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基于标签树的生长干部招生计划聚类方法

钱高祥 张翀 张维明

国防科技大学学报2013,Vol.35Issue(3):24-29,6.
国防科技大学学报2013,Vol.35Issue(3):24-29,6.

基于标签树的生长干部招生计划聚类方法

Clustering cadet recruiting plans based on labeled trees

钱高祥 1张翀 2张维明1

作者信息

  • 1. 国防科技大学信息系统工程重点实验室,湖南长沙410073
  • 2. 总政治部干部部,北京100031
  • 折叠

摘要

Abstract

Cadets recruiting plan is an essential measurement to prescribe source and quantity of officers,which is significant for the construction and development of officer.With the accumulation of recruiting plans,it is meaningful to make analysis and evaluation of them.By utilizing the clustering technique,this research analyzed recruiting plans in the past years,and provided a quantitative approach to look into the fluctuation of plans and to understand and evaluate closeness of plans with policies.Firstly,the paper summarized characteristics of recruiting plans.Secondly,it proposed a solution which utilized labeled tree to represent recruiting plan and extracted representative subtrees to participate in clustering.Finally,it used co-occurrence idea of " forming clustering cores first,classifying the plans then" to finish the clustering process.Experimental results reveal that the method can provide better clustering results and is efficient.

关键词

招生计划/标签树/聚类

Key words

recruiting plan/ labeled trees/ clustering

分类

信息技术与安全科学

引用本文复制引用

钱高祥,张翀,张维明..基于标签树的生长干部招生计划聚类方法[J].国防科技大学学报,2013,35(3):24-29,6.

基金项目

国家自然科学基金资助项目(60172012) (60172012)

国防科技大学学报

OA北大核心CSCDCSTPCD

1001-2486

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