• 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