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Journal Articles

Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions

Jian Xie, Youyi Bi, Zhenghui Sha, Mingxian Wang, Yan Fu, Noshir Contractor, Lin Gong, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031112.
Paper No: MD-19-1446
https://doi.org/10.1115/1.4045687
Published Online: January 14, 2020
View Article titled, Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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Topics: Modeling, Vehicles, Network analysis, Engineering design, Fuel consumption
Journal Articles

Data-Driven Platform Design: Patent Data and Function Network Analysis

Binyang Song, Jianxi Luo, Kristin Wood
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021101.
Paper No: MD-18-1499
https://doi.org/10.1115/1.4042083
Published Online: December 20, 2018
View Article titled, Data-Driven Platform Design: Patent Data and Function Network Analysis
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Topics: Design, Network analysis, Patents, Robots, Algorithms
Journal Articles

Network Analysis of Design Automation Literature

Tinghao Guo, Jiarui Xu, Yue Sun, Yilin Dong, Neal Davis, James T. Allison
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2018, 140(10): 101403.
Paper No: MD-17-1408
https://doi.org/10.1115/1.4040787
Published Online: July 31, 2018
View Article titled, Network Analysis of Design Automation Literature
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Topics: Design, Design automation, Engineering design, Modeling, Network analysis, Visualization, Optimization, Algorithms, Energy sustainability, Design methodology
Includes: Supplementary data
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

Longitudinal Analysis of Mechanism and Machine Theory: Geospatial Productivity, Journal Citation Networks, and Researcher Communities

Dar-Zen Chen, Ya-Yun Lee
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. March 2016, 138(3): 032301.
Paper No: MD-15-1417
https://doi.org/10.1115/1.4032397
Published Online: January 18, 2016
View Article titled, Longitudinal Analysis of Mechanism and Machine Theory: Geospatial Productivity, Journal Citation Networks, and Researcher Communities
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Topics: Machinery, Network analysis, China, Robotics
Journal Articles

A Data-Driven Network Analysis Approach to Predicting Customer Choice Sets for Choice Modeling in Engineering Design

Mingxian Wang, Wei Chen
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2015, 137(7): 071410.
Paper No: MD-14-1553
https://doi.org/10.1115/1.4030160
Published Online: July 1, 2015
View Article titled, A Data-Driven Network Analysis Approach to Predicting Customer Choice Sets for Choice Modeling in Engineering Design
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Topics: Engineering design, Modeling, Network analysis, Vehicles, Mining