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RISA Dual-Stage Framework for Automated Review Labeling: Integrating Keyword Detection and Large Language Models for Subfeature Analysis
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. Incorporating user needs into design strategies is a promising approach for successful product design. To achieve this, numerous studies extract design implications from user-generated data through supervised and ...
Importance-Induced Customer Segmentation Using Explainable Machine Learning
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Customer segmentation plays a critical role in enhancing a company’s product penetration rate in the market. It enables numerous downstream applications such as customer-oriented product development and trend analysis. ...