Janghyeok Yoon

Orcid: 0000-0002-8701-0695

According to our database1, Janghyeok Yoon authored at least 46 papers between 2011 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Towards firm-specific technology opportunities: A rule-based machine learning approach to technology portfolio analysis.
J. Informetrics, November, 2023

Learning a Patent-Informed Biomedical Knowledge Graph Reveals Technological Potential of Drug Repositioning Candidates.
CoRR, 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
A two-stage deep learning-based system for patent citation recommendation.
Scientometrics, 2022

Measuring knowledge exploration distance at the patent level: Application of network embedding and citation analysis.
J. Informetrics, 2022

Understanding music streaming services via text mining of online customer reviews.
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
Inventor profile mining approach for prospective human resource scouting.
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

Patent document clustering with deep embeddings.
Scientometrics, 2020

Social media analytics and business intelligence research: A systematic review.
Inf. Process. Manag., 2020

Deep learning-based citation recommendation system for patents.
CoRR, 2020

Patent-trademark linking framework for business competition analysis.
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

A transferability evaluation model for intellectual property.
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

Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents.
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

Analyzing interdisciplinarity of technology fusion using knowledge flows of patents.
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

A patent intelligence system for strategic technology planning.
Expert Syst. Appl., 2013

2012
Detecting signals of new technological opportunities using semantic patent analysis and outlier detection.
Scientometrics, 2012

Identifying patent infringement using SAO based semantic technological similarities.
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

Ontological functional modeling of technology for reusability.
Expert Syst. Appl., 2011

An automated method for identifying TRIZ evolution trends from patents.
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


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