Association Rule Mining using Apriori algorithm for work - related beliefs of Generation X and Generation Y.
Journal Title: International Journal of Scientific Research and Management - Year 2015, Vol 3, Issue 7
Abstract
Market - Basket Analysis is a process to analyze the habits of buyers to find the relationship between different items in their market basket. The discovery of these relationships can help the merchant to develop a sales strategy by considering the items frequently purchased together by customers. In this article, the data mining with market basket analysis method is implemented, for work - related beliefs of Generation X and Generation Y. The data testing is conducted from collection of questionnaire. There are 20 questions in our questionnaire. The data for frequent questions performed by Apriori algorithm to get the relation that often appear in the database. The questions are generated association rules after decoding. One frequent question can gen erate association rules and find the confidence. The test results show, the application can generate the information what kind of work - related beliefs are frequently bought in the same Generation according to the Association Rules criteria. Results from th e mining process show a correlation between the data (association rules) including the support and confidence that can be analyzed. This information will give additional consideration for work - related beliefs of Generation X and Generation Y to make furthe r decision
Authors and Affiliations
Dr. Bhagirathi Nayak
Keywords
Related Articles
- EP ID EP217354
- DOI -
- Views 70
- Downloads 0
An Analysis of Fruit Detection a nd Yield Estimation Using o n Tree Image
In this paper, we present a technique to evaluate citrus fruit yield from the tree images. Manually counting the fruit for yield estimation for marketing and other managerial tasks is time consuming and requires more hum...
Formation of an effective pigment model from present models for better gamma encrypting in image control
Human vision is an important factor in the areas of image processing. Research has been done for years to make automatic imag e handling but still human intervention cannot be denied and thus better human inte...
Performance Appraisal
People differ in their abilities and their aptitudes. There is always some difference between the quality and quantity of the same work on the same job being done by two different people. Performance...
Amino Acid Composition of Cissus Populnea Stem Bark Extract
The qual itative and quantitative analyses of the composition of amino acid in ground stem bark of Cissus populnea was studied as preliminary part of a wider study. Ground Cissus stem bark, 8gm of, was dried to constan...
Experimental Determination of Ferrocast Confined Cylindrical Columns
Methods of construction have changed over ages. As new materials of construction were evolved, new suitable techniques to exploit their use were developed. Simila rly, use of ferrocast sectio...