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Journal Articles

An automated data-driven approach for product design strategies to respond to market disruption following COVID-19

Accepted Manuscript
Seyoung Park, Kangcheng Lin, Junegak Joung, Harrison Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des.
Paper No: MD-24-1210
https://doi.org/10.1115/1.4066684
Published Online: September 25, 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: Product design, Laptop computers, Pandemics, Preferences, Batteries, Data collection, Data-driven design, Design automation, Machine learning
Journal Articles

A Data-Driven Approach to Product Usage Context Identification From Online Customer Reviews

Dedy Suryadi, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2019, 141(12): 121104.
Paper No: MD-19-1173
https://doi.org/10.1115/1.4044523
Published Online: October 30, 2019
View Article titled, A Data-Driven Approach to Product Usage Context Identification From Online Customer Reviews
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Topics: Laptop computers, Product design
Journal Articles

A Data-Driven Methodology to Construct Customer Choice Sets Using Online Data and Customer Reviews

Dedy Suryadi, Harrison M. Kim
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2019, 141(11): 111103.
Paper No: MD-18-1788
https://doi.org/10.1115/1.4044198
Published Online: September 25, 2019
View Article titled, A Data-Driven Methodology to Construct Customer Choice Sets Using Online Data and Customer Reviews
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Topics: Laptop computers, Performance evaluation, Probability, Preferences, Natural language processing, Engineering design, Disks
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
Journal Articles

Environmental Evaluation of Product Design Alternatives: The Role of Consumer's Repair Behavior and Deterioration of Critical Components

Mostafa Sabbaghi, Sara Behdad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2017, 139(8): 081701.
Paper No: MD-16-1373
https://doi.org/10.1115/1.4036777
Published Online: June 15, 2017
View Article titled, Environmental Evaluation of Product Design Alternatives: The Role of Consumer's Repair Behavior and Deterioration of Critical Components
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Topics: Cycles, Design, Maintenance, Simulation, Product design, Laptop computers
Journal Articles

Reusability Assessment of Lithium-Ion Laptop Batteries Based on Consumers Actual Usage Behavior

Mostafa Sabbaghi, Behzad Esmaeilian, Ardeshir Raihanian Mashhadi, Willie Cade, Sara Behdad
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2015, 137(12): 124501.
Paper No: MD-15-1083
https://doi.org/10.1115/1.4031654
Published Online: October 16, 2015
View Article titled, Reusability Assessment of Lithium-Ion Laptop Batteries Based on Consumers Actual Usage Behavior
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Topics: Batteries, Cycles, Laptop computers, Lithium, Design
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

Formulating Second-Hand Market Value as a Function of Product Specifications, Age, and Conditions

Minjung Kwak, Harrison Kim, Deborah Thurston
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Design Education
J. Mech. Des. March 2012, 134(3): 032001.
https://doi.org/10.1115/1.4005858
Published Online: March 6, 2012
View Article titled, Formulating Second-Hand Market Value as a Function of Product Specifications, Age, and Conditions
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Topics: Design, Hardware, Laptop computers