Apriori算法在信息与计算科学专业课程设置中的应用

The application of Apriori algorithm in curriculum design of information and computational science

课程设置是大学教育教学的核心问题,根据人才需求,结合专业特点,以京津冀地区数据分析方向岗位招聘信息为数据集,每条招聘信息为样本,将各个招聘条件转化为项,运用Apriori算法找出频繁项集及强关联规则,对信息与计算科学专业数据分析方向的课程设置给出建议.

The curriculum design is the core of college education teaching problem.According to the needs of the talents,combined with professional characteristics,collected the data of post recruitment information about data analysis in Beijing-Tianjin-Hebei region,takes each recruitment information as a sample,translates each recruitment condition into item.Apriori algorithm is applied to find frequent itemsets and association rules in recruitment information data,and some advice is proposed for curriculum setting of data analysis direction for information and computing science.