multi-dimensional sequential pattern mining. Proceedings of the 10th International Conference on Infonnation and Knowledge Management, Oct. 5-10, Atlanta, GA., pp: 81-88. (Pubitemid 34974617)
9. Srikant, R. and R. Agrawal, 1996. Mining sequential patterns: Generalizations and performance improvements. Proc. Int. Conf. Extend. Database Technol, 1057:3-17.
10. Yu, C. C. and Y. L. Chen, 2005. Mining sequential patterns from multidimensional sequence data. IEEE Trans. Knowledge Data Eng., 17:136-140.