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智能教学系统:新的挑战和发展方向

Intelligent Tutoring Systems: New Challenges and Directions
课程网址: http://videolectures.net/ijcai09_conati_its/  
主讲教师: Cristina Conati, Luigia Carlucci Aiello
开课单位: 罗马萨皮恩扎大学
开课时间: 2009-07-12
课程语种: 英语
中文简介:
我们是否可以设计教育系统,根据个别学习者的需求提供个性化教学,正如许多优秀教师所做的那样?智能辅导系统是跨学科领域,通过整合人工智能,认知科学和教育的研究来研究这个问题。已经部署了成功的智能辅导系统,通过根据学生的领域知识定制指令来支持传统的问题解决活动。在本次演讲中,我将介绍各种项目,说明我们努力扩展智能导师的范围,以支持新型教学互动(例如,基于实例和基于探索的学习),并适应学生的知识以外的特质(例如,学生的元认知能力和情感状态)。我将讨论这项研究的挑战,我们迄今取得的成果以及未来的机遇。
课程简介: Can we devise educational systems that provide individualized instruction tailored to the needs of the individual learners, as many good teachers do? Intelligent Tutoring Systems is the interdisciplinary field that investigates this question by integrating research in Artificial Intelligence, Cognitive Science and Education. Successful intelligent tutoring systems have been deployed to support traditional problem solving activities by tailoring the instruction to the student's domain knowledge. In this talk, I will present a variety of projects that illustrate our efforts to extend the scope of intelligent tutors to both support novel forms of pedagogical interactions (e.g., example-based and exploration-based learning) and adapt to student's traits beyond knowledge (e.g., student's meta-cognitive abilities and affective states). I will discuss the challenges of this research, the results that we have achieved so far and future opportunities.
关 键 词: 智能教学系统; 教学互动; 人工智能
课程来源: 视频讲座网
最后编审: 2020-06-29:yumf
阅读次数: 75