Hybrid Computational Intelligent Systems

Chapter 6 Analysis and research on book borrowing tendency based on Apriori algorithm

Yan Ma, Chengxiang Shi, Rui Jiang, Xiaoqing Li, and Fangfang Chen

Chongqing University of Education

DOI: 10.1201/9781003381167-6

Contents

• 6.1 Introduction
• 6.2 Relevant theories
  • 6.2.1 Association rules
  • 6.2.2 Apriori algorithm
• 6.3 Analysis of book borrowing data based on Apriori algorithm
  • 6.3.1 Data preprocessing
  • 6.3.2 Description and analysis of influencing factors of book borrowing volume
    • 6.3.2.1 Relationship between book types and book borrowing
    • 6.3.2.2 Relationship between grade and book borrowing
    • 6.3.2.3 Relationship between time period and book borrowing
    • 6.3.2.4 Relationship between college and book borrowing
    • 6.3.2.5 Relationship between major and ...