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Journal Articles

Large Language Models for Predicting Empathic Accuracy Between a Designer and a User

Oluwatoba Fabunmi, Saman Halgamuge, Daniel Beck, Katja Holtta-Otto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041401.
Paper No: MD-24-1451
https://doi.org/10.1115/1.4067227
Published Online: December 10, 2024
View Article titled, Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
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Topics: Design, Large language models, Semantics, Data collection
Journal Articles

Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph Based on Multimodal Design Information

Zhinan Li, Guodong Sa, Zhenyu Liu, Bin Li, Jianrong Tan
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031401.
Paper No: MD-23-1892
https://doi.org/10.1115/1.4066680
Published Online: October 18, 2024
View Article titled, Top-Down Hierarchical Construction and Application of a Domain Knowledge Graph Based on Multimodal Design Information
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Topics: Conceptual design, Construction, Design, Ontologies, Semantics
Journal Articles

Deep Neural Networks in Natural Language Processing for Classifying Requirements by Origin and Functionality: An Application of BERT in System Requirements

Jesse Mullis, Cheng Chen, Beshoy Morkos, Scott Ferguson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 041401.
Paper No: MD-23-1429
https://doi.org/10.1115/1.4063764
Published Online: November 13, 2023
View Article titled, Deep Neural Networks in Natural Language Processing for Classifying Requirements by Origin and Functionality: An Application of BERT in System Requirements
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Topics: Design, Natural language processing, Artificial neural networks, Semantics
Journal Articles

Comparing and Evaluating Human and Computationally Derived Representations of Non-Semantic Design Information

Elisa Kwon, Kosa Goucher-Lambert
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2024, 146(3): 031401.
Paper No: MD-23-1276
https://doi.org/10.1115/1.4063567
Published Online: November 7, 2023
View Article titled, Comparing and Evaluating Human and Computationally Derived Representations of Non-Semantic Design Information
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Topics: Design, Semantics, Space, Three-dimensional models, Computational methods
Journal Articles

A Hybrid Semantic Networks Construction Framework for Engineering Design

Cheligeer Cheligeer, Jiami Yang, Amin Bayatpour, Alexandra Miklin, Stéphane Dufresne, Lan Lin, Nadia Bhuiyan, Yong Zeng
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041405.
Paper No: MD-22-1501
https://doi.org/10.1115/1.4056076
Published Online: December 14, 2022
View Article titled, A Hybrid Semantic Networks Construction Framework for Engineering Design
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Topics: Construction, Design, Modeling, Semantics, Engineering design, Algorithms, Aircraft, Braking
Journal Articles

Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization

Xingzhi Wang, Ang Liu, Sami Kara
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041404.
Paper No: MD-22-1492
https://doi.org/10.1115/1.4056321
Published Online: December 12, 2022
View Article titled, Constructing Product Usage Context Knowledge Graph Using User-Generated Content for User-Driven Customization
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Topics: Construction, Design, Failure, Modeling, Ontologies, Vacuum, Semantics, Robots
Journal Articles

The Influence of Hand Tracking and Haptic Feedback for Virtual Prototype Evaluation in the Product Design Process

Almudena Palacios-Ibáñez, María Alonso-García, Manuel Contero, Jorge D. Camba
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041403.
Paper No: MD-22-1381
https://doi.org/10.1115/1.4055952
Published Online: December 9, 2022
View Article titled, The Influence of Hand Tracking and Haptic Feedback for Virtual Prototype Evaluation in the Product Design Process
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Topics: Design, Feedback, Haptics, Product design, Product evaluation, Semantics, Virtual reality, Statistics, Engineering prototypes
Journal Articles

Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews

Feng Zhou, Roger Jianxin Jiao, Julie S. Linsey
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071401.
Paper No: MD-14-1525
https://doi.org/10.1115/1.4030159
Published Online: July 1, 2015
View Article titled, Latent Customer Needs Elicitation by Use Case Analogical Reasoning From Sentiment Analysis of Online Product Reviews
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Topics: Algorithms, Construction, Data collection, Databases, Design, Fire, Preferences, Support vector machines, Semantics, Redundancy (Engineering)
Journal Articles

Semantic Tolerance Modeling With Generalized Intervals

Yan Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. August 2008, 130(8): 081701.
https://doi.org/10.1115/1.2936900
Published Online: July 11, 2008
View Article titled, Semantic Tolerance Modeling With Generalized Intervals
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Topics: Manufacturing, Semantics, Tolerance analysis, Tolerance modeling, Stiffness, Dimensions, Design, Computation
Journal Articles

Closed-Loop Analysis in Semantic Tolerance Modeling

Yan Wang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2008, 130(6): 061701.
https://doi.org/10.1115/1.2900715
Published Online: April 16, 2008
View Article titled, Closed-Loop Analysis in Semantic Tolerance Modeling
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Topics: Linear systems, Manufacturing, Nonlinear systems, Numerical analysis, Tolerance analysis, Tolerance modeling, Kinematics, Semantics, Computation, Algebra