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Showing results 1 to 17 of 17

SSCISCOPUS
A data-driven approach to establishing a patent strategy by generating a patent map based on generative topographic mappingopen access

Jung, Jaehoon; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2025CitationTechnological Forecasting & Social Change, v.220, pp 1 - 15PublisherElsevier Inc.
SSCISCOPUS
A systematic idea generation approach for developing a new technology: Application of a socio-technical transition systemopen access

Lee, Keeeun; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2022CitationTechnological Forecasting & Social Change, v.176, pp 1 - 16PublisherElsevier Inc.
An Algorithm for Supporting Decision Making in Stock Investment through Opinion Mining and Machine Learning

Jeong, Yujin; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2018Citation2018 PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET '18): MANAGING TECHNOLOGICAL ENTREPRENEURSHIP: THE ENGINE FOR ECONOMIC GROWTHPublisherIEEE
SCIESCOPUS
An eXplainable AI (XAI) model for text-based patent novelty analysisopen access

Jang, Hyejin; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2023CitationExpert Systems with Applications, v.231, pp 1 - 12PublisherElsevier Ltd
SSCISCOPUS
Application of artificial intelligence in technology management: status quo, challenges and opportunities

Kim, Sunhye; Song, Youngchul; Go, Minseok; Kim, Seha; Kim, Minji; Yoon, Byungun

ArticleIssue Date2025CitationTechnology Analysis & Strategic Management, v.37, no.12, pp 3005 - 3020PublisherTaylor & Francis Group
SCIESCOPUS
Detecting a Risk Signal in Stock Investment Through Opinion Mining and Graph-Based Semi-Supervised Learningopen access

Yoon, Byungun; Jeong, Yujin; Kim, Sunhye

ArticleIssue Date2020CitationIEEE ACCESS, v.8, pp 161943 - 161957PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Developing a data-driven technology roadmapping method using generative adversarial network (GAN)open access

Kim, Sunhye; Jang, Hyejin; Yoon, Byungun

ArticleIssue Date2023CitationComputers in Industry, v.145, pp 1 - 17PublisherELSEVIER
SCIESCOPUS
Developing Automatic-Labeled Topic Modeling Based on SAO Structure for Technology Analysisopen access

Park, Minyoung; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2025CitationPLoS ONE, v.20, no.8 AugustPublisherPublic Library of Science
SCIESCOPUS
Developing Tech2Vec: A new embedding approach of technology information using a triple layer

Lee, Suyeong; Kim, Sunhye; Lee, Daye; Yoon, Byungun

ArticleIssue Date2025CitationComputers & Industrial Engineering, v.205, pp 1 - 17PublisherElsevier Ltd
SCIESSCISCOPUS
Development of a fundamental patent exploration methodology based on technology knowledge flowopen access

Song, Youngchul; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2025CitationEPJ Data Science, v.14, no.1PublisherSpringer-Verlag GmbH Germany
SCIESSCISCOPUS
Doc2vec-based link prediction approach using SAO structures: application to patent network

Yoon, Byungun; Kim, Songhee; Kim, Sunhye; Seol, Hyeonju

ArticleIssue Date2022CitationScientometrics, v.127, no.9, pp 5385 - 5414PublisherSPRINGER
SCIESCOPUS
Impact Analysis of Telecommunications Technology Based on Usage Scenarios: The Case of 5G Low-Latency Technology in V2Xopen access

Yoon, Byungun; Jang, Hyejin; Kim, Sunhye; Song, Young-Keun; Park, Gwangman; Seol, Hyeonju; Lee, Sungjoo

ArticleIssue Date2023CitationIEEE Access, v.11, pp 127866 - 127879PublisherIEEE
SCIESSCISCOPUS
Main path analysis for technological development using SAO structure and DEMATEL based on keyword causality

Oh, Myeongji; Jang, Hyejin; Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2023CitationScientometrics, v.128, no.4, pp 2079 - 2104PublisherSPRINGER
SCIESCOPUS
Multi-document summarization for patent documents based on generative adversarial networkopen access

Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2022CitationExpert Systems with Applications, v.207, pp 1 - 15PublisherElsevier Ltd.
SCIESCOPUS
Patent infringement analysis using a text mining technique based on SAO structure

Kim, Sunhye; Yoon, Byungun

ArticleIssue Date2021CitationCOMPUTERS IN INDUSTRY, v.125PublisherELSEVIER
SCIESCOPUS
SAO2Vec: Development of an algorithm for embedding the subject-action-object (SAO) structure using Doc2Vecopen access

Kim, Sunhye; Park, Inchae; Yoon, Byungun

ArticleIssue Date2020CitationPLOS ONE, v.15, no.2PublisherPUBLIC LIBRARY SCIENCE
SCIESSCISCOPUS
Technological Opportunities Discovery for Safety Through Topic Modeling and Opinion Mining in the Fourth Industrial Revolution: The Case of Artificial Intelligence

Park, Inchae; Yoon, Byungun; Kim, Sunhye; Seol, Hyeonju

ArticleIssue Date2021CitationIEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, v.68, no.5, pp 1504 - 1519PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
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