信息资源管理学报 ›› 2018, Vol. 8 ›› Issue (2): 113-封三.doi: 10.13365/j.jirm.2018.02.113

• 研究论文 • 上一篇    

基于邻近词分析的电子商务技能需求分析

王召义 薛晨杰 刘玉林   

  • 收稿日期:2017-04-19 出版日期:2018-04-26 发布日期:2018-04-26
  • 作者简介:王召义,男,讲师,硕士,研究方向为信息管理,Email:hszhaoyi@163.com;薛晨杰,女,助教,硕士,研究方向为电子商务;刘玉林,男,讲师,硕士,研究方向为数据挖掘。
  • 基金资助:

    本文系2017年安徽省高校优秀青年人才支持计划项目(gxyqZD2017110、gxyq2017196);大学生创客实验室建设计划“Big Data&Analytics Hub 创客实验室”(2016ckjh088);安徽省地方技能型高水平大学建设项目电子商务专业创新创业教育(2016gj16)。

The Analysis of E-commerce Skills Needs Based on the Analysis of Adjacent Words

Wang Zhaoyi Xue Chenjie Liu Yulin   

  • Received:2017-04-19 Online:2018-04-26 Published:2018-04-26

摘要:

本文以网络招聘信息为研究对象,先对其进行描述统计分析,把握企业人才技能基本要求;后对职位描述信息进行分词,统计关键词的词频、词性和词序;再结合语言表述模式,确定核心关键词;最后采用python程序快速查找核心关键词的邻近词,并对有意义的邻近词进行语义分析。从综合素质和专业技能两个方面挖掘电子商务技能需求。

关键词: 电子商务, 技能需求分析, 邻近词, 网络招聘信息

Abstract:

Taking the web recruitment information as the research object, firstly, this paper carries on the descriptive statistical analysis to grasp the basic requirements of enterprise talent skills. Then, it uses Chinese statistical word segmentation on the job description information and counts the frequency, property and order of the keywords. Moreover, it determines the core keywords using the language model. In the end, it finds the adjacent ones of core keywords quickly by using the Python program and takes semantic analysis on the meaningful adjacent words. This paper tries to explore the e-commerce skills needs from the two aspects of comprehensive quality and professional skills.

Key words: E-commerce, Skills needs analysis, Adjacent words, Online recruitment information

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