Janghyeok Yoon
Orcid: 0000-0002-8701-0695
According to our database1,
Janghyeok Yoon
authored at least 48 papers
between 2011 and 2024.
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Bibliography
2024
Dynamic technology impact analysis: A multi-task learning approach to patent citation prediction.
CoRR, 2024
Early screening of potential breakthrough technologies with enhanced interpretability: A patent-specific hierarchical attention network model.
CoRR, 2024
Design of reliable technology valuation model with calibrated machine learning of patent indicators.
CoRR, 2024
2023
Towards firm-specific technology opportunities: A rule-based machine learning approach to technology portfolio analysis.
J. Informetrics, November, 2023
Technology-Transferability Analysis of Universities and Public Research Institutes Using Deep Neural Networks.
IEEE Access, 2023
Context-Aware Customer Needs Identification by Linguistic Pattern Mining Based on Online Product Reviews.
IEEE Access, 2023
2022
Scientometrics, 2022
Measuring knowledge exploration distance at the patent level: Application of network embedding and citation analysis.
J. Informetrics, 2022
Electron. Commer. Res. Appl., 2022
Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles.
CoRR, 2022
Identification of emerging business areas for business opportunity analysis: An approach based on language model and local outlier factor.
Comput. Ind., 2022
2021
J. Informetrics, 2021
Trademark-based framework to uncover business diversification opportunities: Application of deep link prediction and competitive intelligence analysis.
Comput. Ind., 2021
Anticipating promising services under technology capability for new product-service system strategies: An integrated use of patents and trademarks.
Comput. Ind., 2021
An information entropy and latent Dirichlet allocation approach to noise patent filtering.
Adv. Eng. Informatics, 2021
2020
Predicting product development directions for new product planning using patent classification-based link prediction.
Scientometrics, 2020
Inf. Process. Manag., 2020
Comput. Ind., 2020
A novel approach to evaluating the business potential of intellectual properties: A machine learning-based predictive analysis of patent lifetime.
Comput. Ind. Eng., 2020
2019
Social media mining for product planning: A product opportunity mining approach based on topic modeling and sentiment analysis.
Int. J. Inf. Manag., 2019
Comput. Ind. Eng., 2019
2018
Tracing the Evolving Trends in Electronic Skin (e-Skin) Technology Using Growth Curve and Technology Position-Based Patent Bibliometrics.
IEEE Access, 2018
Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory.
IEEE Access, 2018
IEEE Access, 2018
Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation.
IEEE Access, 2018
2017
Identifying product opportunities using collaborative filtering-based patent analysis.
Comput. Ind. Eng., 2017
2016
Generating patent development maps for technology monitoring using semantic patent-topic analysis.
Comput. Ind. Eng., 2016
2014
Assessing coreness and intermediarity of technology sectors using patent co-classification analysis: the case of Korean national R&D.
Scientometrics, 2014
Analyzing technology impact networks for R&D planning using patents: combined application of network approaches.
Scientometrics, 2014
Expert Syst. Appl., 2014
2013
Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis.
Scientometrics, 2013
Identification and evaluation of corporations for merger and acquisition strategies using patent information and text mining.
Scientometrics, 2013
Using function-based patent analysis to identify potential application areas of technology for technology transfer.
Expert Syst. Appl., 2013
Expert Syst. Appl., 2013
2012
Detecting signals of new technological opportunities using semantic patent analysis and outlier detection.
Scientometrics, 2012
Scientometrics, 2012
An analysis of property-function based patent networks for strategic R&D planning in fast-moving industries: The case of silicon-based thin film solar cells.
Expert Syst. Appl., 2012
TrendPerceptor: A property-function based technology intelligence system for identifying technology trends from patents.
Expert Syst. Appl., 2012
Detecting weak signals for long-term business opportunities using text mining of Web news.
Expert Syst. Appl., 2012
2011
Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks.
Scientometrics, 2011
Invention property-function network analysis of patents: a case of silicon-based thin film solar cells.
Scientometrics, 2011
SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells.
Scientometrics, 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
A state-driven modeling approach to human interactions for knowledge intensive services.
Expert Syst. Appl., 2011
A fact-oriented ontological approach to human process modeling for knowledge-intensive business services.
Expert Syst. Appl., 2011