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Journal Articles

Importance-Induced Customer Segmentation Using Explainable Machine Learning

Accepted Manuscript
Seyoung Park, Yilan Jiang, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des.
Paper No: MD-24-1118
https://doi.org/10.1115/1.4066746
Published Online: September 30, 2024
View Article titled, Importance-Induced Customer Segmentation Using Explainable Machine Learning
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Topics: Image segmentation, Machine learning, Construction, Data-driven design, Design automation, Neural network models, Product development, Trend analysis
Journal Articles

Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews

Yi Han, Gaurav Nanda, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2023, 145(4): 041402.
Paper No: MD-22-1296
https://doi.org/10.1115/1.4055736
Published Online: December 9, 2022
View Article titled, Attribute-Sentiment-Guided Summarization of User Opinions From Online Reviews
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Topics: Durability, E-commerce, Entropy, Natural language processing, Product design, Product development, Stability, User-centered design, Design, Absorption
Journal Articles

Assessing Global Needs When Identifying Potential Engineering for Global Development Projects

Christopher S. Mabey, Christopher A. Mattson, Eric C. Dahlin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031402.
Paper No: MD-20-1713
https://doi.org/10.1115/1.4052223
Published Online: October 1, 2021
View Article titled, Assessing Global Needs When Identifying Potential Engineering for Global Development Projects
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Topics: Data collection, Design, Heat, Innovation, Principal component analysis, Visualization, Green design, Product development, Research methods, Teams
Journal Articles

Leveraging End-User Data for Enhanced Design Concept Evaluation: A Multimodal Deep Regression Model

Chenxi Yuan, Tucker Marion, Mohsen Moghaddam
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021403.
Paper No: MD-21-1418
https://doi.org/10.1115/1.4052366
Published Online: September 21, 2021
View Article titled, Leveraging End-User Data for Enhanced Design Concept Evaluation: A Multimodal Deep Regression Model
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Topics: Design, Regression models, Product development
Journal Articles

Using Technologically Related Products From Other Domains as Inspirations for Technology-Push Product Concept Generation

Minho Lee, Dongwook Hwang, Yoonjin Lee, Byunghyun Choi, Woojin Park
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011402.
Paper No: MD-19-1534
https://doi.org/10.1115/1.4047434
Published Online: July 27, 2020
View Article titled, Using Technologically Related Products From Other Domains as Inspirations for Technology-Push Product Concept Generation
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Topics: Design, Performance, Preferences, Product development, Profitability, Creativity, Inventions, Augmented reality
Journal Articles

From Idea to Production: A Retrospective and Longitudinal Case Study of Prototypes and Prototyping Strategies

Camilla Arndt Hansen, Ali Gürcan Özkil
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031115.
Paper No: MD-19-1443
https://doi.org/10.1115/1.4045385
Published Online: January 29, 2020
View Article titled, From Idea to Production: A Retrospective and Longitudinal Case Study of Prototypes and Prototyping Strategies
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Topics: Cycles, Engineering prototypes, Visualization, Product development
Journal Articles

The Prototyping Behaviors of Startups: Exploring the Relationship Between Prototyping Behaviors and Startup Strategies

Jacob Nelson, Tobias Mahan, Christopher McComb, Jessica Menold
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031107.
Paper No: MD-19-1427
https://doi.org/10.1115/1.4045526
Published Online: December 12, 2019
View Article titled, The Prototyping Behaviors of Startups: Exploring the Relationship Between Prototyping Behaviors and Startup Strategies
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Topics: Design, Engineering prototypes, Product development, Feedback, Risk
Journal Articles

Analysis of Perceived Social Impacts of Existing Products Designed for the Developing World, With Implications for New Product Development

Hans J. Ottosson, Christopher A. Mattson, Eric C. Dahlin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2020, 142(5): 051101.
Paper No: MD-18-1918
https://doi.org/10.1115/1.4044323
Published Online: November 25, 2019
View Article titled, Analysis of Perceived Social Impacts of Existing Products Designed for the Developing World, With Implications for New Product Development
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Topics: Probability, Product development, Design, Engineers
Journal Articles

Impact of Modularity Decisions on a Firm’s Economic Objectives

Jennifer Hackl, Dieter Krause, Kevin Otto, Marc Windheim, Seung Ki Moon, Nikola Bursac, Roland Lachmayer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2020, 142(4): 041403.
Paper No: MD-18-1410
https://doi.org/10.1115/1.4044914
Published Online: November 8, 2019
View Article titled, Impact of Modularity Decisions on a Firm’s Economic Objectives
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Topics: Cycles, Design, Manufacturing, Network models, Product development, Chain
Journal Articles

A Method for Creating Product Social Impact Models of Engineered Products

Phillip D. Stevenson, Christopher A. Mattson, Eric C. Dahlin
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2020, 142(4): 041101.
Paper No: MD-18-1913
https://doi.org/10.1115/1.4044161
Published Online: November 4, 2019
View Article titled, A Method for Creating Product Social Impact Models of Engineered Products
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Topics: Design, Engineers, Health and safety, Product development, Security
Journal Articles

Cost Effects of Modular Product Family Structures: Methods and Quantification of Impacts to Support Decision Making

Sebastian Ripperda, Dieter Krause
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2017, 139(2): 021103.
Paper No: MD-16-1369
https://doi.org/10.1115/1.4035430
Published Online: January 6, 2017
View Article titled, Cost Effects of Modular Product Family Structures: Methods and Quantification of Impacts to Support Decision Making
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Topics: Decision making, Design, Plasma spraying, Spraying (Coating processes), Sales, Product development
Journal Articles

Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks

Yupeng Li, Zhaotong Wang, Lei Zhang, Xuening Chu, Deyi Xue
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2017, 139(2): 021101.
Paper No: MD-16-1359
https://doi.org/10.1115/1.4035054
Published Online: November 14, 2016
View Article titled, Function Module Partition for Complex Products and Systems Based on Weighted and Directed Complex Networks
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Topics: Algorithms, Conceptual design, Design, Flow (Dynamics), Modeling, Optimization, Construction, Simulated annealing, Product development, Cranes
Journal Articles

Architecture, Performance, and Investment in Product Development Networks

Ali A. Yassine, Joe Naoum-Sawaya
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2017, 139(1): 011101.
Paper No: MD-16-1443
https://doi.org/10.1115/1.4034673
Published Online: October 11, 2016
View Article titled, Architecture, Performance, and Investment in Product Development Networks
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Topics: Architecture, Design, Product development
Journal Articles

A Multidisciplinary Framework to Model Complex Team-Based Product Development

Shun Takai
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. June 2016, 138(6): 061402.
Paper No: MD-15-1670
https://doi.org/10.1115/1.4033038
Published Online: April 15, 2016
View Article titled, A Multidisciplinary Framework to Model Complex Team-Based Product Development
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Topics: Design, Engineers, Teams, Product development, Equilibrium (Physics)
Journal Articles

Quantification of Classical Gestalt Principles in Two-Dimensional Product Representations

José E. Lugo, James P. Schmiedeler, Stephen M. Batill, Laura Carlson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. September 2015, 137(9): 094502.
Paper No: MD-14-1365
https://doi.org/10.1115/1.4030988
Published Online: September 1, 2015
View Article titled, Quantification of Classical Gestalt Principles in Two-Dimensional Product Representations
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Topics: Design, Product design, Shapes, Reflection, Rotation, Design methodology, Design theory, Product development
Journal Articles

Large-Scale Needfinding: Methods of Increasing User-Generated Needs From Large Populations

Cory R. Schaffhausen, Timothy M. Kowalewski
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071403.
Paper No: MD-14-1561
https://doi.org/10.1115/1.4030161
Published Online: July 1, 2015
View Article titled, Large-Scale Needfinding: Methods of Increasing User-Generated Needs From Large Populations
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Topics: Design, Medical devices, Performance, Product development, User interfaces, Preferences, Product design, Testing, Design methodology, Creativity
Journal Articles

Automated Discovery of Lead Users and Latent Product Features by Mining Large Scale Social Media Networks

Suppawong Tuarob, Conrad S. Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071402.
Paper No: MD-14-1611
https://doi.org/10.1115/1.4030049
Published Online: July 1, 2015
View Article titled, Automated Discovery of Lead Users and Latent Product Features by Mining Large Scale Social Media Networks
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Topics: Algorithms, Data collection, Feature extraction, Mining, Product development, Design, Preferences
Journal Articles

Resource Allocation for Lean Product Development Using a Value Creation Cell Model

Tianyi Cai, Theodor Freiheit
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2014, 136(10): 101701.
Paper No: MD-12-1562
https://doi.org/10.1115/1.4027981
Published Online: July 21, 2014
View Article titled, Resource Allocation for Lean Product Development Using a Value Creation Cell Model
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Topics: Design, Product development, Resource allocation, Density, Disks
Journal Articles

A View on Design: The German Perspective

Herbert Birkhofer, Udo Lindemann, Christian Weber
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Guest Editorial
J. Mech. Des. November 2012, 134(11): 110301.
https://doi.org/10.1115/1.4007847
Published Online: October 17, 2012
View Article titled, A View on Design: The German Perspective
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Topics: Design, Product development
Journal Articles

Appraisal of New Product Development Success Indicators in the Aerospace Industry

Afrooz Moatari Kazerouni, Sofiane Achiche, Onur Hisarciklilar, Vincent Thomson
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2011, 133(10): 101013.
https://doi.org/10.1115/1.4004974
Published Online: October 25, 2011
View Article titled, Appraisal of New Product Development Success Indicators in the Aerospace Industry
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Topics: Aerospace industry, Dimensions, Product development