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Identification of promising inventions considering the quality of knowledge accumulation: a machine learning approach

Scientometrics, 2020-12, Vol.125 (3), p.1877-1897

2020

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Development of the scenario-based technology roadmap considering layer heterogeneity: An approach using CIA and AHP

Technological forecasting & social change, 2017-04, Vol.117, p.12-24

2017

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On the data-driven generation of new service idea: integrated approach of morphological analysis and text mining

Service business, 2021-09, Vol.15 (3), p.539-561

2021

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Identifying Patterns of Mergers and Acquisitions in Startup: An Empirical Analysis Using Crunchbase Data

IEEE access, 2023, Vol.11, p.42463-42472

2023

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Identifying and evaluating strategic partners for collaborative R&D: Index-based approach using patents and publications

Technovation, 2013-06, Vol.33 (6-7), p.211-224

2013

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Combining technology roadmap and system dynamics simulation to support scenario-planning: A case of car-sharing service

Computers & industrial engineering, 2014-05, Vol.71, p.37-49

2014

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Predicting Patent Transactions Using Patent-Based Machine Learning Techniques

IEEE access, 2020, Vol.8, p.188833-188843

2020

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Toward integration of products and services: Taxonomy and typology

Journal of engineering and technology management, 2012-10, Vol.29 (4), p.528-545

2012

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Technology roadmapping for technology-based product–service integration: A case study

Journal of engineering and technology management, 2011-07, Vol.28 (3), p.128-146

2011

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Automated classification of patents: A topic modeling approach

Computers & industrial engineering, 2020-09, Vol.147, p.106636, Article 106636

2020

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How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction

Technological forecasting & social change, 2021-10, Vol.171, p.120972, Article 120972

2021

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Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach

Technological forecasting & social change, 2022-10, Vol.183, p.121934, Article 121934

2022

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Roadmapping for Data: Concept and Typology of Data-Integrated Smart-Service Roadmaps

IEEE transactions on engineering management, 2022-02, Vol.69 (1), p.142-154

2022

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How to identify promising chances for technological innovation: Keygraph-based patent analysis

Advanced engineering informatics, 2020-10, Vol.46, p.101155, Article 101155

2020

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Problem-oriented CBR: Finding potential problems from lead user communities

Expert systems with applications, 2022-05, Vol.193, p.116472, Article 116472

2022

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Identifying new innovative services using M&A data: An integrated approach of data-driven morphological analysis

Technological forecasting & social change, 2022-01, Vol.174, p.121197, Article 121197

2022

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Designing the sustainable product-service integration: a product-service blueprint approach

Journal of cleaner production, 2011-09, Vol.19 (14), p.1601-1614

2011

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How to determine a minimum viable product in app-based lean start-ups: Kano-based approach

Total quality management & business excellence, 2021-11, Vol.32 (15-16), p.1751-1767

2021

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Analysing the dynamics of technological convergence using a co-classification approach: a case of healthcare services

Technology analysis & strategic management, 2019-12, Vol.31 (12), p.1412-1429

2019

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How to generate creative ideas for innovation: a hybrid approach of WordNet and morphological analysis

Technological forecasting & social change, 2016-10, Vol.111, p.176-187

2016

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How to succeed in the market? Predicting startup success using a machine learning approach

Technological forecasting & social change, 2023-08, Vol.193, p.122614, Article 122614

2023

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Link Prediction Revisited: New Approach for Anticipating New Innovation Chances Using Technology Convergence

IEEE transactions on engineering management, 2024, Vol.71, p.5143-5159

2024

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FMEA-based portfolio approach to service productivity improvement

The Service industries journal, 2011-08, Vol.31 (11), p.1825-1847

2011

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Industry Convergence for Startup Businesses: Dynamic Trend Analysis Using Merger and Acquisition Information

IEEE transactions on engineering management, 2023-04, Vol.70 (4), p.1468-1489

2023

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Identifying Core Factors from Game Reviews Through Comparative Analysis of XAI Models

The Journal of Society for e-Business Studies, 2023-05, Vol.28 (2), p.99-119

2023

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Identification of promising inventions considering the quality of knowledge accumulation: a machine learning approach

Development of the scenario-based technology roadmap considering layer heterogeneity: An approach using CIA and AHP

On the data-driven generation of new service idea: integrated approach of morphological analysis and text mining

Identifying Patterns of Mergers and Acquisitions in Startup: An Empirical Analysis Using Crunchbase Data

Identifying and evaluating strategic partners for collaborative R&D: Index-based approach using patents and publications

Combining technology roadmap and system dynamics simulation to support scenario-planning: A case of car-sharing service

Predicting Patent Transactions Using Patent-Based Machine Learning Techniques

Toward integration of products and services: Taxonomy and typology

Technology roadmapping for technology-based product–service integration: A case study

Automated classification of patents: A topic modeling approach

How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction

Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach

Roadmapping for Data: Concept and Typology of Data-Integrated Smart-Service Roadmaps

How to identify promising chances for technological innovation: Keygraph-based patent analysis

Problem-oriented CBR: Finding potential problems from lead user communities

Identifying new innovative services using M&A data: An integrated approach of data-driven morphological analysis

Designing the sustainable product-service integration: a product-service blueprint approach

How to determine a minimum viable product in app-based lean start-ups: Kano-based approach

Analysing the dynamics of technological convergence using a co-classification approach: a case of healthcare services

How to generate creative ideas for innovation: a hybrid approach of WordNet and morphological analysis

How to succeed in the market? Predicting startup success using a machine learning approach

Link Prediction Revisited: New Approach for Anticipating New Innovation Chances Using Technology Convergence

FMEA-based portfolio approach to service productivity improvement

Industry Convergence for Startup Businesses: Dynamic Trend Analysis Using Merger and Acquisition Information

Identifying Core Factors from Game Reviews Through Comparative Analysis of XAI Models

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