Scholarlink

This chapter introduces computational techniques for data analytics in two sections—market basket analysis and social network analysis. The first section explores frequent itemsets and market basket analysis (MBA). We discuss the Apriori algorithm and its use for identifying frequent itemsets and mining association rules. We then look at typical applications of frequent itemsets mining, other algorithms, and improvements needed for handling big data.

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Computational Techniques

  • 章节

  • 发表日期：

    2025年

查看全文
  • Srikrishnan Sundararajan

摘要

This chapter introduces computational techniques for data analytics in two sections—market basket analysis and social network analysis. The first section explores frequent itemsets and market basket analysis (MBA). We discuss the Apriori algorithm and its use for identifying frequent itemsets and mining association rules. We then look at typical applications of frequent itemsets mining, other algorithms, and improvements needed for handling big data.