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Kenneth Kotovsky
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Journal Articles

Comparing the Impacts on Team Behaviors Between Artificial Intelligence and Human Process Management in Interdisciplinary Design Teams

Joshua T. Gyory, Kenneth Kotovsky, Christopher McComb, Jonathan Cagan
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. October 2022, 144(10): 104501.
Paper No: MD-21-1606
DOI: https://doi.org/10.1115/1.4054723
Published Online: June 30, 2022
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Topics: Design, Teams, Artificial intelligence, Process management (Business automation)
Journal Articles

Human Versus Artificial Intelligence: A Data-Driven Approach to Real-Time Process Management During Complex Engineering Design

Joshua T. Gyory, Nicolás F. Soria Zurita, Jay Martin, Corey Balon, Christopher McComb, Kenneth Kotovsky, Jonathan Cagan
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021405.
Paper No: MD-21-1267
DOI: https://doi.org/10.1115/1.4052488
Published Online: October 14, 2021
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Topics: Design, Teams, Artificial intelligence
Journal Articles

The Influence of Process Management: Uncovering the Impact of Real-Time Managerial Interventions via a Topic Modeling Approach

Joshua T. Gyory, Kenneth Kotovsky, Jonathan Cagan
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111401.
Paper No: MD-20-1764
DOI: https://doi.org/10.1115/1.4050748
Published Online: May 21, 2021
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Topics: Design, Modeling, Process management (Business automation), Teams
Proceedings Papers

Agent-Based Synthesis of Electro-Mechanical Design Configurations

Matthew Campbell, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. DETC98, Volume 3: 10th International Conference on Design Theory and Methodology, V003T03A003, September 13–16, 1998
Paper No: DETC98/DTM-5673
DOI: https://doi.org/10.1115/DETC98/DTM-5673
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Topics: Design, Algorithms, Computer software, Engineering design
Journal Articles

Only as Strong as the Strongest Link: The Relative Contribution of Individual Team Member Proficiency in Configuration Design

Ethan Brownell, Jonathan Cagan, Kenneth Kotovsky
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. August 2021, 143(8): 081402.
Paper No: MD-20-1706
DOI: https://doi.org/10.1115/1.4049338
Published Online: February 11, 2021
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Topics: Design, Teams, Topology
Proceedings Papers

Only As Strong As the Strongest Link: The Impact of Individual Team Member Proficiency in Configuration Design

Ethan Brownell, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A022, August 17–19, 2020
Paper No: DETC2020-22152
DOI: https://doi.org/10.1115/DETC2020-22152
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Topics: Design, Teams, Engineering design, Modeling
Proceedings Papers

A Topic Modeling Approach to Study the Impact of Manager Interventions on Design Team Cognition

Joshua T. Gyory, Kenneth Kotovsky, Jonathan Cagan
Proc. ASME. IDETC-CIE2020, Volume 8: 32nd International Conference on Design Theory and Methodology (DTM), V008T08A023, August 17–19, 2020
Paper No: DETC2020-22186
DOI: https://doi.org/10.1115/DETC2020-22186
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Topics: Design, Modeling, Teams, Experimental design, Process management (Business automation)
Journal Articles

Adaptive Inspirational Design Stimuli: Using Design Output to Computationally Search for Stimuli That Impact Concept Generation

Kosa Goucher-Lambert, Joshua T. Gyory, Kenneth Kotovsky, Jonathan Cagan
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091401.
Paper No: MD-19-1478
DOI: https://doi.org/10.1115/1.4046077
Published Online: March 9, 2020
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Topics: Design, Innovation
Proceedings Papers

A Differential Game Approach to Dynamic Competitive Decisions Toward Human-Computer Collaboration

Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A017, August 18–21, 2019
Paper No: DETC2019-97619
DOI: https://doi.org/10.1115/DETC2019-97619
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Topics: Collaboration, Computers
Proceedings Papers

Computationally Derived Adaptive Inspirational Stimuli for Real-Time Design Support During Concept Generation

Kosa Goucher-Lambert, Joshua T. Gyory, Kenneth Kotovsky, Jonathan Cagan
Proc. ASME. IDETC-CIE2019, Volume 7: 31st International Conference on Design Theory and Methodology, V007T06A009, August 18–21, 2019
Paper No: DETC2019-98188
DOI: https://doi.org/10.1115/DETC2019-98188
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Topics: Design, Databases, Performance, Dimensions, Patents
Proceedings Papers

Should Teams Collaborate During Conceptual Engineering Design? An Experimental Study

Joshua T. Gyory, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2018, Volume 7: 30th International Conference on Design Theory and Methodology, V007T06A026, August 26–29, 2018
Paper No: DETC2018-85602
DOI: https://doi.org/10.1115/DETC2018-85602
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Topics: Engineering design, Teams, Conceptual design, Design, Engineering students, Performance, Undergraduate students
Proceedings Papers

Validating a Tool for Predicting Problem-Specific Optimized Team Characteristics

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2017, Volume 7: 29th International Conference on Design Theory and Methodology, V007T06A020, August 6–9, 2017
Paper No: DETC2017-67430
DOI: https://doi.org/10.1115/DETC2017-67430
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Topics: Teams, Design, Internet, Response surface methodology, Temperature
Journal Articles

Mining Process Heuristics From Designer Action Data via Hidden Markov Models

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111412.
Paper No: MD-17-1161
DOI: https://doi.org/10.1115/1.4037308
Published Online: October 2, 2017
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Topics: Cooling systems, Design, Topology, Trusses (Building), Emissions, Mining
Journal Articles

Capturing Human Sequence-Learning Abilities in Configuration Design Tasks Through Markov Chains

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. September 2017, 139(9): 091101.
Paper No: MD-16-1761
DOI: https://doi.org/10.1115/1.4037185
Published Online: July 12, 2017
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Topics: Design, Chain, Trusses (Building)
Journal Articles

Optimizing Design Teams Based on Problem Properties: Computational Team Simulations and an Applied Empirical Test

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Journal: Journal of Mechanical Design
Article Type: Research-Article
J. Mech. Des. April 2017, 139(4): 041101.
Paper No: MD-16-1497
DOI: https://doi.org/10.1115/1.4035793
Published Online: February 6, 2017
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Topics: Design, Teams
Proceedings Papers

Linking Properties of Design Problems to Optimal Team Characteristics

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2016, Volume 7: 28th International Conference on Design Theory and Methodology, V007T06A021, August 21–24, 2016
Paper No: DETC2016-59333
DOI: https://doi.org/10.1115/DETC2016-59333
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Topics: Design, Teams, Fluids, Regression analysis, Structural design
Journal Articles

Drawing Inspiration From Human Design Teams for Better Search and Optimization: The Heterogeneous Simulated Annealing Teams Algorithm

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Journal: Journal of Mechanical Design
Article Type: Technical Briefs
J. Mech. Des. April 2016, 138(4): 044501.
Paper No: MD-15-1409
DOI: https://doi.org/10.1115/1.4032810
Published Online: March 2, 2016
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Topics: Algorithms, Design, Optimization, Teams, Simulated annealing
Proceedings Papers

Studying Human Design Teams via Computational Teams of Simulated Annealing Agents

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2015, Volume 7: 27th International Conference on Design Theory and Methodology, V007T06A030, August 2–5, 2015
Paper No: DETC2015-46545
DOI: https://doi.org/10.1115/DETC2015-46545
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Topics: Design, Simulated annealing, Teams, Modeling, Engineering design
Proceedings Papers

Quantitative Comparison of High- and Low-Performing Teams in a Design Task Subject to Drastic Changes

Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2014, Volume 7: 2nd Biennial International Conference on Dynamics for Design; 26th International Conference on Design Theory and Methodology, V007T07A033, August 17–20, 2014
Paper No: DETC2014-34653
DOI: https://doi.org/10.1115/DETC2014-34653
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Topics: Design, Teams, Resilience, Stress
Proceedings Papers

Testing the Basis for an Automated Design-by-Analogy Tool Through Comparison to Expert Thinking

Katherine Fu, Joel Chan, Christian Schunn, Jonathan Cagan, Kenneth Kotovsky
Proc. ASME. IDETC-CIE2013, Volume 5: 25th International Conference on Design Theory and Methodology; ASME 2013 Power Transmission and Gearing Conference, V005T06A026, August 4–7, 2013
Paper No: DETC2013-12128
DOI: https://doi.org/10.1115/DETC2013-12128
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Topics: Design, Testing, Patents, Computational methods, Databases, Gages