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- Title
An Efficient Algorithms for Generating Frequent Pattern Using Logical Table With AND, OR Operation.
- Authors
Malpani, Kamlesh; Pal, P. R.
- Abstract
Frequent Pattern Mining plays an essential role in many data mining tasks that try to find interesting patterns from databases, such as association rules, correlations, Market basket analysis is a useful method of discovering customer purchasing patterns by extracting associations or co-occurrences in transactional databases[1]. Information obtained from the analysis can be used in marketing, sales, service, and operational strategies, In this paper, we propose a new algorithm based Logical Operation (AND,OR). In this algorithms we are using simple Logical operation (AND, OR) on data set containing items. We use simple table to perform AND, OR operation to avoid joining and pruning. The advantage of this new technique is fast operation on dataset containing items and provides facilities to avoid unnecessary scans to the database
- Subjects
COMPUTER algorithms; DATA mining; PATTERN recognition systems; DATABASES; ASSOCIATION rule mining; MARKET basket analysis; CONSUMER behavior
- Publication
Computer Science & Telecommunications, 2013, Vol 37, Issue 1, p24
- ISSN
1512-1232
- Publication type
Article