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전체 가 나 다 라 마 바 사 아 자 차 카 타 파 하

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A Dual-Stage Framework for Automated Review Labeling: Integrating Keyword Detection and Large Language Models for Subfeature Analysisopen access

Jiang, Yilan; Park, Seyoung; Kim, Harrison

ArticleIssue Date2026CitationJournal of Mechanical Design, v.148, no.5PublisherAmerican Society of Mechanical Engineers (ASME)
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An Automated Data-Driven Approach for Product Design Strategies to Respond to Market Disruption Following COVID-19

Park, Seyoung; Lin, Kangcheng; Joung, Junegak; Kim, Harrison

ArticleIssue Date2025CitationJournal of Mechanical Design - Transactions of the ASME, v.147, no.3PublisherAmerican Society of Mechanical Engineers
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Analysis of Brand Effects in Data-Driven Design Based on Online Reviews

Park, Seyoung; Kim, Harrison

ArticleIssue Date2023CitationJournal of Mechanical Design - Transactions of the ASME, v.145, no.12PublisherAmerican Society of Mechanical Engineers
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Data-driven analysis of usage-feature interactions for new product design

Park, Seyoung; Kim, Harrison

ArticleIssue Date2026CitationExpert Systems with Applications, v.296PublisherElsevier
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DATA-DRIVEN GREEN PROFIT DESIGN: SUSTAINABLE REMANUFACTURING BASED ON CUSTOMER SEGMENTATION

Jiang, Yilan; Park, Seyoung; Kim, Harrison

ArticleIssue Date2025CitationProceedings of the ASME Design Engineering Technical Conference, v.4PublisherAmerican Society of Mechanical Engineers (ASME)
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Extracting product design guidance from online reviews: An explainable neural network-based approach

Park, Seyoung; Kim, Harrison

ArticleIssue Date2024CitationExpert Systems with Applications, v.236PublisherPergamon Press Ltd.
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Importance-Induced Customer Segmentation Using Explainable Machine Learning

Park, Seyoung; Jiang, Yilan; Kim, Harrison

ArticleIssue Date2025CitationJournal of Mechanical Design - Transactions of the ASME, v.147, no.4PublisherAmerican Society of Mechanical Engineers
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Large Language Model-Based Online Review Classification for Subfeature-Level Customer Opinion Analysis

Park, Seyoung; Joung, Junegak; Kim, Harrison

ArticleIssue Date2026CitationJournal of Mechanical Design, v.148, no.4PublisherAmerican Society of Mechanical Engineers (ASME)
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PI-GENAI: PERSONALITY-INCORPORATED GENERATIVE AI FOR DESIGN CONCEPT EVALUATION

Park, Seyoung; Lin, Kangcheng; Kim, Harrison

ArticleIssue Date2025CitationProceedings of the ASME Design Engineering Technical Conference, v.3A-2025PublisherAmerican Society of Mechanical Engineers (ASME)
SCIESCOPUS
Spec guidance for engineering design based on data mining and neural networks

Park, Seyoung; Joung, Junegak; Kim, Harrison

ArticleIssue Date2023CitationComputers in Industry, v.144PublisherElsevier BV
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