基于层次结构的农民工就业特征模型研究  

Study on the Employment Feature Model of Migrant Workers Based on the Hierarchical Structure

作　　者：陈玉峰[1] 张红燕[1] 敬松[1] 谢元瑰[1] 隆珂[1] 

机构地区：[1]湖南农业大学信息科学技术学院,长沙410128

出　　处：《中国农学通报》2013年第11期101-106,共6页Chinese Agricultural Science Bulletin

基　　金：国家科技支撑计划重大项目"农村物联网基础平台共性关键技术研究"(2012BAD35B05);湖南省研究生科研创新项目"时间序列分析方法在农业虫害预测中的应用研究"(CX2012B307);湖南农业大学大学生科技创新基金项目"时间序列分析方法在农业虫害预测中的应用研究"(2012ZK63)

摘　　要：为了更有效地为农民工提供个性化就业推荐信息,促进农村剩余劳动力转移。通过采用层次结构表示方法融合决策树模型和向量空间模型,分析了农民工就业个性化推送服务的特点,并将农民工的基本信息特征与其网络上求职的操作特征有机结合,建立农民工就业特征模型。实证结果表明,该模型能够更好地对农民工的就业特征进行表示,提高就业推荐准确率。To provide employment recommendation information for migrant workers more specitic and promote the transfer of rural surplus labor, we integrate the decision tree model and vector space model into hierarchical structure representation method, analyze the characteristics of personalized employment recommendation service for migrant workers, combine the basic characteristics of the migrant workers with their concrete operation for job wanted on the network, then establish an employment characteristics model for migrant workers. The results showed that, the model could represent the employment characteristics of the migrant workers more effectively than existing models, so as to improve the recommendation accuracy for the employment of the migrant workers.

关 键 词：层次结构 农民工 就业 特征模型 个性化推荐 

分 类 号：TP399[自动化与计算机技术—计算机应用技术]