基于关联规则的期刊论文参考文献决策分析研究——以《控制与决策》期刊为例

Research on Decision Analysis of Journal Paper References Based on Association Rules——The Case of Control and Decision

【目的/意义】鉴于参考文献在期刊论文发表过程中的重要性,提出基于关联规则的期刊论文参考文献分析研究。【方法/过程】以《控制与决策》的论文作为样本数据,利用XML技术实现数据结构化转换,运用关联规则方法从参考文献中的作者相关性、主题分析和来源期刊相关性展开研究,探究期刊参考文献之间隐含的相关关系。【结果/结论】研究发现,作者之间存在不对称的合作和同被引相关性,参考文献引用能够支持目标期刊论文主题的研究。同时,参考文献来源期刊之间存在一定的相关性,但时间性因素影响不强。研究结果能为论文写作和刊发编辑等过程提供相关的决策参考意见和建议。

【Purpose/significance】Given the importance of references in the publishing process of journal papers, an analy-sis and research of the references based on association rules is proposed.【Method/process】It takes the papers published inthe journal of Control and Decision as sample data. XML（Extensible Markup Language） is used to transform data as thestructure ones, which can be applied to the research of the correlation of authors, theme analysis and correlation analysis ofsource journals in the references by executing the association rules. It tries to discover the correlation hidden in the refer-ences.【Result/conclusion】The study found that the authors have asymmetric cooperation and co-citation, and the referenc-es can support the research of the subject of the target journals. Meanwhile, there is some correlations between the sourcesof the references in which the time-related factors is not strong. The research results can provide relevant decision-makingcomments and suggestions for the writing, publishing and editing of the paper.