摘要
人工智能领域的迅速发展引发了对人才培养和能力认证的新思考。基于智能化评估的人工智能专业学生能力认证是一种融合教育和技术的创新方法,旨在利用人工智能技术为学生提供更准确、更客观的能力评估。这一认证方法仍面临一些挑战,需要解决数据隐私和安全、数据偏见和不公平性等关键问题。此外,如何在评估过程中平衡主观性和客观性,提升技术的成熟度成为新的挑战。同时,这一认证方法具有个性化学习、实时反馈、教育改革等广阔前景。通过智能化评估,学生可以获得个性化的学习支持并优化教育体验,教师可以更好地了解学生的需求。然而,要实现这些前景,必须解决好数据隐私和安全问题,确保评估结果的准确性和公平性。
The rapid development in the field of artificial intelligence has sparked new considerations regarding talent cultivation and competency certification.The AI-based competency certification for students is an innovative approach that integrates education and technology,aiming to leverage artificial intelligence techniques to provide students with more accurate and objective competency assessments.This paper explores the challenges and prospects of this certification method.In terms of challenges,issues such as data privacy and security,data bias and unfairness are crucial aspects that need to be addressed.Furthermore,keeping balance between subjectivity and objectivity during the assessment process,as well as the maturity of the technology,are challenges that need to be overcome.However,this approach to certification holds great promise for personalized learning,real-time feedback,and educational reform.Through intelligent assessment,students can have access to personalized learning support and optimize experience of education,and teachers can gain better insights into students’needs,thus optimizing the educational experience.Nevertheless,achieving these prospects requires addressing data privacy and security concerns and ensuring the accuracy and fairness of assessment results.
作者
钱琨
宋校能
梁峭
张欣
QIAN Kun;SONG Jiaoneng;LIANG Qiao;Zhang Xin(School of Artificial Intelligence and Computer Science,Jiangnan University,Wuxi 214121,China;Department of Physical Education,Jiangnan University,Wuxi 214121,China;School of Design,Jiangnan University,Wuxi 214121,China)
出处
《无锡职业技术学院学报》
2023年第6期16-20,共5页
Journal of Wuxi Institute of Technology
基金
江南大学本科教育教学改革项目“面向智造时代创新能力需求的工业设计基础教学研究与实践”(JG2021016)
江南大学本科教育教学改革项目“互联网+教育背景下数字媒体技术专业的教学模式改革与实践研究”(JG2021110)。
关键词
智能化评估
人工智能
学生能力认证
intelligent evaluation
artificial intelligence
student ability certification
