In this paper we explore the use of text processing technology for on-line assessment in an engineering design project class. We present results from a 5-week classroom study in a capstone engineering design course in which we explore the potential benefits of such technology for student learning in this context. Furthermore, we present results from ongoing work assessing student productivity based on features extracted from their conversational behavior in the course discussion board. While we found that typical shallow productivity measures such as number of posts, length of posts, or number of files committed have no correlation with an instructor assigned grade, we can achieve a substantial improvement using simple linguistic patterns extracted from on-line conversational behavior.
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ASME 2007 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
September 4–7, 2007
Las Vegas, Nevada, USA
Conference Sponsors:
- Design Engineering Division and Computers and Information in Engineering Division
ISBN:
0-7918-4804-3
PROCEEDINGS PAPER
Towards an Interactive Assessment Framework for Engineering Design Learning Available to Purchase
Carolyn P. Rose´,
Carolyn P. Rose´
Carnegie Mellon University, Pittsburgh, PA
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Gahgene Gweon,
Gahgene Gweon
Carnegie Mellon University, Pittsburgh, PA
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Jamie Arguello,
Jamie Arguello
Carnegie Mellon University, Pittsburgh, PA
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Susan Finger,
Susan Finger
Carnegie Mellon University, Pittsburgh, PA
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Asim Smailagic,
Asim Smailagic
Carnegie Mellon University, Pittsburgh, PA
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Daniel P. Siewiorek
Daniel P. Siewiorek
Carnegie Mellon University, Pittsburgh, PA
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Carolyn P. Rose´
Carnegie Mellon University, Pittsburgh, PA
Gahgene Gweon
Carnegie Mellon University, Pittsburgh, PA
Jamie Arguello
Carnegie Mellon University, Pittsburgh, PA
Susan Finger
Carnegie Mellon University, Pittsburgh, PA
Asim Smailagic
Carnegie Mellon University, Pittsburgh, PA
Daniel P. Siewiorek
Carnegie Mellon University, Pittsburgh, PA
Paper No:
DETC2007-35832, pp. 45-54; 10 pages
Published Online:
May 20, 2009
Citation
Rose´, CP, Gweon, G, Arguello, J, Finger, S, Smailagic, A, & Siewiorek, DP. "Towards an Interactive Assessment Framework for Engineering Design Learning." Proceedings of the ASME 2007 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 3: 19th International Conference on Design Theory and Methodology; 1st International Conference on Micro- and Nanosystems; and 9th International Conference on Advanced Vehicle Tire Technologies, Parts A and B. Las Vegas, Nevada, USA. September 4–7, 2007. pp. 45-54. ASME. https://doi.org/10.1115/DETC2007-35832
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