基于数据挖掘的江苏省艺术类行业城市就业需求力评价

为明确各地市艺术类行业的就业需求趋势状况,找出就业需求影响指数,利用主成分分析与聚类分析方法,选取13个代表性指标对江苏省13个地级市的艺术类行业就业需求进行综合评价与等级划分。结果显示,江苏省13个地级市艺术类行业就业需求综合评价得分排名为:苏州市、南京市、无锡市、南通市、徐州市、常州市、盐城市、淮安市、连云港市、扬州市、宿迁市、镇江市与泰州市。其中,就业需求旺盛地市为:苏州市、南京市、无锡市、南通市;就业需求平稳地市为:徐州市、常州市、淮安市、盐城市、连云港市;就业需求不足地市为:镇江市、泰州市、扬州市、宿迁市。美术与艺术设计类、音乐表演舞蹈类以及编导戏曲类行业是影响艺术类行业城市就业需求评价的主要因素。江苏省应重视就业平稳状态与需求不足状态地区的艺术类行业就业态势,利用科学合理的方法提高各地市的就业需求景气值。

Study On Career Planning and Employment Guidance of the College Students

The employment situation of college students become increasingly serious, the society demands for profound knowledge, skills and comprehensive qualities of college students grow more and more strict. In order to successfully get employed, the college students not only need to do their college career planning in college, but also to master all kinds of skills which are useful while looking for a job. It is serviceable to improve employment competitiveness of the college students, and to take the first step to society.