基于关联规则数据挖掘的献浆者招募形式研究  

Research on recruitment of plasma donors based on the association rule in data mining

作　　者：姚振斐 谭伟中[1] 

机构地区：[1]上海生物制品研究所有限责任公司血源管理中心,上海200051

出　　处：《中国输血杂志》2015年第6期735-737,共3页Chinese Journal of Blood Transfusion

摘　　要：采用计算机技术,探索提升献浆者招募效率和质量的途径,进一步建立献浆长效机制。构建数据仓库建立一套献浆者多维数据集,采用数据挖掘中关联规则方法,研究分析宜春市上生单采血浆有限公司2013年2 730名合格献浆者相关数据。通过关联规则分析得出一系列献浆者招募的相关规则。利用关联规则数据挖掘技术,为进一步转被动为主动方式发展献浆者提供决策支持的依据,使献浆者招募进入一个全新的发展领域。Objective To explore ways to improve the efficiency of recruiting plasma donors and plasma quality using computer technology, and to establish a long term plasma donation mechanism. Methods A multidimensional dataset of plasma donors was established by building a data warehouse. By employing data mining association rules, research and analysis were conducted on the data of 2 730 eligible plasma donors in Yichun Plasma Station in 2013. Results Using association rules, a series of rules related to recruitment of plasma donors was derived. Conclusion The employment of data mining association rules provides decision support in a more active way for recruiting plasma donors, which will bring the recruitment of plasma donors to a new development level.

关 键 词：献浆者招募 血源管理 数据仓库 数据挖掘 关联规则 

分 类 号：R193.3[医药卫生—卫生事业管理] TP31[医药卫生—公共卫生与预防医学]