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
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
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.
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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
Student Perception on the Effectiveness of On-Demand Assistance in Online Learning Platforms
学生对在线学习平台按需援助有效性的看法
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
DOI:
10.48550/arxiv.2204.13607
发表时间:
2022-04
期刊:
ArXiv
影响因子:
--
作者:
[Alexander Scarlatos;Christopher G. Brinton;Andrew S. Lan]
通讯作者:
Alexander Scarlatos;Christopher G. Brinton;Andrew S. Lan
共 6 条
Using ASSISTments for College Math: An Evaluation of the Effectiveness of Supports and Transferability of Findings
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批准号:2215842
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项目类别:Standard Grant
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资助金额:$9.0万
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财政年份:2023
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负责人:Neil Heffernan
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依托单位:
Collaborative Research: Common Error Diagnostics and Support in Short-answer Math Questions
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批准号:2118725
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项目类别:Standard Grant
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资助金额:$23.93万
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财政年份:2021
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负责人:Neil Heffernan
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依托单位:
REU Site: Leveraging The Learning Sciences & Technologies to Enhance Education and Learning in Secondary Schools
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批准号:1950683
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项目类别:Standard Grant
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资助金额:$32.06万
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财政年份:2020
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负责人:Neil Heffernan
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依托单位:
Collaborative Research: Frameworks: Cyber Infrastructure for Shared Algorithmic and Experimental Research in Online Learning
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批准号:1931523
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项目类别:Standard Grant
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资助金额:$189.16万
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财政年份:2019
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负责人:Neil Heffernan
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依托单位:
Collaborative Research: Student Affect detection and Intervention with Teachers in the Loop
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批准号:1917808
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项目类别:Standard Grant
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资助金额:$24.6万
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财政年份:2019
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负责人:Neil Heffernan
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依托单位:
Collaborative Research: Precision Learning: Data-Driven Experimentation of Learning Theories using Internet-of-Videos
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批准号:1940236
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项目类别:Standard Grant
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资助金额:$70.83万
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财政年份:2019
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负责人:Neil Heffernan
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依托单位:
Putting Teachers in the Driver's Seat: Using Machine Learning to Personalize Interactions with Students (DRIVER-SEAT)
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批准号:1822830
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项目类别:Standard Grant
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资助金额:$74.43万
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财政年份:2018
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负责人:Neil Heffernan
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依托单位:
Personalizing Mathematics to Maximize Relevance and Skill for Tomorrow's STEM Workforce
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批准号:1759229
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项目类别:Standard Grant
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资助金额:$36.23万
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财政年份:2018
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负责人:Neil Heffernan
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依托单位:
Support for Doctoral Students from U.S. Universities to Attend the 11th International Conference on Educational Data Mining (EDM 2018)
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批准号:1840771
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项目类别:Standard Grant
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资助金额:$1.96万
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财政年份:2018
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负责人:Neil Heffernan
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依托单位:
CIF21 DIBBs: PD: Enhancing and Personalizing Educational Resources through Tools for Experimentation
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批准号:1724889
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项目类别:Standard Grant
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资助金额:$49.46万
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财政年份:2017
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负责人:Neil Heffernan
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依托单位:
Collaborative Research: The Downside of Perseverance--Investigating and Moving Students Beyond Unproductive Persistence
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批准号:1535428
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项目类别:Standard Grant
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资助金额:$51.69万
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财政年份:2015
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负责人:Neil Heffernan
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依托单位:
SI2-SSE: Adding Research Accounts to the ASSISTments' Platform: Helping Researchers Do Randomized Controlled Studies with Thousands of Students
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批准号:1440753
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项目类别:Standard Grant
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资助金额:$48.62万
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财政年份:2014
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负责人:Neil Heffernan
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依托单位:
Research: Predicting STEM Career Choice from Computational Indicators of Student Engagement within Middle School Mathematics Classes
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批准号:1031398
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项目类别:Continuing Grant
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资助金额:$71.16万
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财政年份:2011
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负责人:Neil Heffernan
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依托单位:
PIMSE: A GK-12 Partnership Implementing Mathematics and Science Education (PIMSE): Assisting Middle School Use of Tutoring Technology in the Classroom
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批准号:0742503
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项目类别:Continuing Grant
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资助金额:$209.07万
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财政年份:2008
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负责人:Neil Heffernan
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依托单位:
CAREER: Learning about Learning
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批准号:0448319
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项目类别:Continuing Grant
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资助金额:$61.31万
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财政年份:2005
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负责人:Neil Heffernan
-
依托单位:
海外基金