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Proceedings Papers

Modeling Demand Spikes in Continuously Evolving Products Using Dynamic Customer Preferences

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Ian Walter, Philip E. Paré, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A037, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143633
https://doi.org/10.1115/DETC2024-143633
View Paper titled, Modeling Demand Spikes in Continuously Evolving Products Using Dynamic Customer Preferences
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Topics: Field theories (Physics), Modeling, Preferences
Proceedings Papers

Graph Neural Network-Based Link Prediction for Highly Imbalanced Network Data

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Yinshuang Xiao, Zhenghui Sha
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A005, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143786
https://doi.org/10.1115/DETC2024-143786
View Paper titled, Graph Neural Network-Based Link Prediction for Highly Imbalanced Network Data
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Topics: Complex systems, Engineering systems and industry applications, Graph neural networks, Manufacturing, Mechanical admittance, Neural network models, Performance evaluation, Preferences, Probability, Resource allocation
Proceedings Papers

Material Selection Using Large Language Models

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Yash Patawari Jain, Daniele Grandi, Allin Groom, Brandon Cramer, Christopher McComb
Proc. ASME. IDETC-CIE2024, Volume 3B: 50th Design Automation Conference (DAC), V03BT03A058, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143751
https://doi.org/10.1115/DETC2024-143751
View Paper titled, Material Selection Using Large Language Models
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Topics: Large language models, Design, Conceptual design, Manufacturing, Architecture, Construction, Cycles, Natural language processing, Optimization, Preferences
Proceedings Papers

Understanding the User Perception Gap: Older Adults and Sit-to-Stand Assistance

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Stephan Stansfield, Booker Schelhaas, Neville Hogan, Maria Yang
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A034, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116642
https://doi.org/10.1115/DETC2023-116642
View Paper titled, Understanding the User Perception Gap: Older Adults and Sit-to-Stand Assistance
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Topics: Design, Engineering prototypes, Mechanical admittance, Medical devices, Preferences, Risk, Robotics, User-centered design
Proceedings Papers

Co-Design in the Himalaya: Embracing Local Knowledge and User Innovation to Address Household Energy Challenges

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Robyn C. Richmond, Daniel J. Sweeney, Daniel D. Frey, Sucheta Baliga
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A045, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115082
https://doi.org/10.1115/DETC2023-115082
View Paper titled, Co-Design in the Himalaya: Embracing Local Knowledge and User Innovation to Address Household Energy Challenges
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Topics: Design, Innovation, Fuels, Heating, Air pollution, Biomass, Coal, Performance, Preferences
Proceedings Papers

Form Attributes to Measure and Understand Aesthetic Preferences

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Jana I. Saadi, Maria C. Yang, Leah Chong
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A018, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116601
https://doi.org/10.1115/DETC2023-116601
View Paper titled, Form Attributes to Measure and Understand Aesthetic Preferences
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Topics: Preferences, Semantics, Design
Proceedings Papers

Identifying a Relationship Between Design Concept Representation Style and Consumer Product Preference

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Jonathan Echerd, Brian Sylcott, Russell Lemken, Gerald Weckesser, Jinkun Lee
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A005, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115059
https://doi.org/10.1115/DETC2023-115059
View Paper titled, Identifying a Relationship Between Design Concept Representation Style and Consumer Product Preference
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Topics: Design, Preferences, Solid models, Computer-aided design, Decision making, Engineering design processes, Engineering drawings, Feedback, Semantics, Testing
Proceedings Papers

Empathic Ability Vs. User Satisfaction: Evaluating the Role of Preference Accuracy in Engineering Design

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Erin Johnson, Cynthia Letting, Nicolás F. Soria Zurita, Jessica Menold
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A037, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116943
https://doi.org/10.1115/DETC2023-116943
View Paper titled, Empathic Ability Vs. User Satisfaction: Evaluating the Role of Preference Accuracy in Engineering Design
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Topics: Engineering design, Preferences, Design, Performance, Engineering design processes, Instrumentation
Proceedings Papers

Collecting Product Design Data: Examining the Applicability of Utilizing Gaze Data to Obtain Customer Feedback on Product Designs

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George Vrampas, Corey Kado, Xiaoou Yang, Elisabeth Kames, Beshoy Morkos
Proc. ASME. IDETC-CIE2023, Volume 2: 43rd Computers and Information in Engineering Conference (CIE), V002T02A028, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-117130
https://doi.org/10.1115/DETC2023-117130
View Paper titled, Collecting Product Design Data: Examining the Applicability of Utilizing Gaze Data to Obtain Customer Feedback on Product Designs
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Topics: Feedback, Preferences, Product design, Design, Automobiles, Computer software, Engineering design, Microwaves, Mobile phones, Rendering
Proceedings Papers

Investigate Customer Preferences Using Online Video Reviews - Preliminary Results

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Kangcheng Lin, Harrison Kim
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A022, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-115206
https://doi.org/10.1115/DETC2023-115206
View Paper titled, Investigate Customer Preferences Using Online Video Reviews - Preliminary Results
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Topics: Preferences, Feedback, E-commerce, Engineering design, Product design
Proceedings Papers

How Does Agency Impact Human-AI Collaborative Design Space Exploration? A Case Study on Ship Design With Deep Generative Models

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Shahroz Khan, Panagiotis Kaklis, Kosa Goucher-Lambert
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A055, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-112570
https://doi.org/10.1115/DETC2023-112570
View Paper titled, How Does Agency Impact Human-AI Collaborative Design Space Exploration? A Case Study on Ship Design With Deep Generative Models
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Topics: Design, Naval architecture, Plasma spectroscopy, Ships, Generative design, Hull, Optimization, Preferences, Space, Tradeoffs
Proceedings Papers

Nature Versus Nurture: the Influence of Classroom Creative Climate on Risk-Taking Preferences of Engineering Students

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Aoran Peng, Jessica Menold, Scarlett R. Miller
Proc. ASME. IDETC-CIE2023, Volume 4: 20th International Conference on Design Education (DEC), V004T04A005, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116688
https://doi.org/10.1115/DETC2023-116688
View Paper titled, Nature Versus Nurture: the Influence of Classroom Creative Climate on Risk-Taking Preferences of Engineering Students
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Topics: Climate, Design, Engineering students, Preferences, Risk
Proceedings Papers

The Potential for Incentive Structures to Prevent Significant Engineering Failures

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Wanru Li, George Hazelrigg
Proc. ASME. IDETC-CIE2023, Volume 6: 35th International Conference on Design Theory and Methodology (DTM), V006T06A035, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-116706
https://doi.org/10.1115/DETC2023-116706
View Paper titled, The Potential for Incentive Structures to Prevent Significant Engineering Failures
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Topics: Design, Diesel engines, Emissions, Engineers, Failure, Preferences, Profitability, Safety, Systems engineering, Systems engineers
Proceedings Papers

Data Driven Integrated Design Space Exploration Using iSOM

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Rashmi Rama Sushil, Mathew Baby, Gehendra Sharma, Anand Balu Nellippallil, Palaniappan Ramu
Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A014, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-89895
https://doi.org/10.1115/DETC2022-89895
View Paper titled, Data Driven Integrated Design Space Exploration Using iSOM
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Topics: Design, Chain, Preferences, Steel, Wounds, Accounting, Complex systems, Cooling, Crashworthiness, Hot rolling
Proceedings Papers

Design-Engineers’ Selection of Agency: Harm Mitigation in Ambient Intelligent Environments

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Caseysimone Ballestas, Euiyoung Kim, Jesuël Lanoy, Jules Janssens
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A047, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-91063
https://doi.org/10.1115/DETC2022-91063
View Paper titled, Design-Engineers’ Selection of Agency: Harm Mitigation in Ambient Intelligent Environments
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Topics: Actuators, Computer technology, Design, Design engineering, Engineers, Performance, Preferences, Sensors
Proceedings Papers

An Empirical Study of the Impact of Task Expectation Framing on Design Decision Delegation

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Richard Malak, Rachel Smallman, Heather Lench
Proc. ASME. IDETC-CIE2022, Volume 6: 34th International Conference on Design Theory and Methodology (DTM), V006T06A030, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-90147
https://doi.org/10.1115/DETC2022-90147
View Paper titled, An Empirical Study of the Impact of Task Expectation Framing on Design Decision Delegation
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Topics: Design, Framing (Construction), Structural frames, Performance, Engineering systems and industry applications, Computers, Engineering students, Engineers, Preferences
Proceedings Papers

Investigate the Influence of Online Ratings and Reviews in Purchase Behavior Using Customer Choice Sets

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Kangcheng Lin, Harrison M. Kim
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A017, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70806
https://doi.org/10.1115/DETC2021-70806
View Paper titled, Investigate the Influence of Online Ratings and Reviews in Purchase Behavior Using Customer Choice Sets
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Topics: Feedback, Laptop computers, Preferences, Probability, Product design
Proceedings Papers

Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach

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Karim A. ElSayed, Ilias Bilionis, Jitesh H. Panchal
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A022, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70425
https://doi.org/10.1115/DETC2021-70425
View Paper titled, Evaluating Heuristics in Engineering Design: A Reinforcement Learning Approach
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Topics: Engineering design, Reinforcement learning, Design, Simulation, Decision making, Engineering design processes, Performance, Preferences
Proceedings Papers

Service Recommendation Based on Dynamic User Portrait: An Integrated Approach

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Yuqi Tang, Shanshan Li, Wenyan Song, Caibo Zhou, Zixuan Niu
Proc. ASME. IDETC-CIE2021, Volume 2: 41st Computers and Information in Engineering Conference (CIE), V002T02A056, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-68080
https://doi.org/10.1115/DETC2021-68080
View Paper titled, Service Recommendation Based on Dynamic User Portrait: An Integrated Approach
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Topics: Computers, Filtration, Internet, Preferences
Proceedings Papers

Extending Usage Context-Based Design to Coupled Usage Contexts: A Vehicle Design Case Study

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Mojtaba Arezoomand, Jesse Austin-Breneman
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A038, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-67890
https://doi.org/10.1115/DETC2021-67890
View Paper titled, Extending Usage Context-Based Design to Coupled Usage Contexts: A Vehicle Design Case Study
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Topics: Automotive design, Design, Decision making, Engineers, Modeling, Performance, Preferences