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A Data Driven Network Analysis Approach to Predicting Customer Choice Sets for Choice Modeling in Engineering Design
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 ...
Data-Driven Dynamic Network Modeling for Analyzing the Evolution of Product Competitions
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 ...