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Social media mining for product planning: A product opportunity mining approach based on topic modeling and sentiment analysis

International journal of information management, 2019-10, Vol.48, p.280-290

2019

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Patent document clustering with deep embeddings

Scientometrics, 2020-05, Vol.123 (2), p.563-577

2020

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Detecting signals of new technological opportunities using semantic patent analysis and outlier detection

Scientometrics, 2012-02, Vol.90 (2), p.445-461

2012

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Assessing coreness and intermediarity of technology sectors using patent co-classification analysis: the case of Korean national R&D

Scientometrics, 2014-02, Vol.98 (2), p.853-890

2014

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Predicting product development directions for new product planning using patent classification-based link prediction

Scientometrics, 2020-12, Vol.125 (3), p.1833-1876

2020

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A two-stage deep learning-based system for patent citation recommendation

Scientometrics, 2022-11, Vol.127 (11), p.6615-6636

2022

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Analyzing interdisciplinarity of technology fusion using knowledge flows of patents

Expert systems with applications, 2014-03, Vol.41 (4), p.1955-1963

2014

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Identification and evaluation of corporations for merger and acquisition strategies using patent information and text mining

Scientometrics, 2013-12, Vol.97 (3), p.883-909

2013

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Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory

IEEE access, 2018-01, Vol.6, p.1680-1693

2018

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Context-Aware Customer Needs Identification by Linguistic Pattern Mining Based on Online Product Reviews

IEEE access, 2023, Vol.11, p.71859-71872

2023

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Reliability-Based Robust Design Optimization of Lithium-Ion Battery Cells for Maximizing the Energy Density by Increasing Reliability and Robustness

Energies (Basel), 2021-10, Vol.14 (19), p.6236

2021

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

IEEE access, 2018-01, Vol.6, p.16119-16137

2018

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Tracing evolving trends in printed electronics using patent information

Journal of nanoparticle research : an interdisciplinary forum for nanoscale science and technology, 2014-07, Vol.16 (7), p.1-15, Article 2471

2014

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Detecting weak signals for long-term business opportunities using text mining of Web news

Expert systems with applications, 2012-11, Vol.39 (16), p.12543-12550

Yoon, Janghyeok

2012

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Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering

Technological forecasting & social change, 2017-05, Vol.118, p.170-183

2017

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Technology-Transferability Analysis of Universities and Public Research Institutes Using Deep Neural Networks

IEEE access, 2023, Vol.11, p.135196-135211

2023

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Tracing the Evolving Trends in Electronic Skin (e-Skin) Technology Using Growth Curve and Technology Position-Based Patent Bibliometrics

IEEE access, 2018-01, Vol.6, p.26530-26542

2018

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Analyzing technology impact networks for R&D planning using patents: combined application of network approaches

Scientometrics, 2014-10, Vol.101 (1), p.917-936

2014

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Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks

Scientometrics, 2011-07, Vol.88 (1), p.213-228

2011

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A Network Analysis Approach to Detecting Social Issues with Web-Based Data

Applied sciences, 2023-07, Vol.13 (14), p.8516

2023

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Data-driven health condition and RUL prognosis for liquid filtration systems

Journal of Mechanical Science and Technology, 2021, 35(4), , pp.1597-1607

2021

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TrendPerceptor: A property–function based technology intelligence system for identifying technology trends from patents

Expert systems with applications, 2012-02, Vol.39 (3), p.2927-2938

2012

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Measuring knowledge exploration distance at the patent level: Application of network embedding and citation analysis

Journal of informetrics, 2022-05, Vol.16 (2), p.101286, Article 101286

2022

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Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation

IEEE access, 2018-01, Vol.6, p.3573-3584

2018

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Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis

Scientometrics, 2013, Vol.94 (1), p.313-331

2013

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Social media mining for product planning: A product opportunity mining approach based on topic modeling and sentiment analysis

Patent document clustering with deep embeddings

Detecting signals of new technological opportunities using semantic patent analysis and outlier detection

Assessing coreness and intermediarity of technology sectors using patent co-classification analysis: the case of Korean national R&D

Predicting product development directions for new product planning using patent classification-based link prediction

A two-stage deep learning-based system for patent citation recommendation

Analyzing interdisciplinarity of technology fusion using knowledge flows of patents

Identification and evaluation of corporations for merger and acquisition strategies using patent information and text mining

Identifying Product Opportunities Using Social Media Mining: Application of Topic Modeling and Chance Discovery Theory

Context-Aware Customer Needs Identification by Linguistic Pattern Mining Based on Online Product Reviews

Reliability-Based Robust Design Optimization of Lithium-Ion Battery Cells for Maximizing the Energy Density by Increasing Reliability and Robustness

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

Tracing evolving trends in printed electronics using patent information

Detecting weak signals for long-term business opportunities using text mining of Web news

Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering

Technology-Transferability Analysis of Universities and Public Research Institutes Using Deep Neural Networks

Tracing the Evolving Trends in Electronic Skin (e-Skin) Technology Using Growth Curve and Technology Position-Based Patent Bibliometrics

Analyzing technology impact networks for R&D planning using patents: combined application of network approaches

Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks

A Network Analysis Approach to Detecting Social Issues with Web-Based Data

Data-driven health condition and RUL prognosis for liquid filtration systems

TrendPerceptor: A property–function based technology intelligence system for identifying technology trends from patents

Measuring knowledge exploration distance at the patent level: Application of network embedding and citation analysis

Analyzing Technological Spillover Effects Between Technology Classes: the Case of Korea Technology Finance Corporation

Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis

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