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

    Source: Journal of Mechanical Design:;2015:;volume( 137 ):;issue: 007:;page 71410
    Author(s): Wang, Mingxian; Chen, Wei
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: In this paper, we propose a datadriven network analysis based approach to predict individual choice sets for customer choice modeling in engineering design. We apply data analytics to mine existing data of customer choice ...
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    Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions 

    Source: Journal of Mechanical Design:;2020:;volume( 142 ):;issue: 003
    Author(s): Xie, Jian; Bi, Youyi; Sha, Zhenghui; Wang, Mingxian; Fu, Yan; Contractor, Noshir; Gong, Lin; Chen, Wei
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Understanding the impact of engineering design on product competitions is imperative for product designers to better address customer needs and develop more competitive products. In this paper, we propose a dynamic ...
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