以K12中文教育为例的多模式教育数据挖掘实践

所属专题:算法应用

所属领域:

嘉宾 : 刘子韬 博士 | 好未来AI工程院,AI解决方案负责人

会议室 : 二号厅B

讲师介绍

专题演讲嘉宾:刘子韬 博士

好未来 AI工程院,AI解决方案负责人

负责人工智能在好未来各个教学场景和事业部中的落地和应用。美国匹兹堡大学获得计算机专业博士。主要研究方向是机器学习和数据挖掘,以及相关方法在推荐、广告和教育场景的应用。在 WWW,SIGIR,AAAI 等重要国际会议发表论文二十余篇,并担任 AAAI,IJCAI,KDD 等国际会议程序委员会委员。回国前曾供职于 Pinterest,主要负责 Pinterest 的图片推荐和广告竞价等业务。

议题介绍

地点:二号厅B
所属专题:算法应用
所属领域:

演讲:以K12中文教育为例的多模式教育数据挖掘实践

With the recent development of AI, there has been tremendous changes in both offline and online education. Entire in-class interactions and behaviors between students and instructors have been structured and stored, which provide valuable information for analyzing class performance and improving the learning experience. In this talk, I will first show some successful applications we deployed in TAL's offline and online classrooms. Then I will outline the challenges we meet during the course of building real-world AI+Edu applications.

After that, I will talk about the two initiatives we developed on (1) building a cost-effective and consistent approach of automatic oral language skills evaluation, which reduces the monotonous and tedious grading workloads from teaching professionals and (2) developing a multimodal learning framework of classroom activity detection, which break the blackbox of traditional learning environments.

听众受益点:

  1. 最新AI算法在教育场景中应用
  2. 如何把经典AI灵活运用在真实场景中

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