Intelligent Indexing Algorithm for the Association Rules of a Multi-Layer Distributed Database

Authors

  • Hao Peng School of Information and Mechanical & Electrical Engineering, Hunan International Economics University, Changsha 410202, China
  • Shun Yang School of Information and Mechanical & Electrical Engineering, Hunan International Economics University, Changsha 410202, China
  • Qiong Liu School of Information and Mechanical & Electrical Engineering, Hunan International Economics University, Changsha 410202, China
  • Qiong Peng School of Information and Mechanical & Electrical Engineering, Hunan International Economics University, Changsha 410202, China
  • Qiao Li Hao Peng∗, Shun Yang, Qiong Liu, Qiong Peng and Qiao Li School of Information and Mechanical & Electrical Engineering, Hunan International Economics University, Changsha 410202, China

Abstract


In order to improve the retrieval ability of multi-layer distributed database association rules, a multi-layer distributed database association rule intelligent
indexing method based on fuzzy correlation cluster analysis is proposed. The feature reconstruction of multi-layer distributed database association
rules is carried out by the phase-space reconstruction method, the discrete fusion of multi-layer distributed database association rules is carried out
by the rough set feature matching method, the association rule feature quantity mining and the statistical regression analysis are carried out in the
multi-layer distributed database, the multi-layer distributed database association rules are extracted by the multi-grid partitioning method, and the key
information index model of multi-layer distributed database association rules is established. The simulation results show that the multi-layer distributed
database association rule intelligent index has a high fusion degree and high accuracy.

Keywords: Multi-tier Distributed Database; Association Rules; Intelligent Index; Information Fusion; Clustering

Cite As

H. Peng, S. Yang, Q. Liu, Q. Peng, Q. Li, “Intelligent Indexing Algorithm for the Association Rules of a Multi-Layer
Distributed Databaseâ€, Engineering Intelligent Systems, vol. 28 no. 4, pp. 229-240, 2020.


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Published

2020-12-01

Issue

Vol. 28 No. 4 (2020): International Journal of Engineering Intelligent Systems

Section

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