Application of market-basket analysis on healthcare

被引:5
|
作者
Rao, Abishek B. [1 ]
Kiran, Jammula Surya [1 ]
Poornalatha, G. [1 ]
机构
[1] Manipal Acad Higher Educ, Manipal Inst Technol, Informat & Commun Technol Dept, Manipal, Karnataka, India
关键词
Frequent disease; Frequent itemset; Healthcare; Market-basket analysis; Common symptom;
D O I
10.1007/s13198-021-01298-2
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Data analysis plays a vital role in the present era as it helps us to understand the patterns by exploring it in meaningful ways. Market-basket is one of the main methods used to find frequently occurring items in a transactional database and many researchers use the Apriori algorithm for this purpose. This paper presents the application of Market Basket Analysis to the healthcare section. The present work tries to find frequent diseases that occur together in an area by using the Apriori algorithm. This could help the residents of an area to be more cautious about the frequently occurring diseases and take all possible precautionary measures to safeguard their health. In addition, it could also help the doctors so that, they are ready with required medications to treat the patients.
引用
收藏
页码:924 / 929
页数:6
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