计算机与现代化 ›› 2011, Vol. 1 ›› Issue (6): 199-4.doi: 10.3969/j.issn.1006-2475.2011.06.055

• 中文信息技术 • 上一篇    下一篇

改进的关联规则在文献个性化检索中的应用研究

郑羽洁,章杰鑫   

  1. 广西经济管理干部学院,广西 南宁 530007
  • 收稿日期:2011-03-14 修回日期:1900-01-01 出版日期:2011-06-29 发布日期:2011-06-29

Application Research on Improved Association Rules in Literature Personalized Searching

ZHENG Yu-jie, ZHANG Jie-xin   

  1. Guangxi Economic Management Cadre College, Nanning 530007, China
  • Received:2011-03-14 Revised:1900-01-01 Online:2011-06-29 Published:2011-06-29

摘要: 针对当前高校图书馆文献检索系统不能面向不同读者提供个性化检索服务的弱点,进行文献个性化检索的研究,提出将关联规则运用于对原始检索结果集按照读者层次进行个性化排序的设想,并以某高校图书馆的数据为例,详细描述利用改进的关联规则算法挖掘历史借阅数据,然后利用挖掘结果进行排序的过程,理论和实验验证将关联规则应用在文献个性化检索中的可行性。

关键词: 数据挖掘, 关联规则, 文献检索, 排序

Abstract: In accordance with the shortcomings of library literature searching system which can not provide personalized searching service for different readers, this paper researches how to carry out personalized searching, brings up an idea of applying association rules in the original searching result personalized sorting by readers level, through data of a certain university library, describes the process of sorting for the mining result, to test and verify the feasibility of application association rules in literature personalized searching.

Key words: data mining, association rules, literature searching, sorting