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Support for U.S. Doctoral Students to Participate in the Annual Artificial Intelligence in Education (AIED) and co-located Educational Data Mining (EDM) Conferences

Support for U.S. Doctoral Students to Participate in the Annual Artificial Intelligence in Education (AIED) and co-located Educational Data Mining (EDM) Conferences
支持美国博士生参加年度教育人工智能 (AIED) 和同期举办的教育数据挖掘 (EDM) 会议
批准号:
2225091
负责人:
Neil Heffernan
金额:
$2.5万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2022
资助国家:
美国
项目状态:
已结题
起止时间:
2022-06-01 至 2024-08-31

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中文摘要
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英文摘要
The United States has historically been the global leader in the field of artificial intelligence in education (AIED), or ways to use computerized artificial intelligence to enhance teaching and learning in contexts ranging from children learning math in school, to soldiers learning highly technical jobs in the US military. The preeminent conference in this field is the AIED conference; at this conference the latest research is presented and practitioners learn the state of the art techniques that allow creation of these important educational technologies. A related conference that is equally significant is the Educational Data Mining (EDM) conference, which focuses on research on big data and analytics for education. This proposal would provide partial travel support for 10 Ph.D. students from the United States, selected through a competitive process, to attend the AIED conference and/or EDM conference, present their work, and receive additional mentoring outside of their dissertation committees as part of a doctoral consortium. The intellectual merit of the work rests on the studies the graduate students submit to be considered for participation in the early career track of the conference; this work is then enhanced by guidance from world-class mentors who meet with the students in a structured format to improve their research. The broader impact includes the career impact on the twenty selected students, especially since promising graduate students whose advisors may not have funding to send them to the conference can still be included, and their work can be showcased and improved. Possible long-term broader impacts include building the field of artificial intelligence in education and data analytics researchers and thus eventually, improving the quality of education.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(7)
专著(0)
科研奖励(0)
会议论文
Automatic Short Math Answer Grading via In-context Meta-learning
通过上下文元学习自动对简短数学答案进行评分
DOI: --
发表时间: 2022
期刊: Proceedings of the 15th International Conference on Educational Data Mining
影响因子: --
作者: [Zhang, Mengxue, Baral, Sami, Heffernan, Neil, Lan, Andrew]
通讯作者: Lan, Andrew
Identifying Explanations Within Student-Tutor Chat Logs
识别学生与导师聊天日志中的解释
DOI: --
发表时间: 2022
期刊: Educational data Mining Conference
影响因子: --
作者: [Prihar, Ethan, Moore, Alexander, Heffernan, Neil]
通讯作者: Heffernan, Neil
DOI: --
发表时间: 2022
期刊: Applied Sciences
影响因子: --
作者: [Sami Baral]
通讯作者: Sami Baral
DOI: --
发表时间: 2022
期刊: Educational Data Mining Conference
影响因子: --
作者: [Haim, Aaron, Heffernan, Neil]
通讯作者: Heffernan, Neil
6
    Using ASSISTments for College Math: An Evaluation of the Effectiveness of Supports and Transferability of Findings
    • 批准号:
      2215842
    • 项目类别:
      Standard Grant
    • 资助金额:
      $9.0万
    • 财政年份:
      2023
    • 负责人:
      Neil Heffernan
    • 依托单位:
    Collaborative Research: Common Error Diagnostics and Support in Short-answer Math Questions
    • 批准号:
      2118725
    • 项目类别:
      Standard Grant
    • 资助金额:
      $23.93万
    • 财政年份:
      2021
    • 负责人:
      Neil Heffernan
    • 依托单位:
    REU Site: Leveraging The Learning Sciences & Technologies to Enhance Education and Learning in Secondary Schools
    • 批准号:
      1950683
    • 项目类别:
      Standard Grant
    • 资助金额:
      $32.06万
    • 财政年份:
      2020
    • 负责人:
      Neil Heffernan
    • 依托单位:
    Collaborative Research: Frameworks: Cyber Infrastructure for Shared Algorithmic and Experimental Research in Online Learning
    • 批准号:
      1931523
    • 项目类别:
      Standard Grant
    • 资助金额:
      $189.16万
    • 财政年份:
      2019
    • 负责人:
      Neil Heffernan
    • 依托单位:
    海外基金