DocumentCode :
3691922
Title :
The optimization of apriori algorithm based on array and its application in the analysis of insurance clients
Author :
Jun Liu;Meiling Cong
Author_Institution :
Computer Academy Shenyang Aerospace University, China
fYear :
2015
fDate :
9/1/2015 12:00:00 AM
Firstpage :
1
Lastpage :
4
Abstract :
The explosive growth of the insurance data puts forward a higher demand for the data processing of the internet of things. This paper adopts distributed database as the underlying data storage, combines with array-based apriori technology on the basis of data mining, applies and queries, and proposes a type of array-based apriori optimization algorithm. Array-based data layout, first stacks data arrays, applies the apriori optimized algorithm to each stack, and connects by adopting the descending order. The improved algorithm reduces the number of connections, decreases the the number of scans and improves memory utilization.
Keywords :
"Algorithm design and analysis","Arrays","Insurance","Association rules","Transaction databases"
Publisher :
ieee
Conference_Titel :
e-Technologies and Networks for Development (ICeND),2015 Forth International Conference on
Type :
conf
DOI :
10.1109/ICeND.2015.7328539
Filename :
7328539
Link To Document :
بازگشت