Working Manuscripts
Jiang, Y.†, Park, S.†, Lu, Z., Bayless, J., and Kim, H.* Designing resilient remanufacturing strategies: A probabilistic framework for uncertainty-aware decision making. Under Review.
Embedded Files
Journal Publications
J13. Jiang, Y.†, Park, S.†, and Kim, H.* (In Press). A dual-stage framework for automated review labeling: Integrating keyword detection and large language models for sub-feature analysis. Journal of Mechanical Design. [SCIE] Link
J12. Park, S., Joung, J.*, and Kim, H.* (In Press). Large language model-based online review classification for subfeature-level customer opinion analysis. Journal of Mechanical Design. [SCIE] Link
J11. Park, S. and Kim, H.* (2026). Data-driven analysis of usage-feature interactions for new product design. Expert Systems with Applications, 296, Part A. [SCIE] Link
J10. Park, S.†, Jiang, Y.†, and Kim, H.* (2025). Importance-Induced Customer Segmentation Using Explainable Machine Learning. Journal of Mechanical Design, 147(4). [SCIE] Link
J09. Park, S.†, Lin, K.†, Joung, J., and Kim, H.* (2025). An automated data-driven approach for product design strategies to respond to market disruption following COVID-19. Journal of Mechanical Design, 147(3). [SCIE] Link
J08. Park, S. and Kim, H.* (2024). Extracting product design guidance from online reviews: An explainable neural network-based approach. Expert Systems with Applications, 236. [SCIE] Link
J07. Park, K., Park, S., and Joung, J.* (2023). Contextual Meaning-based Approach to Fine-grained Online Product Review Analysis for Product Design. IEEE Access. [SCIE] Link
J06. Park, S. and Kim, H.* (2023). Analysis of Brand Effects in Data-Driven Design Based on Online Reviews. Journal of Mechanical Design, 145(12). [SCIE] Link
J05. Park, S., Joung, J., and Kim, H.* (2023). Spec guidance for engineering design based on data mining and neural networks. Computers in Industry, 144. [SCIE] Link
J04. Park, S. and Kim, H.* (2022). Finding social networks among online reviewers for customer segmentation. Journal of Mechanical Design, 144(12). [SCIE] Link
J03. Park, S. and Kim, H.* (2022). Phrase embedding and clustering for sub-feature extraction from online data. Journal of Mechanical Design, 144(5). [SCIE] Link
J02. Kim, J., Park, S., and Kim, H.* (2022). Optimal modular remanufactured product configuration and harvesting planning for end-of-life products. Journal of Mechanical Design, 144(4). [SCIE] Link
J01. Kim, J., Park, S., and Kim, H.* (2022). Analysis of dynamic changes in customer sentiment on product features after the outbreak of covid-19 based on online reviews. Journal of Mechanical Design, 144(2). [SCIE] Link
† Co-first author * Corresponding author
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