An efficient approach for effectual mining of relational patterns from multi-relational database
Joint Authors
Dhanasekar, Vimal
Angamuthu, Tamilarasi
Source
The International Arab Journal of Information Technology
Issue
Vol. 10, Issue 4 (31 Jul. 2013)9 p.
Publisher
Publication Date
2013-07-31
Country of Publication
Jordan
No. of Pages
9
Main Subjects
Topics
Abstract EN
data mining is extremely challenging and hopeful research topic due to its well-built application potential and the broad accessibility of the massive quantities of data in databases.
Still, the rising significance of data mining in practical real world necessitates ever more complicated solutions while data includes of a huge amount of records which may be stored in various tables of a relational database.
One of the possible solutions is multi-relational pattern mining, which is a form of data mining operating on data stored in multiple tables.
Multi-relational pattern mining is an emerging research area and it has been received considerable attention among the researchers due to its various applications.
In the proposed work, we have developed an efficient approach for effectual mining of relational patterns from multi-relational database.
Initially, the multirelational database is represented using a tree-based data structure without changing their relations.
A tree pattern mining algorithm is devised and applied on the constructed tree-based data structure for extracting the frequent relational patterns. The experimentation is carried out on customer order database and the comparative results demonstrate that the proposed approach is effective and efficient in mining of relational patterns.
American Psychological Association (APA)
Dhanasekar, Vimal& Angamuthu, Tamilarasi. 2013. An efficient approach for effectual mining of relational patterns from multi-relational database. The International Arab Journal of Information Technology،Vol. 10, no. 4.
https://search.emarefa.net/detail/BIM-311880
Modern Language Association (MLA)
Dhanasekar, Vimal& Angamuthu, Tamilarasi. An efficient approach for effectual mining of relational patterns from multi-relational database. The International Arab Journal of Information Technology Vol. 10, no. 4 (Jul. 2013).
https://search.emarefa.net/detail/BIM-311880
American Medical Association (AMA)
Dhanasekar, Vimal& Angamuthu, Tamilarasi. An efficient approach for effectual mining of relational patterns from multi-relational database. The International Arab Journal of Information Technology. 2013. Vol. 10, no. 4.
https://search.emarefa.net/detail/BIM-311880
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references.
Record ID
BIM-311880