教育人工智能(EAI)内涵、关键技术与应用趋势——《为人工智能的未来做准备》和《国家人工智能研发战略规划》两份报告解读与分析

Xi Ganga
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引用次数: 40

摘要

为了进一步推进人工智能的应用和研发,2016年10月,白宫科技政策办公室委托发布了《为人工智能的未来做准备》和《国家人工智能研发战略规划》两份报告。据报道,人工智能在社会的各个领域发挥着越来越大的作用,其中教育是一个重要的领域。教育艺术智能(EAI)是人工智能与学习科学相结合的新兴领域。目前,EAI的关键技术有知识表示、机器学习、深度学习、自然语言处理、智能体、情感计算等。EAI在教育领域的发展主要集中在智能导师和助手、智能评价、学习伙伴、数据挖掘、学习分析等方面。因此,迫切需要加强各级EAI队伍的培训,以适应AI的快速发展。
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Educational Artificial Intelligence (EAI) Connotation, Key Technology and Application Trend -Interpretation and analysis of the two reports entitled “Preparing for the Future of Artificial Intelligence” and “The National Artificial Intelligence Research and Development Strategic Plan”
In order to further the application,research and development of artificial intelligence (AI), The Office of Science and Technology Policy of the White House released two reports commissioned “Preparation for the Future of Artificial Intelligence“ and “The National Artificial Intelligence Research and Development Strategic Plan” in October 2016. According to the reports, AI has been playing a growing role in every area of society, among which education is an important one. Educational artistic intelligence (EAI) is a new field which combinations AI with learning science. Current, the key technologies of EAI are knowledge representation, machine learning, deep learning, natural language processing, intelligent agent, affective computing, etc. The development of EAI in education focuses on the intelligent tutor and assistant, intelligent evaluation, learning partner, data mining, learning analysis, etc.On this account, there is a urgent need to strengthen the training of the workforce of EAI at all levels, in accordance with the rapid development of AI.
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