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Journal Articles

A Method for Synthesizing Ontology-Based Textual Design Datasets: Evaluating the Potential of LLM in Domain-Specific Dataset Generation

Accepted Manuscript
Yunjian Qiu, Yan Jin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1460
https://doi.org/10.1115/1.4067478
Published Online: December 19, 2024
View Article titled, A Method for Synthesizing Ontology-Based Textual Design Datasets: Evaluating the Potential of LLM in Domain-Specific Dataset Generation
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Topics: Design, Large language models, Ontologies
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

A Fuzzy Ontology-Based Decision Tool for Concept Selection to Maintain Consistency Throughout Design Iterations

Yan Liu, Xinru Chen, Claudia Eckert, Xin Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. October 2024, 146(10): 104501.
Paper No: MD-23-1539
https://doi.org/10.1115/1.4065256
Published Online: April 22, 2024
View Article titled, A Fuzzy Ontology-Based Decision Tool for Concept Selection to Maintain Consistency Throughout Design Iterations
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Topics: Design, Ontologies
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

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

Feng Shi, Liuqing Chen, Ji Han, Peter Childs
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2017, 139(11): 111402.
Paper No: MD-17-1117
https://doi.org/10.1115/1.4037649
Published Online: October 2, 2017
View Article titled, A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
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Topics: Design, Information retrieval, Ontologies, Probability, Network analysis, Text analytics, Databases
Journal Articles

Product Family Design Through Ontology-Based Faceted Component Analysis, Selection, and Optimization

Ying Liu, Soon Chong Johnson Lim, Wing Bun Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2013, 135(8): 081007.
Paper No: MD-11-1525
https://doi.org/10.1115/1.4023632
Published Online: July 20, 2013
View Article titled, Product Family Design Through Ontology-Based Faceted Component Analysis, Selection, and Optimization
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Topics: Design, Ontologies, Optimization, Laptop computers
Journal Articles

Development and Utilization of Ontologies in Design for Manufacturing

Xiaomeng Chang, Rahul Rai, Janis Terpenny
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2010, 132(2): 021009.
https://doi.org/10.1115/1.4000697
Published Online: February 9, 2010
View Article titled, Development and Utilization of Ontologies in Design for Manufacturing
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Topics: Design for Manufacturing, Ontologies, Design