基于关联规则挖掘研究学科间相关性

Research on Relativity between Subjects Based on Association Rule Mining

应用关联规则挖掘方法从中文社会科学引文索引(CSSCI)数据库提供的论文引用情况中挖掘关 联规则,进而探讨社会科学各学科间相关性问题。本文首先介绍关联规则的基本概念;然后对所需数据进行整 理,并从三个角度考虑,分别计算频繁项目的支持度与置信度,得到三个关联规则表;最后对得到的关联规则进 行分析,得出结论。

This article discusses relativity between subjects of social science based on association rule mining data from information of paper citing in CSSCI. The article introduces basic concepts about association rule at first; then disposals data, calculates supports and confidences of frequent items and infers association rules tables from three points of view; in the end analyses inferred association rules and draws conclusions.