Collaborative Research: Fostering Engineering Creativity and Communication through Immediate, Personalized Feedback on 2D-Perspective Drawing
Collaborative Research: Fostering Engineering Creativity and Communication through Immediate, Personalized Feedback on 2D-Perspective Drawing
批准号:
2013612
负责人:
Tracy Hammond
金额:
$75.2万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-07-01 至 2024-06-30
中文摘要
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英文摘要
This project aims to serve the national interest in excellent undergraduate engineering education by improving students’ ability to draw representations of structures and systems. Free-hand drawing is a crucial skill across engineering, especially for its ability to reduce complex systems to simplified, accurate diagrams. Such diagrams aid in idea generation, visualization of systems, and discussions between clients and engineers. When coupled with appropriate timely feedback, drawing can also be an effective learning tool for improving students’ visual communication skills and creativity. This project will use a computer application called SketchTivity to teach engineering students how to draw, and examine the impact of drawing instruction on student learning. SketchTivity is an intelligent tutoring system that provides real-time feedback on 2D drawings that students make on a screen instead of on paper. The application, which was developed by the research team, provides each student with iterative, real-time, personalized feedback on the drawing, promoting improvements and facilitating learning. Free-hand drawing and its associated benefits were inadvertently removed from the engineering curricula when educators transitioned from hand drafting to Computer-Aided-Design. This transition has resulted in the lack of student and faculty proficiency in freehand drawing. This project will support restoration of 2D-perspective drawing to engineering curricula. Since drawing is a skill that is also relevant to other STEM fields, this work is likely to have broad relevance in undergraduate STEM education.The project will enable the distribution of SketchTivity software to approximately 5,000 diverse undergraduate and graduate students at four partnering institutions. These students include a large percentage of women and students from other groups that are not equitably represented in STEM fields. The project has the potential to produce significant new knowledge about drawing-based artificial intelligence (AI) tools. It can also increase understanding about the effects of feedback and reflective prompts on drawing skills, and on learning and creativity. The project will compare AI-based assessments to assessments conducted by humans, thus providing additional information about development of intelligent tutoring systems. The impact of drawing ability on students’ creativity and spatial reasoning skills will be investigated, along with the transferability of drawing skills to other courses in engineering. A mixed-methods approach that includes surveys, validated assessments for engineering design creativity, and drawing quizzes, is proposed to assess project outcomes. The NSF IUSE: EHR Program supports research and development projects to improve the effectiveness of STEM education for all students. Through the Engaged Student Learning track, the program supports the creation, exploration, and implementation of promising practices and tools.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(11)
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Sketchtivity, an Intelligent Tutoring Software: Broadening Applications and Impact
Sketchtivity,一款智能辅导软件:扩大应用范围和影响力
DOI:
--
发表时间:
2022
期刊:
2022 ASEE Annual Conference & Exposition
影响因子:
--
作者:
[Weaver, Morgan, Merzdorf, Hillary, Jaison, Donna, Viswanathan, Vimal Kumar, Douglas, Kerrie A., Hammond, Tracy, Linsey, Julie S.]
通讯作者:
Linsey, Julie S.
DOI:
10.1109/fie49875.2021.9637338
发表时间:
2022
期刊:
2021 IEEE Frontiers in Education Conference (FIE
影响因子:
--
作者:
[Merzdorf, Hillary E., Weaver, Morgan, Jaison, Donna, Hammond, Tracy, Linsey, Julie, Douglas, Kerrie A.]
通讯作者:
Douglas, Kerrie A.
A Metalearning Approach to Personalized Automatic Assessment of Rectilinear Sketches
直线草图个性化自动评估的元学习方法
DOI:
10.1109/fie49875.2021.9637255
发表时间:
2021
期刊:
2020 IEEE Frontiers in Education Conference (FIE
影响因子:
--
作者:
[Castro, Laura Melissa, Ray, Samantha, Merzdorf, Hillary E., Douglas, Kerrie A., Hammond, Tracy]
通讯作者:
Hammond, Tracy
Work In Progress: An Object Assembly Test of Sketching in Undergraduate Engineering
正在进行的工作:本科工程草图的对象组装测试
DOI:
--
发表时间:
2022
期刊:
2022 IEEE Frontiers in Education Conference
影响因子:
--
作者:
[Merzdorf, H. E., Jaison, D., Weaver, M. B., Linsey, J., Hammond, T., Douglas, K. A.]
通讯作者:
Douglas, K. A.
Investigating Priming Effects of Sketch Evaluation Instructions on Idea Generation Productivity
研究草图评估指令对创意生成效率的启动效应
DOI:
--
发表时间:
2022
期刊:
International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
影响因子:
--
作者:
[Weaver, M. B., Buck, J., Merzdorf, H., Dorozhkin, D., Douglas, K., Linsey, J.]
通讯作者:
Linsey, J.
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批准号:1441331
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Civil Engineering Sketch Workbook
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Pilot: Let Your Notes Come Alive: The SkRUI Classroom Sketchbook
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-
财政年份:2007
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负责人:Tracy Hammond
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