多平台协同融合的“虚拟人工智能实验室”的构建与实践  

Construction and Practice of Virtual Artificial Intelligence Laboratory with Multi-platform Collaboration and Integration

作　　者：潘志宏 钟志杰 李伟生 汤庸[3] PAN Zhihong;ZHONG Zhijie;LI Weisheng;TANG Yong(School of Information and Intelligent Engineering,Guangzhou Xinhua University,Guangzhou 510520,China;School of Artificial Intelligence,South China Normal University,Foshan 528225,Guangdong,China;School of Computer Science,South China Normal University,Guangzhou 510631,China)

机构地区：[1]广州新华学院信息与智能工程学院,广州510520 [2]华南师范大学人工智能学院,广东佛山528225 [3]华南师范大学计算机学院,广州510631

出　　处：《实验室研究与探索》2024年第5期102-105,152,共5页Research and Exploration In Laboratory

基　　金：国家自然科学基金项目(U1811263);2022年度广东省本科高校高等教育教学改革项目(粤教高函[2023]4号);2022年度广东省本科高校在线开放课程指导委员会研究课题(2022ZXKC566);2022年广州新华学院高等教育教学改革项目(2022J025)。

摘　　要：针对当前高校人工智能课程教学存在实验时间与设备不足、实验课堂师生互动少和实验效果评估难度大等问题,构建一个集实验实训、师生互动交流、知识沉淀、课程项目管理为一体的虚拟人工智能实验平台。依托学者网课程平台和在线人工智能实践环境搭建虚拟实验平台,同时构建师生学习共同体和激励机制。通过虚拟实验平台开展“练-用-创”三维一体的教学活动,让教师全程监督并协助学生进行实践创新和成果输出。虚拟实验平台提升学生人工智能课程的实验效果,增加创新实践成果输出,为应用型高校开展人工智能实验教学提供参考。To solve the problems of insufficient experimental time and equipment,little interaction between teachers and students in the experimental teaching,and difficulty in evaluating experimental effects in the teaching of artificial intelligence courses in universities,we construct a virtual artificial intelligence experimental platform by integrating experimental training,teacher-student interaction and communication,knowledge deposition,and course project management.First of all,based on the course platform of the SCHOLAT and free online artificial intelligence practice environment,we build a virtual experimental platform,then build the teacher-student learning community and incentive mechanism,and finally,use the virtual experimental platform to carry out the"practice-use-create"three-dimensional teaching activities.In the experiment,the teacher can supervise the whole process and assist the students in innovative practices and scientific output.The virtual experimental platform improves the experimental effect of students'artificial intelligence courses,increases the output of innovative practice results,and provides references for other applied undergraduate colleges to carry out artificial intelligence experimental teaching.

关 键 词：虚拟人工智能实验室 学者网 在线人工智能实践环境 学习共同体 

分 类 号：G40.057[文化科学—教育学原理]