高教学刊2024，Vol.10Issue(4)：25-29,5.DOI:10.19980/j.CN23-1593/G4.2024.04.007
新文科背景下基于Blockly的机器学习实验教学平台设计与实现
摘要
Abstract
Under the background of New liberal arts construction,aiming at the problem that the liberal arts students have little programming experience and have difficulty in machine learning experiment,this paper designs and realizes a machine learning experiment teaching platform based on Blockly programming.The platform is composed of four parts:teacher management,student experiment,system management and public module.It adopts B/S architecture and is implemented by Python and Blockly.The platform takes natural language processing as the first experiment teaching case,and has successfully completed the experiment teaching task through online teaching practice.关键词
实验教学平台/Blockly/机器学习/自然语言处理/新文科Key words
experimental teaching platform/Blockly/machine learning/natural language processing/new liberal arts分类
社会科学引用本文复制引用
张自然,石义金..新文科背景下基于Blockly的机器学习实验教学平台设计与实现[J].高教学刊,2024,10(4):25-29,5.基金项目
湖北高校省级教学研究项目"电子商务虚拟仿真实验教学理论与实践研究"(2017098) （2017098）
2019年湖北省高校实验室实验教学研究项目"基于大数据辅助的高校实验室资金建设项目立项排序方法优化研究"(201982) （201982）
华中师范大学2021年校级实验室研究项目"新文科背景下信息资源管理专业综合实验课程思政教学改革研究"(2021sys07) （2021sys07）
