Accelerated Learning and Assessment in Engineering Mechanics
Accelerated Learning and Assessment in Engineering Mechanics
批准号:
1841980
负责人:
Nicole Pitterson
金额:
$29.85万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-03-15 至 2024-02-29
中文摘要
反复刻意练习解决问题可以增加学生对困难的工程概念的理解。此外,经常收到形成性反馈的学生能够更好地识别和纠正推理中的问题。不幸的是,很少有本科工程课程能为学生提供这样的反复练习、有针对性的反馈和集中辅导的机会。该项目旨在通过开发一种用于学习工程力学的自动化教育干预工具来实现这些机会。这个开放访问、解决问题的界面将根据工科学生在实践练习中的表现为他们提供反馈和辅导。由于所有开发的材料都将是开源和开放获取的,该项目还可以为当地机构以外的学生和教师的工作提供信息和支持。通过专注于培养强大的分析解决问题的技能,该项目直接回应了行业和联邦政府培养一支能够创新解决问题的工程队伍的优先事项。因此,该项目有可能有助于美国保持其经济竞争力和作为全球创新领导者的地位。该项目将:1)开发一个创新的问题交付和评估系统,并评估其在满足工程力学特定学习和评估目标方面的有效性;2)系统地研究这个技术丰富的问题解决界面如何通过教育研究研究来增强复杂知识的学习、教学和评估;以及3)批判性地评估在教育背景下扩展和转移创新的机会和障碍。这项研究应该有助于理解自动化辅导系统等技术解决方案如何增强对复杂知识和技能的学习和评估。因此,该项目很可能与其他工程主题的教与学相关,以及其他STEM领域的主题。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
Repeated deliberate practice in problem-solving can increase students' understanding of difficult engineering concepts. In addition, students who receive frequent formative feedback are better able to identify and correct problems with their reasoning. Unfortunately, few undergraduate engineering courses provide students with such opportunities for repeated practice, targeted feedback, and focused tutoring. This project aims to enable these opportunities by developing an automated educational intervention tool for learning engineering mechanics. This open-access, problem-solving interface will provide engineering students with feedback and tutoring, based on their performance on practice exercises. Since all developed materials will be open-source and open-access, the project can also inform and support the work of students and teachers beyond the local institution. By focusing on developing strong analytical problem-solving skills, this project directly responds to industry and the federal government priorities for developing an engineering workforce that is capable of innovative problem solving. Thus, this project has the potential to contribute to the ability of the U.S. to maintain its economic competitiveness and position as a global leader in innovation. The project will: 1) develop an innovative problem delivery and assessment system and evaluate its effectiveness in meeting specific learning and assessment goals in engineering mechanics; 2) systematically study how this technology-rich problem-solving interface can enhance the learning, teaching, and assessment of complex knowledge through an education research study; and 3) critically evaluate opportunities and barriers to scaling and transferring the innovation across educational contexts. This study should contribute to understanding how technological solutions, such as automated tutoring systems, can enhance learning and assessment of complex knowledge and skills. As a result, this project is likely to have relevance for teaching and learning of other engineering topics, as well as topics in other STEM fields.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(1)
专著(0)
科研奖励(0)
会议论文
Towards Designing an Interactive System for Accelerated Learning and Assessment in Engineering Mechanics: A First Look at the Deforms Problem-solving System
设计用于加速工程力学学习和评估的交互式系统:变形问题解决系统初探
DOI:
--
发表时间:
2021
期刊:
Zone 1 Conference of the American Society for Engineering Education
影响因子:
--
作者:
[Basak, A., Shuba, T. P., Zhang, J., Davison, S. P., Dillard, D. A., Grohs, J. R., Pitterson, N. P., Shaffer, C. A.]
通讯作者:
Shaffer, C. A.
CAREER: Building a Model of Instructional Congruence through Exploring the Role of Language in Introductory Undergraduate Engineering Courses
-
批准号:2237543
-
项目类别:Continuing Grant
-
资助金额:$94.42万
-
财政年份:2023
-
负责人:Nicole Pitterson
-
依托单位:
Advancing Student-Centered Teaching for Disciplinary Knowledge Building in Engineering
-
批准号:2215989
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2022
-
负责人:Nicole Pitterson
-
依托单位:
Collaborative Research: Research: Collaboration in Engineering Student and Practitioner Teams: A Study of Beliefs about Effective Behaviors
-
批准号:2217523
-
项目类别:Standard Grant
-
资助金额:$26.46万
-
财政年份:2022
-
负责人:Nicole Pitterson
-
依托单位:
Collaborative Research: Research Initiation: Market-driven design concept formation in undergraduate engineers
-
批准号:1927114
-
项目类别:Standard Grant
-
资助金额:$4.72万
-
财政年份:2019
-
负责人:Nicole Pitterson
-
依托单位:
国内基金
海外基金
登录
查看更多内容
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
-
批准号:--
-
项目类别:合作创新研究团队
-
资助金额:--
-
批准年份:2024
-
负责人:姚韬
-
依托单位:
Understanding structural evolution of galaxies with machine learning
-
批准号:
-
项目类别:省市级项目
-
资助金额:10.0万元
-
批准年份:2022
-
负责人:Nicola Rosario Napolitano
-
依托单位:
煤矿安全人机混合群智感知任务的约束动态多目标Q-learning进化分配
-
批准号:--
-
项目类别:青年科学基金项目
-
资助金额:30万元
-
批准年份:2022
-
负责人:吉建娇
-
依托单位:
基于领弹失效考量的智能弹药编队短时在线Q-learning协同控制机理
-
批准号:62003314
-
项目类别:青年科学基金项目
-
资助金额:24.0万元
-
批准年份:2020
-
负责人:沈剑
-
依托单位:
集成上下文张量分解的e-learning资源推荐方法研究
-
批准号:61902016
-
项目类别:青年科学基金项目
-
资助金额:24.0万元
-
批准年份:2019
-
负责人:万珊珊
-
依托单位:
具有时序迁移能力的Spiking-Transfer learning (脉冲-迁移学习)方法研究
-
批准号:61806040
-
项目类别:青年科学基金项目
-
资助金额:20.0万元
-
批准年份:2018
-
负责人:解修蕊
-
依托单位:
基于Deep-learning的三江源区冰川监测动态识别技术研究
-
批准号:51769027
-
项目类别:地区科学基金项目
-
资助金额:38.0万元
-
批准年份:2017
-
负责人:张大奇
-
依托单位:
具有时序处理能力的Spiking-Deep Learning(脉冲深度学习)方法研究
-
批准号:61573081
-
项目类别:面上项目
-
资助金额:64.0万元
-
批准年份:2015
-
负责人:屈鸿
-
依托单位:
基于有向超图的大型个性化e-learning学习过程模型的自动生成与优化
-
批准号:61572533
-
项目类别:面上项目
-
资助金额:66.0万元
-
批准年份:2015
-
负责人:孙雪冬
-
依托单位:
E-Learning中学习者情感补偿方法的研究
-
批准号:61402392
-
项目类别:青年科学基金项目
-
资助金额:26.0万元
-
批准年份:2014
-
负责人:秦继伟
-
依托单位: