Extracting promising sequential patterns from RFID data using the LCM sequence

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6278 LNAI, Issue PART 3, 2010, Pages 244-253

  Nakahara, Takanobu ^a   Uno, Takeaki ^b   Yada, Katsutoshi ^a  

^a KANSAI UNIVERSITY   (Japan)

^b NATIONAL INSTITUTE OF INFORMATICS   (Japan)

Author keywords

Data mining; Decision tree; LCM sequence; Path data; Sequential pattern mining

Indexed keywords

DECISION TREE MODELS; EFFICIENT ALGORITHM; FREQUENT SEQUENCES; LCM SEQUENCE; PATH DATA; RF-ID TAGS; SEQUENTIAL PATTERNS; SEQUENTIAL-PATTERN MINING; SHOPPING CARTS; SPATIAL CONFIGURATION;

ALGORITHMS; CUSTOMER SATISFACTION; DECISION TREES; KNOWLEDGE BASED SYSTEMS; RADIO FREQUENCY IDENTIFICATION (RFID); RADIO NAVIGATION; RETAIL STORES; SALES;

DATA MINING;

EID: 78449237333     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15393-8_28     Document Type: Conference Paper

References (6)

1. Larson, J.S., Bradlow, E.T., Fader, P.S.: An exploratory look at supermarket shopping paths. International Journal of Research in Marketing 22(4), 395-414 (2005)
2. Yada, K.: String analysis technique for shopping path in a supermarket. Journal of Intelligent Information Systems (2009)
3. Ohtani, H., Kida, T., Uno, T., Arimura, H.: Efficient serial episode mining with minimal occurrences. In: Proceedings of the third ICUIMC, pp. 457-464. ACM Press, New York (2009)
4. http://research.nii.ac.jp/~uno/code/LCMseq.htm
5. Bay, S.D., Pazzani, M.J.: Detecting change in categorical data: Mining contrast sets. In: Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 302-306. ACM Press, New York (1999)
6. Dong, G., Li, J.: Efficient mining of emerging patterns: Discovering trends and differences. In: Proceedings of the fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 43-52. ACM Press, New York (1999)