会议主席致辞

Lee
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The idea of Precision education came from The Precision Medicine Initiative (https://obamawhitehouse.archives.gov/precision-medicine), which was proposed by President Obama in his 2015 State of the Union address, the Initiative is a new research effort to revolutionize the medical treatment of disease. As addressed in this Initiative, most treatments were designed for the average patients as a result of one-size-fits-all-approach without taking into account individual differences in people genes, environments, and lifestyles; similarly, most pedagogy is designed not fully consider students genes IQ, learning styles, learning environments, and learning strategies. Therefore, by carrying the research focus of Precision medicine, which is to improve the diagnosis, prediction, treatment, and prevention of disease, we define the new challenges of Precision education on emphasizing the improvement of diagnosis, prediction, treatment, and prevention of at-risk students. Biography: Dr. Stephen J.-H. Yang is the Chair Professor of Computer Science & Information Engineering, National Central University, Taiwan. Dr. Yang received the Outstanding Research Award from Ministry of Science; Technology (2010, 2017) and Distinguished Service Medal from Ministry of Education, Taiwan. (2015). Dr. Yang was the Director of Department of Information and Technology Education, Ministry of Education, Taiwan (2013~2014), during his two years of service in Taiwan government, Dr. Yang was responsible for the national information & technology education, he launched Taiwan national digital learning initiative which includes the construction of 100G Taiwan Academic Network for national network infrastructure, the construction of Education Cloud for national data infrastructure, and innovation programs such as Taiwan MOOCs, flipped classroom, mobile learning. Dr. Yang also served as the Convener of Information Education Discipline, Ministry of Science & Technology. 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引用次数: 0

摘要

经过几十年的教育人工智能研究,我们解决了一些问题,也面临着新的挑战。精准教育是在上下文感知的泛在学习环境中应用人工智能、机器学习和学习分析进行适应性和个性化学习的新挑战之一。精准教育的目标是尽早发现有风险的学生,并根据学生的学习经验提供及时的干预。在这项研究中,有风险的学生仅限于那些被诊断为GPA低(学习成绩低)的学生,可能会放弃/退出一门课程的学生,或者在学习行为、情感和认知方面参与度低的学生。精准教育的理念来自于奥巴马总统在2015年国情咨文中提出的“精准医学倡议”(https://obamawhitehouse.archives.gov/precision-medicine),该倡议是一项旨在彻底改变疾病医疗的新研究。正如本倡议所述,大多数治疗方法都是针对普通患者设计的,因为采用了一刀切的方法,而没有考虑到人们基因、环境和生活方式的个体差异;同样,大多数教学法的设计没有充分考虑学生的基因、智商、学习风格、学习环境和学习策略。因此,通过承载精准医学提高疾病的诊断、预测、治疗和预防的研究重点,我们将精准教育的新挑战定义为强调提高高危学生的诊断、预测、治疗和预防。传记:斯蒂芬·j·h博士。现任台湾国立中央大学计算机科学与信息工程学院讲座教授。获国家科技部优秀科研成果奖;科技(2010、2017),获台湾教育部杰出服务奖章。(2015)。2013~2014年,杨博士曾任台湾教育部信息技术教育司司长,任职台湾政府两年期间,杨博士负责国家信息技术教育工作,他发起了台湾国家数字学习计划,其中包括建设面向国家网络基础设施的100G台湾学术网,建设面向国家数据基础设施的教育云,以及创新项目,比如台湾的mooc、翻转课堂、移动学习。杨博士还曾担任国家科技部信息教育学科召集人。他于1995年获得伊利诺伊大学芝加哥分校(University of Illinois at Chicago)电气工程与计算机科学博士学位。发表SSCI/SCI期刊论文70余篇。他的研究兴趣包括人工智能、大数据、学习分析、教育数据挖掘和mooc。据Google Scholar Citation统计,杨博士的论文被引次数超过11000次;
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Message from the Conference Chair
After decades of research on AI in education, we have solved some problems and are facing new challenges. Precision education is one of the new challenges of applying artificial intelligence, machine learning, and learning analytics for adaptive and individualized learning in a context-aware ubiquitous learning environment. The goal of Precision education is to identify at-risk students as early as possible and provide timely intervention based on student learning experiences. In this research, at-risk students are confined to students who were diagnosed could get low GPA (low academic performance), could drop/withdraw a course, or students who were low engagement in terms of learning behavior, emotion, and cognition. The idea of Precision education came from The Precision Medicine Initiative (https://obamawhitehouse.archives.gov/precision-medicine), which was proposed by President Obama in his 2015 State of the Union address, the Initiative is a new research effort to revolutionize the medical treatment of disease. As addressed in this Initiative, most treatments were designed for the average patients as a result of one-size-fits-all-approach without taking into account individual differences in people genes, environments, and lifestyles; similarly, most pedagogy is designed not fully consider students genes IQ, learning styles, learning environments, and learning strategies. Therefore, by carrying the research focus of Precision medicine, which is to improve the diagnosis, prediction, treatment, and prevention of disease, we define the new challenges of Precision education on emphasizing the improvement of diagnosis, prediction, treatment, and prevention of at-risk students. Biography: Dr. Stephen J.-H. Yang is the Chair Professor of Computer Science & Information Engineering, National Central University, Taiwan. Dr. Yang received the Outstanding Research Award from Ministry of Science; Technology (2010, 2017) and Distinguished Service Medal from Ministry of Education, Taiwan. (2015). Dr. Yang was the Director of Department of Information and Technology Education, Ministry of Education, Taiwan (2013~2014), during his two years of service in Taiwan government, Dr. Yang was responsible for the national information & technology education, he launched Taiwan national digital learning initiative which includes the construction of 100G Taiwan Academic Network for national network infrastructure, the construction of Education Cloud for national data infrastructure, and innovation programs such as Taiwan MOOCs, flipped classroom, mobile learning. Dr. Yang also served as the Convener of Information Education Discipline, Ministry of Science & Technology. Dr. Yang received his PhD degree in Electrical Engineering & Computer Science from the University of Illinois at Chicago in 1995. Dr. Yang has published over 70 SSCI/SCI journal papers. His research interests include Artificial Intelligence, Big Data, learning analytics, educational data mining, and MOOCs. As shown on Google Scholar Citation, Dr. Yang publication citation indices has been over 11,000,
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