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An efficient algorithm for extracting infrequent itemsets from weblog
Joint Authors
Bakariya, Brijesh
Thakur, Ghanshyam
Chaturvedi, Kapil
Source
The International Arab Journal of Information Technology
Issue
Vol. 16, Issue 2 (31 Mar. 2019)6 p.
Publisher
Publication Date
2019-03-31
Country of Publication
Jordan
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Abstract EN
Weblog data contains unstructured information.
Due to this, extracting frequent pattern from weblog databases is a very challenging task.
A power set lattice strategy is adopted for handling that kind of problem.
In this lattice, the top label contains full set and at the bottom label contains empty set.
Most number of algorithms follows bottom-up strategy, i.e.
combining smaller to larger sets.
Efficient lattice traversal techniques are presented which quickly identify all the long frequent itemsets and their subsets if required.
This strategy is suitable for discovering frequent itemsets but it might not be worth being used for infrequent itemsets.
In this paper, we propose Infrequent Itemset Mining for Weblog (IIMW) algorithm; it is a top-down breadth-first level-wise algorithm for discovering infrequent itemsets.
We have compared our algorithm IIMW to Apriori-Rare, Apriori-Inverse and generated result in with different parameters such as candidate itemset, frequent itemset, time, transaction database and support threshold.
American Psychological Association (APA)
Bakariya, Brijesh& Thakur, Ghanshyam& Chaturvedi, Kapil. 2019. An efficient algorithm for extracting infrequent itemsets from weblog. The International Arab Journal of Information Technology،Vol. 16, no. 2.
https://search.emarefa.net/detail/BIM-894947
Modern Language Association (MLA)
Bakariya, Brijesh…[et al.]. An efficient algorithm for extracting infrequent itemsets from weblog. The International Arab Journal of Information Technology Vol. 16, no. 2 (Mar. 2019).
https://search.emarefa.net/detail/BIM-894947
American Medical Association (AMA)
Bakariya, Brijesh& Thakur, Ghanshyam& Chaturvedi, Kapil. An efficient algorithm for extracting infrequent itemsets from weblog. The International Arab Journal of Information Technology. 2019. Vol. 16, no. 2.
https://search.emarefa.net/detail/BIM-894947
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-894947