摘要
高职院校学习平台积累了大量的数据,而这些数据没有得到充分有效的利用。Python简洁易用,深受人们喜爱,积累了大量可用于数据挖掘的程序库。利用开源机器学习库Scikit-Learn及开源深度学习库Keras分别对学习平台中的结构化数据和非结构化数据进行挖掘分析,挖掘结果可用于教师改进教学及学生改进学习。
The learning platform in higher vocational colleges has accumulated a large amount of data, which has not been fully andeffectively utilized. Python is simple and easy to use. It is loved by many people and has accumulated a lot of program libraries thatcan be used for data mining. The open source machine learning library Scikit-Learn and open source deep learning library Kerasare used to mine and analyze the structured and unstructured data in the learning platform respectively. The data mining resultscan be used for teachers to improve teaching and students to improve their learning.
出处
《电脑知识与技术》
2018年第11X期15-17,共3页
Computer Knowledge and Technology
基金
2017年江苏省教育信息化研究课题(20172169)
江苏省学校哲学社会科学研究项目(2016SJB880099)
江苏省现代教育技术研究项目(2018-R-64928)
南通市2015年科技计划项目(GY12015011)
江苏工程职业技术学院2015年校级科研计划项目(GYKY/2015/7)
