Human Involvement In Association Rule Mining

The Role of Human Heuristics in Association Rule Mining

Authors

  • Luxmi Parmar CMJ University
  • Dr. Rajesh Pathak

Keywords:

data mining algorithms, summarisation, classification, target attribute, deviation detection, data characterisation, interpretation, association rule algorithm, associational relationship, transactional database

Abstract

Anumber of data mining algorithms have been introduced to the community thatperform summarisation and classification of data with respect to a targetattribute, deviation detection, and other forms of data characterisation andinterpretation. One popular summarisation and pattern extraction algorithm isthe association rule algorithm. Association rule is described as anassociational relationship between a group of objects in a transactionaldatabase [Zhang S. et.al., 2006]. The following discussion shall be useful toJustify the intervention of human heuristics in the data mining process.

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Published

2011-07-01

How to Cite

[1]
“Human Involvement In Association Rule Mining: The Role of Human Heuristics in Association Rule Mining”, JASRAE, vol. 2, no. 1, pp. 0–0, Jul. 2011, Accessed: Jun. 08, 2025. [Online]. Available: https://ignited.in/index.php/jasrae/article/view/3918

Issue

Vol. 2 No. 1 (2011): Journal of Advances and Scholarly Researches in Allied Education (JASRAE)

Section

Articles

How to Cite

[1]
“Human Involvement In Association Rule Mining: The Role of Human Heuristics in Association Rule Mining”, JASRAE, vol. 2, no. 1, pp. 0–0, Jul. 2011, Accessed: Jun. 08, 2025. [Online]. Available: https://ignited.in/index.php/jasrae/article/view/3918