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Proceedings Papers

Automated Sub-Feature Labeling Using Prompt-Based Pretrained Language Model

Seyoung Park, Yilan Jiang, Harrison Kim
Proc. ASME. IDETC-CIE2024, Volume 3A: 50th Design Automation Conference (DAC), V03AT03A018, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-142891
https://doi.org/10.1115/DETC2024-142891
View Paper titled, Automated Sub-Feature Labeling Using Prompt-Based Pretrained Language Model
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Topics: Batteries, Product design
Journal Articles

Importance-Induced Customer Segmentation Using Explainable Machine Learning

Seyoung Park, Yilan Jiang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2025, 147(4): 044501.
Paper No: MD-24-1118
https://doi.org/10.1115/1.4066746
Published Online: October 24, 2024
View Article titled, Importance-Induced Customer Segmentation Using Explainable Machine Learning
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Topics: Image segmentation, Construction, Machine learning
Journal Articles

An Automated Data-Driven Approach for Product Design Strategies to Respond to Market Disruption Following COVID-19

Seyoung Park, Kangcheng Lin, Junegak Joung, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2025, 147(3): 031402.
Paper No: MD-24-1210
https://doi.org/10.1115/1.4066684
Published Online: October 18, 2024
View Article titled, An Automated Data-Driven Approach for Product Design Strategies to Respond to Market Disruption Following COVID-19
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Topics: Batteries, Laptop computers, Pandemics, Preferences, Product design
Journal Articles

Joint Special Issue: Advances in Design and Manufacturing for Sustainability

Mihaela Banu, Sara Behdad, Daniel Cooper, Karl Haapala, Chao Hu, Harrison Kim, Astrid Layton, Barbara S. Linke, Jie Zhang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. February 2024, 146(2): 020301.
Paper No: MD-23-1879
https://doi.org/10.1115/1.4064362
Published Online: January 8, 2024
View Article titled, Joint Special Issue: Advances in Design and Manufacturing for Sustainability
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Topics: Design, Manufacturing, Sustainability
Journal Articles

Joint Special Section: Advances in Design and Manufacturing for Sustainability

Mihaela Banu, Sara Behdad, Daniel Cooper, Karl R. Haapala, Chao Hu, Harrison Kim, Astrid Layton, Barbara S. Linke, Jie Zhang
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Manuf. Sci. Eng. February 2024, 146(2): 020201.
Paper No: MANU-23-1762
https://doi.org/10.1115/1.4064363
Published Online: January 8, 2024
View Article titled, Joint Special Section: Advances in Design and Manufacturing for Sustainability
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Topics: Design, Manufacturing, Sustainability
Proceedings Papers

Investigate Customer Preferences Using Online Video Reviews - Preliminary Results

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

Investigating the Effect of a Brand Factor in Product Design Based on a Data-Driven Approach Using Online Reviews

Seyoung Park, Harrison Kim
Proc. ASME. IDETC-CIE2023, Volume 3A: 49th Design Automation Conference (DAC), V03AT03A019, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114966
https://doi.org/10.1115/DETC2023-114966
View Paper titled, Investigating the Effect of a Brand Factor in Product Design Based on a Data-Driven Approach Using Online Reviews
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Topics: Bills of materials, Data-driven design, Equilibrium (Physics), Product design
Journal Articles

Analysis of Brand Effects in Data-Driven Design Based on Online Reviews

Seyoung Park, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2023, 145(12): 121704.
Paper No: MD-23-1262
https://doi.org/10.1115/1.4063288
Published Online: October 6, 2023
View Article titled, Analysis of Brand Effects in Data-Driven Design Based on Online Reviews
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Topics: Data-driven design
Proceedings Papers

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

Michael Saidani, Harrison Kim, Bernard Yannou
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A005, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70613
https://doi.org/10.1115/DETC2021-70613
View Paper titled, Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges
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Topics: Design, Green design, Machine learning, Natural language processing
Proceedings Papers

Design for Product Circularity: Circular Economy Indicators With Tools Mapped Along the Engineering Design Process

Michael Saidani, Harrison Kim
Proc. ASME. IDETC-CIE2021, Volume 5: 26th Design for Manufacturing and the Life Cycle Conference (DFMLC), V005T05A008, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69629
https://doi.org/10.1115/DETC2021-69629
View Paper titled, Design for Product Circularity: Circular Economy Indicators With Tools Mapped Along the Engineering Design Process
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Topics: Design, Economics , Engineering design processes, Product design
Proceedings Papers

Can Online Customer Reviews Help Design More Sustainable Products? A Preliminary Study on Amazon Climate Pledge Friendly Products

Michael Saidani, Harrison Kim, Nawres Ayadhi, Bernard Yannou
Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A002, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-69705
https://doi.org/10.1115/DETC2021-69705
View Paper titled, Can Online Customer Reviews Help Design More Sustainable Products? A Preliminary Study on Amazon Climate Pledge Friendly Products
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Topics: Climate, Design, Feedback, Green design, Sustainability
Proceedings Papers

Switching From Petroleum- to Bio-Based Plastics: Visualization Tools to Screen Sustainable Material Alternatives During the Design Process

Michael Saidani, Erik Pan, Harrison Kim
Proc. ASME. IDETC-CIE2020, Volume 6: 25th Design for Manufacturing and the Life Cycle Conference (DFMLC), V006T06A030, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22429
https://doi.org/10.1115/DETC2020-22429
View Paper titled, Switching From Petroleum- to Bio-Based Plastics: Visualization Tools to Screen Sustainable Material Alternatives During the Design Process
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Topics: Design, Green design, Petroleum, Plastics, Sustainability, Visualization
Proceedings Papers

Framing Product Circularity Performance for Optimized Green Profit

Michael Saidani, Harrison Kim, Bernard Yannou, Yann Leroy, François Cluzel
Proc. ASME. IDETC-CIE2019, Volume 4: 24th Design for Manufacturing and the Life Cycle Conference; 13th International Conference on Micro- and Nanosystems, V004T05A022, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-98390
https://doi.org/10.1115/DETC2019-98390
View Paper titled, Framing Product Circularity Performance for Optimized Green Profit
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Topics: Design, Design engineering, Dimensions, Economics , Framing (Construction), Life cycle assessment, Linkages, Maintenance, Optimization, Recycling
Journal Articles

Multiple Target Exploration Approach for Design Exploration Using a Swarm Intelligence and Clustering

Hyeongmin Han, Sehyun Chang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. September 2019, 141(9): 091401.
Paper No: MD-18-1299
https://doi.org/10.1115/1.4043201
Published Online: April 22, 2019
View Article titled, Multiple Target Exploration Approach for Design Exploration Using a Swarm Intelligence and Clustering
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Topics: Design, Optimization
Journal Articles

A Systematic Methodology Based on Word Embedding for Identifying the Relation Between Online Customer Reviews and Sales Rank

Dedy Suryadi, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. December 2018, 140(12): 121403.
Paper No: MD-17-1779
https://doi.org/10.1115/1.4040913
Published Online: September 18, 2018
View Article titled, A Systematic Methodology Based on Word Embedding for Identifying the Relation Between Online Customer Reviews and Sales Rank
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Topics: Laptop computers, Regression models, Sales, Filtration
Proceedings Papers

A Systematic Approach to Identifying a Set of Feasible Designs

Hyeongmin Han, Sehyun Chang, Harrison Kim
Proc. ASME. IDETC-CIE2017, Volume 2B: 43rd Design Automation Conference, V02BT03A040, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-68003
https://doi.org/10.1115/DETC2017-68003
View Paper titled, A Systematic Approach to Identifying a Set of Feasible Designs
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Topics: Automotive design, Bicycles, Databases, Design, Engineering design, Optimization
Proceedings Papers

Value of Bootstrapping Staged Deployment of Infrastructure: Case Study in Space Infrastructure Deployment

Koki Ho, Hao Chen, Harrison Kim
Proc. ASME. IDETC-CIE2017, Volume 4: 22nd Design for Manufacturing and the Life Cycle Conference; 11th International Conference on Micro- and Nanosystems, V004T05A030, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67610
https://doi.org/10.1115/DETC2017-67610
View Paper titled, Value of Bootstrapping Staged Deployment of Infrastructure: Case Study in Space Infrastructure Deployment
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Topics: Life cycle costing
Proceedings Papers

Two Stage Mini-Max Algorithm for Grid-Based Wind Farm Layout Optimization

Ning Quan, Harrison Kim
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A023, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67535
https://doi.org/10.1115/DETC2017-67535
View Paper titled, Two Stage Mini-Max Algorithm for Grid-Based Wind Farm Layout Optimization
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Topics: Algorithms, Optimization, Wind farms, Turbines, Wind
Proceedings Papers

A Tight Upper Bound for Grid-Based Wind Farm Layout Optimization

Ning Quan, Harrison Kim
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A022, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-59712
https://doi.org/10.1115/DETC2016-59712
View Paper titled, A Tight Upper Bound for Grid-Based Wind Farm Layout Optimization
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Topics: Optimization, Wind farms, Algorithms, Integer programming
Proceedings Papers

Identifying the Relations Between Product Features and Sales Rank From Online Reviews

Dedy Suryadi, Harrison Kim
Proc. ASME. IDETC-CIE2016, Volume 2A: 42nd Design Automation Conference, V02AT03A015, August 21–24, 2016
Publisher: American Society of Mechanical Engineers
Paper No: DETC2016-60481
https://doi.org/10.1115/DETC2016-60481
View Paper titled, Identifying the Relations Between Product Features and Sales Rank From Online Reviews
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Topics: Sales, Calories, Design, Regression models