232 Gongneung-ro, Nowon-gu, Seoul, 01811, korea
Tel :+82-2-970-6793
Fax : +82-2-970-6800
Copyright © Seoul National University of Science&Technology. All rights Reserved.
Department of Data Science
Name |
Youngjung Geum |
MAJOR |
Technology planning, service planning |
TEL |
02-970-6528 |
E-mail |
yjgeum@seoultech.ac.kr |
Biography
◾ 2013 Industrial Engineering, Seoul National University, Republic of Korea (Ph.D.)
◾ 2004 Industrial Engineering, KAIST, Republic of Korea (B.S.)
Careers
◾ 2013. 8 ~ 2014. 2 Postdoctoral Researcher, SRC center, Seoul National University
◾ 2004. 8 ~ 2007. 1 Integrated PJT Team, Samsung SDS
Journal Papers
International Journal (28)
28. Geum, Y., Kim, M., Lee, S. (2016+) Service technology: definition and characteristics based on patent database, Service Science, accepted for publication
27. Lee, H., Seol, H., Min, H. and Geum, Y. (2016+) The identification of new service opportunities: A case-based morphological analysis, Service Business, accepted for publication
26. Kim, J, Geum, Y., and Park, Y. (2016+) Integrating customers’ disparate technology readiness into technological requirement analysis: an extended Kano approach, Total Quality Management & Business Excellence, accepted for publication
25. Geum, Y., Park, Y. (2016) How to generate creative ideas for innovation: a hybrid approach of WordNet and morphological analysis, Technological Forecasting and Social Change, 111, 176–187
24. Geum, Y., Jeon, H., and Lee, H. (2016) Developing new smart services using integrated morphological analysis: Integration of the market-pull and technology-push approach, Service Business, 10(3), 531-555
23. Geum, Y., Noh, E., and Park, Y. (2016) Generating new service ideas: the use of hybrid innovation tools to reflect functional heterogeneity of services, R&D Management, 46(4), 736–748
22. Geum, Y., Kim, M., and Lee, S. (2016) How industrial convergence happens: a taxonomical approach based on empirical evidence, Technological Forecasting and Social Change, 107, 112–120
21. Park, H., Geum, Y., and Park, Y. (2015) A Dual Quality Function Deployment Approach for Benchmarking Service Quality, Total Quality Management & Business Excellence, 26(5/6), 569-582
20. Lee, S, Geum, Y., Lee, S., and Park, Y. (2015) Evaluating new concepts of PSS based on the customer value: application of ANP and niche theory, Expert Systems with Applications, 42(9), 4556–4566 (SCIE) 2015. 6
19. Geum, Y., Lee, H., Lee, Y., and Park, Y. (2015) Development of data-driven technology roadmap considering dependency: an ARM-based technology roadmapping, Technological Forecasting and Social Change, 91, 264–279 (SSCI), 2015. 2
18. Lee, I., Geum, Y., Hong, S. P., Lee, S., and Choe, E. J. (2014) Optimization of the future soldier system: an integrative approach based on agent-based simulation and response surface method, Military Operations Research, 19(4), 25-39 (SCIE), 2014. 12
17. Geum, Y., Lee, S., and Park, Y. (2014) Combining technology roadmap and system dynamics simulation to support scenario-planning: a case of car-sharing service, Computers & Industrial Engineering, 71, 37–49 (SCIE), 2014. 5
16. Geum, Y., Kim, J., Son, C., and Park, Y. (2013) Development of dual technology roadmap (TRM) for open innovation: structure and typology, Journal of Engineering and Technology Management, 30(3), 309–325. (SSCI) 2013.7
15. Geum, Y., Lee, S., Yoon, B., and Park, Y. (2013) Identifying and Evaluating Strategic Partners for Collaborative R&D: Index-Based Approach Using Patents and Publications, Technovation, 33(6/7), 211-224. (SSCI) 2013. 6
14. Geum, Y. and Park, Y. (2013), The state of the art of public-sector technology roadmaps: A taxonomical approach to energy technology roadmaps, Science and Public Policy, 40(3), 327 - 339. (SSCI) 2013.6
13. Son, C., Geum, Y., and Park, Y. (2013) How to identify the trends of services: GTM-TT service map, Expert Systems with Applications, 40(8), 2956-2965. (SCIE) 2013.6
12. Geum, Y., Jeon, J., and Seol, H. (2013) Identifying technological opportunities using the novelty detection technique: a case of laser technology in semiconductor manufacturing, Technology Analysis & Strategic Management, 25(1), 1-22. (SSCI) 2013.01
11. Kim, J., Lee, S., Geum, Y., and Park, Y. (2012), Patterns of Innovation in Digital Content Services: The Case of App Store Applications, Innovation: Management, Policy & Practice, 14(4), 540–556. (SSCI) 2012.12
10. Park, Y., Geum, Y., and Lee, H. (2012) Toward integration of products and services: Taxonomy and typology, Journal of Engineering and Technology Management, 29(4), 528–545. (SSCI) 2012.10
9. Lee, S., Geum, Y., Lee, H., and Park, Y. (2012), Dynamic and multidimensional measurement of product-service system (PSS) sustainability: A triple bottom line (TBL)-based system dynamics approach, Journal of Cleaner Production, 32, 173–182. (SCIE) 2012.9
8. Geum, Y., Lee, S., Kim, C., and Kim, M. (2012), Technological Convergence of IT and BT: Evidence from Patent Analysis, ETRI Journal, 34(3), 439–449. (SCI) 2012.6
7. Geum, Y., Kwak, R., and Park, Y. (2012), Modularizing services: a modified HoQ approach, Computers & Industrial Engineering, 62(2), 579-590. (SCIE) 2012.3
6. Geum, Y., Cho, Y., and Park, Y. (2011), A systematic approach for diagnosing service failure: Service-specific FMEA and grey relational analysis approach, Mathematical and Computer Modelling, 54(11/12), 3126-3142. (SCIE) 2011.12
5. Geum, Y., Lee, S., Kang, D., and Park, Y. (2011), The customisation framework for roadmapping product-service integration, Service Business, 5(3), 213-236. (SSCI) 2011. 9
4. Geum, Y. and Park, Y. (2011), Designing the sustainable product-service integration: a product-service blueprint approach, Journal of Cleaner Production, 19(14), 1601-1614. (SCIE) 2011. 9
3. Geum, Y., Shin, J., and Park, Y. (2011), FMEA-based portfolio approach to service productivity improvement, Service Industries Journal, 31(11), 1825-1847. (SSCI) – 2011. 8
2. Geum, Y., Lee, S., Kang, D., and Park, Y. (2011), Technology roadmapping for technology-based product-service integration: A case study, Journal of Engineering and Technology Management, 28(3), 128-146. (SSCI) – 2011. 7
1. Geum, Y., Seol, H., Lee, S., and Park, Y. (2009), Application of fault tree analysis to the service process: service tree analysis approach, Journal of Service Management, 20(4), 433-454. (SSCI) 2009.08
Domestic journal (6)
6. Park, S., Geum, Y. (2016+) AHP와 BMC를 활용한 중소기업의 핵심 지식서비스 평가 및 비즈니스 모델 제안, 기술혁신연구, 24(3), Accepted for publication (2016.8)
5. Ryu, K., Kim, J., Geum, Y, Kang, P., and Kim, W. (2016) 연관 규칙 분석을 활용한 ARS 추천 메뉴 시스템 연구, 한국정보기술학회논문지 14(3), 127-136 (2016.3)
6. Jeon, J., Geum, Y. (2016) 개방형 혁신의 협력대상자 탐색을 위한 BSC-AHP 프레임워크 제안, 기술혁신연구, 24(1), 25-48 (2016.2)
3. Geum, Y., Min, H. (2016) 스마트폰 애플리케이션 서비스의 기술-서비스 융합 양상 분석, 대한산업공학회지, 42(1), 1-19 (2016.2)
2. Jeon, J., Geum, Y. (2015) 불확실한 환경에서의 효과적 기획을 위한 시나리오 기반 기술로드맵 프로세스의 개발, 기술혁신학회지, 18(3), pp. 492-515
1. Kang, P., Geum, Y., Park, H., Kim, S., Sung, T., and Lee, H. (2015), 기술가치평가를 위한 시장대체원가 접근법, 대한산업공학회지, 41(2), 150-161. 2015. 4
28. Geum, Y., Kim, M., Lee, S. (2016+) Service technology: definition and characteristics based on patent database, Service Science, accepted for publication
27. Lee, H., Seol, H., Min, H. and Geum, Y. (2016+) The identification of new service opportunities: A case-based morphological analysis, Service Business, accepted for publication
26. Kim, J, Geum, Y., and Park, Y. (2016+) Integrating customers’ disparate technology readiness into technological requirement analysis: an extended Kano approach, Total Quality Management & Business Excellence, accepted for publication
25. Geum, Y., Park, Y. (2016) How to generate creative ideas for innovation: a hybrid approach of WordNet and morphological analysis, Technological Forecasting and Social Change, 111, 176–187
24. Geum, Y., Jeon, H., and Lee, H. (2016) Developing new smart services using integrated morphological analysis: Integration of the market-pull and technology-push approach, Service Business, 10(3), 531-555
23. Geum, Y., Noh, E., and Park, Y. (2016) Generating new service ideas: the use of hybrid innovation tools to reflect functional heterogeneity of services, R&D Management, 46(4), 736–748
22. Geum, Y., Kim, M., and Lee, S. (2016) How industrial convergence happens: a taxonomical approach based on empirical evidence, Technological Forecasting and Social Change, 107, 112–120
21. Park, H., Geum, Y., and Park, Y. (2015) A Dual Quality Function Deployment Approach for Benchmarking Service Quality, Total Quality Management & Business Excellence, 26(5/6), 569-582
20. Lee, S, Geum, Y., Lee, S., and Park, Y. (2015) Evaluating new concepts of PSS based on the customer value: application of ANP and niche theory, Expert Systems with Applications, 42(9), 4556–4566 (SCIE) 2015. 6
19. Geum, Y., Lee, H., Lee, Y., and Park, Y. (2015) Development of data-driven technology roadmap considering dependency: an ARM-based technology roadmapping, Technological Forecasting and Social Change, 91, 264–279 (SSCI), 2015. 2
18. Lee, I., Geum, Y., Hong, S. P., Lee, S., and Choe, E. J. (2014) Optimization of the future soldier system: an integrative approach based on agent-based simulation and response surface method, Military Operations Research, 19(4), 25-39 (SCIE), 2014. 12
17. Geum, Y., Lee, S., and Park, Y. (2014) Combining technology roadmap and system dynamics simulation to support scenario-planning: a case of car-sharing service, Computers & Industrial Engineering, 71, 37–49 (SCIE), 2014. 5
16. Geum, Y., Kim, J., Son, C., and Park, Y. (2013) Development of dual technology roadmap (TRM) for open innovation: structure and typology, Journal of Engineering and Technology Management, 30(3), 309–325. (SSCI) 2013.7
15. Geum, Y., Lee, S., Yoon, B., and Park, Y. (2013) Identifying and Evaluating Strategic Partners for Collaborative R&D: Index-Based Approach Using Patents and Publications, Technovation, 33(6/7), 211-224. (SSCI) 2013. 6
14. Geum, Y. and Park, Y. (2013), The state of the art of public-sector technology roadmaps: A taxonomical approach to energy technology roadmaps, Science and Public Policy, 40(3), 327 - 339. (SSCI) 2013.6
13. Son, C., Geum, Y., and Park, Y. (2013) How to identify the trends of services: GTM-TT service map, Expert Systems with Applications, 40(8), 2956-2965. (SCIE) 2013.6
12. Geum, Y., Jeon, J., and Seol, H. (2013) Identifying technological opportunities using the novelty detection technique: a case of laser technology in semiconductor manufacturing, Technology Analysis & Strategic Management, 25(1), 1-22. (SSCI) 2013.01
11. Kim, J., Lee, S., Geum, Y., and Park, Y. (2012), Patterns of Innovation in Digital Content Services: The Case of App Store Applications, Innovation: Management, Policy & Practice, 14(4), 540–556. (SSCI) 2012.12
10. Park, Y., Geum, Y., and Lee, H. (2012) Toward integration of products and services: Taxonomy and typology, Journal of Engineering and Technology Management, 29(4), 528–545. (SSCI) 2012.10
9. Lee, S., Geum, Y., Lee, H., and Park, Y. (2012), Dynamic and multidimensional measurement of product-service system (PSS) sustainability: A triple bottom line (TBL)-based system dynamics approach, Journal of Cleaner Production, 32, 173–182. (SCIE) 2012.9
8. Geum, Y., Lee, S., Kim, C., and Kim, M. (2012), Technological Convergence of IT and BT: Evidence from Patent Analysis, ETRI Journal, 34(3), 439–449. (SCI) 2012.6
7. Geum, Y., Kwak, R., and Park, Y. (2012), Modularizing services: a modified HoQ approach, Computers & Industrial Engineering, 62(2), 579-590. (SCIE) 2012.3
6. Geum, Y., Cho, Y., and Park, Y. (2011), A systematic approach for diagnosing service failure: Service-specific FMEA and grey relational analysis approach, Mathematical and Computer Modelling, 54(11/12), 3126-3142. (SCIE) 2011.12
5. Geum, Y., Lee, S., Kang, D., and Park, Y. (2011), The customisation framework for roadmapping product-service integration, Service Business, 5(3), 213-236. (SSCI) 2011. 9
4. Geum, Y. and Park, Y. (2011), Designing the sustainable product-service integration: a product-service blueprint approach, Journal of Cleaner Production, 19(14), 1601-1614. (SCIE) 2011. 9
3. Geum, Y., Shin, J., and Park, Y. (2011), FMEA-based portfolio approach to service productivity improvement, Service Industries Journal, 31(11), 1825-1847. (SSCI) – 2011. 8
2. Geum, Y., Lee, S., Kang, D., and Park, Y. (2011), Technology roadmapping for technology-based product-service integration: A case study, Journal of Engineering and Technology Management, 28(3), 128-146. (SSCI) – 2011. 7
1. Geum, Y., Seol, H., Lee, S., and Park, Y. (2009), Application of fault tree analysis to the service process: service tree analysis approach, Journal of Service Management, 20(4), 433-454. (SSCI) 2009.08
Domestic journal (6)
6. Park, S., Geum, Y. (2016+) AHP와 BMC를 활용한 중소기업의 핵심 지식서비스 평가 및 비즈니스 모델 제안, 기술혁신연구, 24(3), Accepted for publication (2016.8)
5. Ryu, K., Kim, J., Geum, Y, Kang, P., and Kim, W. (2016) 연관 규칙 분석을 활용한 ARS 추천 메뉴 시스템 연구, 한국정보기술학회논문지 14(3), 127-136 (2016.3)
6. Jeon, J., Geum, Y. (2016) 개방형 혁신의 협력대상자 탐색을 위한 BSC-AHP 프레임워크 제안, 기술혁신연구, 24(1), 25-48 (2016.2)
3. Geum, Y., Min, H. (2016) 스마트폰 애플리케이션 서비스의 기술-서비스 융합 양상 분석, 대한산업공학회지, 42(1), 1-19 (2016.2)
2. Jeon, J., Geum, Y. (2015) 불확실한 환경에서의 효과적 기획을 위한 시나리오 기반 기술로드맵 프로세스의 개발, 기술혁신학회지, 18(3), pp. 492-515
1. Kang, P., Geum, Y., Park, H., Kim, S., Sung, T., and Lee, H. (2015), 기술가치평가를 위한 시장대체원가 접근법, 대한산업공학회지, 41(2), 150-161. 2015. 4
◾ How to succeed in the market? Predicting startup success using a machine learning approach, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.193, 2023금영정
◾ Covid-19에 따른 글로벌 창업 트렌드 분석: Crunchbase를 중심으로, 벤처창업연구, vol.18 No.3 pp.141~156, 2023금영정
◾ GCN-based Reviewer Recommendation in Github based on the Network Expansion, 대한산업공학회지, vol.49 No.3 pp.209~222, 2023금영정
◾ Identifying Core Factors from Game Reviews Through Comparative Analysis of XAI Models, 한국전자거래학회지, vol.28 No.2 pp.99~119, 2023금영정
◾ Identifying Patterns of Mergers and Acquisitions in Startup: An Empirical Analysis Using Crunchbase Data, IEEE ACCESS, vol.11 pp.42463~42472, 2023금영정
◾ Industry Convergence for Startup Businesses: Dynamic Trend Analysis Using Merger and Acquisition Information, IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, vol.70 No.4 pp.1468~1489, 2023금영정
◾ An Approach Based on Dynamic Topic Modeling Indicators for Multi-Generation Product Planning: Focusing on iPhone, Journal of the Korea Management Engineers Society, vol.28 No.1 pp.29~51, 2023금영정
◾ An integrated framework for assessing the technology roadmapping process from multiple perspectives: The case at the sector level, Journal of Engineering and Technology Management, vol.67 pp.101732~, 2023금영정
◾ Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.183, 2022금영정
◾ Problem-oriented CBR: Finding potential problems from lead user communities, Expert Systems With Applications, vol.193, 2022금영정
◾ Roadmapping for Data: Concept and Typology of Data-Integrated Smart-Service Roadmaps, IEEE Transactions on Engineering Management, vol.69 No.1 pp.142~154, 2022금영정
◾ Identifying new innovative services using MA data: An integrated approach of data-driven morphological analysis, Technological Forecasting & Social Change, vol.174, 2022금영정
◾ Airline Service Quality Evaluation Based on Customer Review Using Machine Learning Approach and Sentiment Analysis, The Journal of Society for e-Business Studies, vol.26 No.4 pp.15~36, 2021금영정
◾ Analyzing the Trends of Culture Technology using National Research Projects, 한국콘텐츠학회 논문지, vol.21 No.11 pp.64~76, 2021금영정
◾ How to determine a minimum viable product in app-based lean start-ups: Kano-based approach, Total Quality Management & Business Excellence, vol.32 No.15-16 pp.1751~1767, 2021금영정
◾ How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction, Technological Forecasting & Social Change, vol.171, 2021금영정
◾ Analyzing customer satisfaction of travel sites using topic models: an integration of RFM and sentiment analysis, 한국경영공학회지, vol.26 No.2 pp.115~134, 2021금영정
◾ On the data‑driven generation of new service idea: integrated approach of morphological analysis and text mining, SERVICE BUSINESS, vol.15 No.3 pp.539~561, 2021금영정
◾ Analyzing technology trends in patent-based blockchain technology based on technology redefining processes, 한국경영공학회지, vol.26 No.1 pp.49~76, 2021금영정
◾ Exploring Potential Application Industry for Fintech Technology by Expanding its Terminology: Network Analysis and Topic Modelling Approach, 한국전자거래학회지, vol.26 No.1 pp.1~28, 2021금영정
◾ Identification of promising inventions considering the quality of knowledge accumulation: a machine learning approach, Scientometrics, vol.125 No.3 pp.1877~1897, 2020금영정
◾ Predicting Patent Transactions Using Patent-Based Machine Learning Techniques, IEEE ACCESS, vol.8 pp.188833~188843, 2020금영정
◾ How to identify promising chances for technological innovation: keygraph-based patent analysis , Advanced Engineering Informatics, vol.91 No.10 pp.101155~101155, 2020금영정
◾ Automated classification of patents: A topic modeling approach, COMPUTERS INDUSTRIAL ENGINEERING, vol.147, 2020금영정
◾ Categorizing Sub-Categories of Mobile Application Services using Network Analysis: A Case of Healthcare Applications, 한국전자거래학회지, vol.25 No.3 pp.15~40, 2020금영정
◾ Analyzing Weak Signals for Technology Innovation Based on Patent-Based Local Outlier Factor(LOF): A case of Autonomous Vehicle, 한국경영공학회지, vol.25 No.2 pp.17~33, 2020금영정
◾ Analyzing the relationship between employee characteristics and performance in call center organizations: integration of social network analysis and repertory grid technique, 한국산학기술학회논문지, vol.21 No.5 pp.466~475, 2020금영정
◾ Analysing the dynamics of technological convergence using a co-classification approach: a case of healthcare services, TECHNOLOGY ANALYSIS STRATEGIC MANAGEMENT, vol.31 No.12 pp.1412~1429, 2019금영정
◾ Analyzing promising technologies for manufacturing-service convergence using patent analysis: a case of autonomous vehicle, Journal of the Korea Management Engineers Society, vol.24 No.4 pp.15~37, 2019금영정
◾ Patterns of Protecting Both Technological and Nontechnological Innovation for Service Offerings: Case of the Video-Game Industry, SERVICE SCIENCE, vol.9 No.3 pp.192~204, 2017금영정
◾ Analyzing Technological Convergence for IoT Business Using Patent Co-classification Analysis and Text-mining, 기술혁신연구, vol.25 No.3 pp.1~24, 2017금영정
◾ 기술로드맵의 연구 동향 - 기술과 시장을 어떻게 연계할 것인가?, IE매거진, vol.24 No.2 pp.37~43, 2017금영정
◾ Service Technology: Definition and Characteristics Based on a Patent Database, SERVICE SCIENCE, vol.9 No.2 pp.147~166, 2017금영정
◾ Development of the scenario-based technology roadmap considering layer heterogeneity: An approach using CIA and AHP, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.117 pp.12~24, 2017금영정
◾ The identification of new service opportunities: a case-based morphological analysis, SERVICE BUSINESS, vol.11 No.1 pp.191~206, 2017금영정
◾ Integrating customers' disparate technology readiness into technological requirement analysis: an extended Kano approach, TOTAL QUALITY MANAGEMENT BUSINESS EXCELLENCE, vol.28 No.43226 pp.678~694, 2017금영정
◾ How to generate creative ideas for innovation: a hybrid approach of WordNet and morphological analysis, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.111 pp.176~187, 2016금영정
◾ Developing new smart services using integrated morphological analysis: integration of the market-pull and technology-push approach, SERVICE BUSINESS, vol.10 No.3 pp.531~555, 2016금영정
◾ Generating new service ideas: the use of hybrid innovation tools to reflect functional heterogeneity of services, R D MANAGEMENT, vol.46 No.4 pp.736~748, 2016금영정
◾ Evaluating and Suggesting Business Models for the Knowledge-intensive Services Using AHP and BMC, 기술혁신연구, vol.24 No.3 pp.53~80, 2016금영정
◾ How industrial convergence happens: A taxonomical approach based on empirical evidences, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.107 pp.112~120, 2016금영정
◾ A Study of an ARS Service Recommendation System Using Association Rule, 한국정보기술학회논문지, vol.14 No.3 pp.127~136, 2016금영정
◾ BSC-AHP Framework for the Partner Selection in Open Innovation Practice, 기술혁신연구, vol.24 No.1 pp.25~48, 2016금영정
◾ Analyzing Technology-Service Convergence Using Smartphone Application Services, 대한산업공학회지, vol.42 No.1 pp.1~19, 2016금영정
◾ Development of Technology Roadmaps under Uncertainty, 기술혁신학회지, vol.18 No.3 pp.492~515, 2015금영정
◾ Evaluating new concepts of PSS based on the customer value: Application of ANP and niche theory, EXPERT SYSTEMS WITH APPLICATIONS, vol.42 No.9 pp.4556~4566, 2015금영정
◾ 기술가치평가를 위한 시장대체원가 접근법, 대한산업공학회지, vol.41 No.2 pp.150~161, 2015금영정
◾ Development of data-driven technology roadmap considering dependency: An ARM-based technology roadmapping, TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, vol.91 pp.264~279, 2015금영정
◾ Optimization of the future soldier system: An integrative approach based on an agent-based simulation and response surface method, Military Operations Research, vol.19 No.4 pp.25~39, 2014금영정
◾ Combining technology roadmap and system dynamics simulation to support scenario-planning: A case of car-sharing service, COMPUTERS INDUSTRIAL ENGINEERING, vol.71 pp.37~49, 2014금영정
◾ Development of dual technology roadmap (TRM) for open innovation: Structure and typology, JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT, vol.30 No.3 pp.309~325, 2013금영정
◾ How to identify the trends of services: GTM-TT service map, EXPERT SYSTEMS WITH APPLICATIONS, vol.40 No.8 pp.2956~2965, 2013금영정
◾ The state-of-the-art of public-sector technology roadmaps: taxonomical approach to energy technology roadmaps, SCIENCE AND PUBLIC POLICY, vol.40 No.3 pp.327~339, 2013금영정
◾ Identifying and evaluating strategic partners for collaborative R&D: Index-based approach using patents and publications, TECHNOVATION, vol.33 No.43258 pp.211~224, 2013금영정
◾ Identifying technological opportunities using the novelty detection technique: a case of laser technology in semiconductor manufacturing, Technology Analysis and Strategic Management, vol.25 No.1 pp.1~22, 2013금영정
◾ Patterns of innovation in digital content services: The case of App Store applications, INNOVATION-MANAGEMENT POLICY & PRACTICE, vol.14 No.4 pp.540~556, 2012금영정
◾ Dynamic and multidimensional measurement of product-service system (PSS) sustainability: a triple bottom line (TBL)-based system dynamics approach, JOURNAL OF CLEANER PRODUCTION, vol.32 pp.173~182, 2012금영정
◾ Technological Convergence of IT and BT: Evidence from Patent Analysis, ETRI JOURNAL, vol.34 No.3 pp.439~449, 2012금영정
◾ Modularizing services: A modified HoQ approach, COMPUTERS & INDUSTRIAL ENGINEERING, vol.62 pp.579~590, 2012금영정
◾ Toward integration of products and services: Taxonomy and typology, JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT, vol.29 No.4 pp.528~545, 2012금영정
Conference Papers
International Conferences (18)
18. Kwon, H., Park, Y., and Geum, Y. (2016) How to generate ideas for emerging technologies using future-oriented data: a Wordnet-based morphology analysis, Proceedings of the ISPIM Innovation Forum, Boston, USA.
17. Kim, J., Geum, Y., and Park, Y. (2016) Exploring connections between novel ideas and existing products: an integrative approach of novelty detection and SAO-based network analysis, Proceedings of the ISPIM Innovation Forum, Boston, USA.
16. Geum, Y., An, Y., and Park, Y. (2013), Generating creative ideas for innovation: a WordNet-based morphology approach, Proceedings of the XXIV ISPIM Conference – Innovating in Global Markets: Challenges for Sustainable Growth, Helsinki, Finland
15. Geum, Y., Kim, M., Park, Y., and Lee, S. (2013) The convergence of manufacturing and service technologies: A patent analysis approach, Proceedings of International Conference on Computing Engineering and Enterprise Management (ICCEEM), Bangkok, Thailand
14. Geum, Y., Lee, H., and Park, Y. (2012) How to Use the Big Data to the Technology Planning: A Data-Driven Technology Roadmapping Using ARM, Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), HongKong, China
13. Geum, Y., Park, Y. and Noh, E. (2012) Hybrid Approach of Case-Based Reasoning and Convergence-Divergence Approach to Develop New Services, Proceedings of the International Association for Management of Technology (IAMOT), Hsinchu, Taiwan
12. Park, Y., Geum, Y., and Kim, J. (2012) How to Plan the Open Innovation: A Hybrid Approach of Technology Roadmapping and Portfolio Management, Proceedings of the International Association for Management of Technology (IAMOT), Hsinchu, Taiwan
11. Lee, S., Geum, Y., Kim, M., and Kim, J. (2011) How technologies can facilitate service innovation?, Proceedings of the 4th ISPIM Innovation Symposium - Managing Innovation for Sustained Productivity: Creating Advantage and Resilience, Wellington, New Zealand
10. Geum, Y., Kim, M., and Yoon, J. (2011) Developing the metrics for R&D quality assurance, Proceedings of the R&D management conference, Norrköping, Sweden
9. Geum, Y., Kim, M., and Yoon, J. (2011) Development of a Quality Assurance Framework for Research and Development, Proceedings of the 2nd International Conference on Mechanical, Industrial, and Manufacturing Technologies (MIMT 2011), Singapore, Singapore
8. Geum, Y., Kim, S., Park, Y. (2011) Development of new mobile application services: An approach using context-driven morphology analysis, Proceedings of the 8th International Conference on Service System and Service Management (ICSSSM 11), Tianjin, China
7. Geum, Y. and Park, Y. (2010) Development of Technology Roadmap for Product-Service System (TRPSS), Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Macao, China
6. Lee, S., Geum, Y., Yoon, B., and Kim, M., and Shin, J. (2010), Strategic Partner Selection for Collaborative R&D: Literature-based Technology Intelligence, Proceedings of the R&D Management Conference, Manchester
5. Kim, J., Geum, Y., and Park, Y. (2010), Typology of Convergence for Digital Contents Service: the Case of App Store, Proceedings of the 7th International Conference on Service Systems and Service Management (ICSSSM), Tokyo, Japan
4. Geum, Y., Kang, D., and Park, Y. (2010) Technology interfaces in product-service integration: concept and typology, Proceedings of the International conference on Portland International Center for Management of Engineering and Technology (PICMET), Phuket, Thailand
3. Geum, Y., Kwak, R., and Park, Y. (2008) Service modularization: QFD-based approach, Proceedings of the International Society for Professional Innovation Management (ISPIM '08), Singapore, Singapore
2. Geum, Y., Suh, Y., and Park, Y., and Oh, H. (2008) Generating New Service Concepts Based on Ontology Integration, Proceedings of the International Conference on Management of Innovation and Technology (ICMIT), Bangkok, Thailand
1. Geum, Y., Lee, S., Seol, H., and Park, Y. (2007) Application of fault tree analysis to the service process : Service tree analysis approach, Proceedings of the International Conference of Global Academy of Business and Economic Research (GABER), Bangkok, Thailand
Domestic Conferences (20)
20. 윤정환, 금영정 (2016) 특허 정보 동시분류분석을 통한 기술융합의 동태적 분석방법에 관한 연구, 대한산업공학회 추계학술대회, 고려대학교 (제 5회 산업융합활성화 방안 및 사례연구 논문공모전 최우수상)
19. 문진희, 금영정 (2016) 데이터 마이닝을 활용한 영화 VOD 흥행 예측 및 주요 흥행 요인 분석, 대한산업공학회 추계학술대회, 고려대학교
18. 문진희, 금영정 (2016) 특허 네트워크 분석을 활용한 사물인터넷 기술융합 분석: 동시분류분석을 중심으로, 대한산업공학회 춘계학술대회, 제주
17. 민혜종, 금영정 (2015) 토픽모델링을 이용한 매체별 빅데이터 동향 다각적 분석, 대한산업공학회 추계학술대회, 연세대학교, 서울
16. 김종명, 금영정 (2015) DEA를 활용한 콜 센터 상담원에 대한 서비스 효율성 분석, 대한산업공학회 추계학술대회, 연세대학교, 서울
15. 신우섭, 금영정 (2015) 교육 프로그램 개선을 위한 갭(gap) 분석 프레임워크 제안 - 한국표준협회 사례를 중심으로, 대한산업공학회 추계학술대회, 연세대학교, 서울
14. 민혜종, 금영정 (2015) Kano 모형의 동태적 변화 분석을 위한 프레임워크 제안: 고객 리뷰 기반 접근, 기술경영경제학회 동계학술대회, 부경대학교, 부산
13. 서성훈, 민혜종, 이학연, 금영정 (2015) Text mining 과 LSA를 활용한 모바일 어플리케이션 카테고리 정립, 기술경영경제학회 동계학술대회, 부경대학교, 부산
12. 장우석, 금영정, 박용태 (2013) 고객 후기에 바탕한 서비스 평점의 추정: 감성 분석 및 혼합로짓모형 접근, 기술경영경제학회 하계학술대회, 제주
11. 김지영, 금영정, 박용태 (2013) 이질적 고객집단 성향을 반영한 기술요구사항 분석: Kano 모형의 확장, 기술경영경제학회 동계학술대회, 부산
10. 노은지, 금영정, 박용태 (2013) Analysis of Social Apps diffusion on network platforms: an Agent-based model approach, 기술경영경제학회 동계학술대회, 부산
9. 박효진, 금영정, 박용태 (2012) Benchmarking service quality: dual QFD approach, 기술경영경제학회 동계학술대회, 천안
8. 박효진, 금영정, 박용태 (2011) 소셜커머스의 기술적 요소가 성과에 미치는 영향 분석: Daily Deal 서비스를 중심으로, 기술경영경제학회 하계학술대회, 제주
7. 이유진, 김지은, 금영정, 박용태 (2011) 제품-서비스 혁신의 발전 양상 분석: IR52 장영실상을 중심으로, 기술경영경제학회 동계학술대회
6. 금영정, 이소라, 이성주, 박용태 (2011), 시나리오 기반 동태적 기술기획 방법론: 시스템 다이내믹스 기반 기술로드맵 접근, 기술경영경제학회 동계학술대회, 용평, 그린피아
5. 금영정, 전정환, 설현주 (2010), On the monitoring of the technological opportunities using patent information: A novelty detection approach, 대한산업공학회 하계학술대회, 제주
4. 김지은, 금영정, 박용태 (2010), 디지털 콘텐츠 서비스의 파생적 기술혁신 유형 분류: 원 소스 멀티 유즈(OSMU)를 중심으로, 기술경영경제학회 동계학술대회, 제주 그랜드호텔, 제주
3. 설현주, 박광만, 윤병운, 이학연, 이소라, 금영정 (2009), Demand Forecasting of New Media Services Using Competitive Bass Model and the Theory of the Niche, 대한산업공학회 추계학술대회, 경희대학교, 서울
2. 금영정, 조양래, 박용태 (2009), 서비스 실패 분석: 서비스 FMEA와 그레이 이론을 활용한 체계적 접근 방법 , 대한산업공학회 추계학술대회, 경희대학교, 서울
1. 송보미, 금영정, 박용태 (2009), 서비스 청사진과 베이지안 네트워크를 활용한 서비스 실패 분석, 대한산업공학회 춘계학술대회, 부산대학교, 부산
18. Kwon, H., Park, Y., and Geum, Y. (2016) How to generate ideas for emerging technologies using future-oriented data: a Wordnet-based morphology analysis, Proceedings of the ISPIM Innovation Forum, Boston, USA.
17. Kim, J., Geum, Y., and Park, Y. (2016) Exploring connections between novel ideas and existing products: an integrative approach of novelty detection and SAO-based network analysis, Proceedings of the ISPIM Innovation Forum, Boston, USA.
16. Geum, Y., An, Y., and Park, Y. (2013), Generating creative ideas for innovation: a WordNet-based morphology approach, Proceedings of the XXIV ISPIM Conference – Innovating in Global Markets: Challenges for Sustainable Growth, Helsinki, Finland
15. Geum, Y., Kim, M., Park, Y., and Lee, S. (2013) The convergence of manufacturing and service technologies: A patent analysis approach, Proceedings of International Conference on Computing Engineering and Enterprise Management (ICCEEM), Bangkok, Thailand
14. Geum, Y., Lee, H., and Park, Y. (2012) How to Use the Big Data to the Technology Planning: A Data-Driven Technology Roadmapping Using ARM, Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), HongKong, China
13. Geum, Y., Park, Y. and Noh, E. (2012) Hybrid Approach of Case-Based Reasoning and Convergence-Divergence Approach to Develop New Services, Proceedings of the International Association for Management of Technology (IAMOT), Hsinchu, Taiwan
12. Park, Y., Geum, Y., and Kim, J. (2012) How to Plan the Open Innovation: A Hybrid Approach of Technology Roadmapping and Portfolio Management, Proceedings of the International Association for Management of Technology (IAMOT), Hsinchu, Taiwan
11. Lee, S., Geum, Y., Kim, M., and Kim, J. (2011) How technologies can facilitate service innovation?, Proceedings of the 4th ISPIM Innovation Symposium - Managing Innovation for Sustained Productivity: Creating Advantage and Resilience, Wellington, New Zealand
10. Geum, Y., Kim, M., and Yoon, J. (2011) Developing the metrics for R&D quality assurance, Proceedings of the R&D management conference, Norrköping, Sweden
9. Geum, Y., Kim, M., and Yoon, J. (2011) Development of a Quality Assurance Framework for Research and Development, Proceedings of the 2nd International Conference on Mechanical, Industrial, and Manufacturing Technologies (MIMT 2011), Singapore, Singapore
8. Geum, Y., Kim, S., Park, Y. (2011) Development of new mobile application services: An approach using context-driven morphology analysis, Proceedings of the 8th International Conference on Service System and Service Management (ICSSSM 11), Tianjin, China
7. Geum, Y. and Park, Y. (2010) Development of Technology Roadmap for Product-Service System (TRPSS), Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Macao, China
6. Lee, S., Geum, Y., Yoon, B., and Kim, M., and Shin, J. (2010), Strategic Partner Selection for Collaborative R&D: Literature-based Technology Intelligence, Proceedings of the R&D Management Conference, Manchester
5. Kim, J., Geum, Y., and Park, Y. (2010), Typology of Convergence for Digital Contents Service: the Case of App Store, Proceedings of the 7th International Conference on Service Systems and Service Management (ICSSSM), Tokyo, Japan
4. Geum, Y., Kang, D., and Park, Y. (2010) Technology interfaces in product-service integration: concept and typology, Proceedings of the International conference on Portland International Center for Management of Engineering and Technology (PICMET), Phuket, Thailand
3. Geum, Y., Kwak, R., and Park, Y. (2008) Service modularization: QFD-based approach, Proceedings of the International Society for Professional Innovation Management (ISPIM '08), Singapore, Singapore
2. Geum, Y., Suh, Y., and Park, Y., and Oh, H. (2008) Generating New Service Concepts Based on Ontology Integration, Proceedings of the International Conference on Management of Innovation and Technology (ICMIT), Bangkok, Thailand
1. Geum, Y., Lee, S., Seol, H., and Park, Y. (2007) Application of fault tree analysis to the service process : Service tree analysis approach, Proceedings of the International Conference of Global Academy of Business and Economic Research (GABER), Bangkok, Thailand
Domestic Conferences (20)
20. 윤정환, 금영정 (2016) 특허 정보 동시분류분석을 통한 기술융합의 동태적 분석방법에 관한 연구, 대한산업공학회 추계학술대회, 고려대학교 (제 5회 산업융합활성화 방안 및 사례연구 논문공모전 최우수상)
19. 문진희, 금영정 (2016) 데이터 마이닝을 활용한 영화 VOD 흥행 예측 및 주요 흥행 요인 분석, 대한산업공학회 추계학술대회, 고려대학교
18. 문진희, 금영정 (2016) 특허 네트워크 분석을 활용한 사물인터넷 기술융합 분석: 동시분류분석을 중심으로, 대한산업공학회 춘계학술대회, 제주
17. 민혜종, 금영정 (2015) 토픽모델링을 이용한 매체별 빅데이터 동향 다각적 분석, 대한산업공학회 추계학술대회, 연세대학교, 서울
16. 김종명, 금영정 (2015) DEA를 활용한 콜 센터 상담원에 대한 서비스 효율성 분석, 대한산업공학회 추계학술대회, 연세대학교, 서울
15. 신우섭, 금영정 (2015) 교육 프로그램 개선을 위한 갭(gap) 분석 프레임워크 제안 - 한국표준협회 사례를 중심으로, 대한산업공학회 추계학술대회, 연세대학교, 서울
14. 민혜종, 금영정 (2015) Kano 모형의 동태적 변화 분석을 위한 프레임워크 제안: 고객 리뷰 기반 접근, 기술경영경제학회 동계학술대회, 부경대학교, 부산
13. 서성훈, 민혜종, 이학연, 금영정 (2015) Text mining 과 LSA를 활용한 모바일 어플리케이션 카테고리 정립, 기술경영경제학회 동계학술대회, 부경대학교, 부산
12. 장우석, 금영정, 박용태 (2013) 고객 후기에 바탕한 서비스 평점의 추정: 감성 분석 및 혼합로짓모형 접근, 기술경영경제학회 하계학술대회, 제주
11. 김지영, 금영정, 박용태 (2013) 이질적 고객집단 성향을 반영한 기술요구사항 분석: Kano 모형의 확장, 기술경영경제학회 동계학술대회, 부산
10. 노은지, 금영정, 박용태 (2013) Analysis of Social Apps diffusion on network platforms: an Agent-based model approach, 기술경영경제학회 동계학술대회, 부산
9. 박효진, 금영정, 박용태 (2012) Benchmarking service quality: dual QFD approach, 기술경영경제학회 동계학술대회, 천안
8. 박효진, 금영정, 박용태 (2011) 소셜커머스의 기술적 요소가 성과에 미치는 영향 분석: Daily Deal 서비스를 중심으로, 기술경영경제학회 하계학술대회, 제주
7. 이유진, 김지은, 금영정, 박용태 (2011) 제품-서비스 혁신의 발전 양상 분석: IR52 장영실상을 중심으로, 기술경영경제학회 동계학술대회
6. 금영정, 이소라, 이성주, 박용태 (2011), 시나리오 기반 동태적 기술기획 방법론: 시스템 다이내믹스 기반 기술로드맵 접근, 기술경영경제학회 동계학술대회, 용평, 그린피아
5. 금영정, 전정환, 설현주 (2010), On the monitoring of the technological opportunities using patent information: A novelty detection approach, 대한산업공학회 하계학술대회, 제주
4. 김지은, 금영정, 박용태 (2010), 디지털 콘텐츠 서비스의 파생적 기술혁신 유형 분류: 원 소스 멀티 유즈(OSMU)를 중심으로, 기술경영경제학회 동계학술대회, 제주 그랜드호텔, 제주
3. 설현주, 박광만, 윤병운, 이학연, 이소라, 금영정 (2009), Demand Forecasting of New Media Services Using Competitive Bass Model and the Theory of the Niche, 대한산업공학회 추계학술대회, 경희대학교, 서울
2. 금영정, 조양래, 박용태 (2009), 서비스 실패 분석: 서비스 FMEA와 그레이 이론을 활용한 체계적 접근 방법 , 대한산업공학회 추계학술대회, 경희대학교, 서울
1. 송보미, 금영정, 박용태 (2009), 서비스 청사진과 베이지안 네트워크를 활용한 서비스 실패 분석, 대한산업공학회 춘계학술대회, 부산대학교, 부산
◾ Jinhong Kim, Youngjung Geum, TransCubating Technology: A Novel Approach to Measure the Value of Technology Using Technology Transfer History, IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Singapore, 2023금영정
◾ 김신호, 금영정, 다중 역할 경험을 고려한 게임 유저 이탈 예측: 롤 게임을 중심으로, 대한산업공학회 추계학술대회 논문집, UNIST, 2023금영정
◾ 박가문날비, 김신호, 금영정, Developing data-driven QFD: A systematic approach to employing text information using product manuals, 대한산업공학회 추계학술대회 논문지, UNIST, 2023금영정
◾ 김진홍, 박가문날비, 우명균, 금영정, 분석 방법론 변화 동향에 의한 데이터 기반 기술로드맵 트렌드 연구, 대한산업공학회 추계학술대회 논문집, UNIST, 2023금영정
◾ 임수진, 금영정, 다세대 제품기획을 위한 토픽모델링 및 감성분석 접근:아이폰을 중심으로, 대한산업공학회 춘계학술대회 논문집, 제주라마다프라자호텔, 2023금영정
◾ 임수진, 이현진, 박채나, 금영정, 융합기술의 효과적 분류를 위한 CPC 특허 체계의 적합성 검토 : 탐색적 접근, 대한산업공학회 학술대회 논문집, 인천대학교, 2022금영정
◾ Jinhong Kim, Youngjung Geum, Identifying promising technologies considering evolutions in technology convergence, 대한산업공학회 추계학술대회, 인천대학교, 2022금영정
◾ 이예빈, 금영정, GTM(Generative Topographic Mapping) 특허 지도와 머신러닝 을활용한유망공백기술도출, 대한산업공학회 학술대회 논문집, 제주라마다프라자호텔, 2022금영정
◾ 이예빈, 금영정, 데이터기반스타트업인수합병(M&A)유형화:클러스터링기반접근, 대한산업공학회 춘계학술대회 논문집, 제주라마다프라자호텔, 2022금영정
◾ 박영준, 금영정, 업데이트 기록을 바탕으로 한 모바일 시장 혁신 양상 분석, 대한산업공학회 추계학술대회 논문집, 동국대학교, 2021금영정
◾ 전병민;금영정, 머신러닝 기반 깃허브 레포지토리 인기도 예측: 기여자 특성을 바탕으로, 대한산업공학회 추계학술대회 논문집, 동국대학교, 2021금영정
◾ 김종우, 김홍일, 금영정, 머신러닝을 활용한 신생 스타트업 성공 예측, 대한산업공학회 추계학술대회, 동국대학교, 2021금영정
◾ 박민규, 금영정, 머신러닝 기반 특허 CPC 링크 예측을 활용한 기업 수준의 기술 기회 발굴, 대한산업공학회 추계학술대회 논문집 ,, 서울과학기술대학교, 2020금영정
◾ 전우진, 이예빈, 금영정, 머신러닝과 감성분석을 활용한 고객 리뷰 기반 항공 서비스 품질 평가, 대한산업공학회 추계학술대회 논문집, 서울과학기술대학교, 2020금영정
◾ 하소희, 금영정, 신서비스 발굴을 위한 데이터 기반 통합 QFD-MA 접근: 인수합병 데이터를 중심으로, 대한산업공학회 추계학술대회 논문집, 서울과학기술대학교, 2020금영정
◾ 한재웅, 전병민, 금영정, 신서비스 발굴을 위한 새로운 링크 예측 프레임워크 제안: 서비스-기술 융합을 바탕으로, 대한산업공학회 추계학술대회 논문집 ,, 서울과학기술대학교, 2020금영정
◾ 김종우, 김홍일, 박민규, 금영정, 토픽 기반 RFM과 감성분석을 통한 여행지 만족도 분석, 대한산업공학회 추계학술대회 논문집 ,, 서울과학기술대학교, 2020금영정
◾ 김준한, 금영정, 데이터 기반 기술로드맵 구축: 토픽모델링 및 링크 예측 접근, 대한산업공학회 추계학술대회 논문집, 서울대학교, 2019금영정
◾ 김준한, 금영정, 제조-서비스 융합을 위한 특허기반 유망기술 탐색 및 발굴: 자율주행차를 중심으로, 대한산업공학회 춘계공동학술대회, 광주 김대중컨벤션센터, 2019금영정
◾ 조경재, 금영정, 콜센터 정보보호 강화를 위한 정보보호관리체계(ISMS) 인증항목의 우선순위 선정에 관한 연구, 대한산업공학회 추계학술대회 논문집, 한양대학교, 2018금영정
◾ 김미래, 금영정, 머신러닝 기법을 활용한 특허 권리이전 정보의 예측, 대한산업공학회 추계학술대회 논문집, 한양대학교, 2018금영정
◾ Ho-Joon Lee, Youngjung Geum, Analyzing technology evolution network based on structural and semantic analysis, PICMET 2018, 미국, 2018금영정
◾ 권의준, 금영정, 동시분류분석 및 네트워크 분석을 통한 국가적 관점의 기술-산업 융합 분석, 한국경영과학회 학술대회논문집, KAIST, 2017금영정
◾ Tohir Yuldoshev, Junghwan Yun, Youngjung Geum, Comparing Technological Trend Between Russia and South Korea- A Case of Mobile Phone Industry, 한국경영과학회 학술대회논문집, 여수, 2017금영정
◾ 문진희, 금영, 데이터 마이닝을 활용한 영화 VOD 흥행 예측 및 주요 흥행 요인 분석, 대한산업공학회 추계학술대회 논문집, 고려대학교, 2016금영정
◾ 윤정환, 금영정, 특허 정보 동시분류분석을 통한 기술융합의 동태적 분석방법에 관한 연구- 헬쓰케어 산업을 중심으로, 대한산업공학회 추계학술대회 논문, 고려대학교, 2016금영정
◾ 문진희, 금영정, 특허 네트워크 분석을 활용한 사물인터넷 기술융합 분석: 동시분류분석을 중심으로, 대한산업공학회 춘계공동학술대회 논문집, 제주, 2016금영정
◾ Jinseok Kim, Youngjung Geum, Yongtae Park, Exploring connections between novel ideas and existing products: an integrative approach of novelty detection and SAO-based network analysis, ISPIM Innovation Forum, Boston, 2016금영정
◾ Heeyeul Kwon, Yongtae Park, Youngjung Geum, How to Generate Ideas for Emerging Technologies using Future-oriented Data, ISPIM Innovation Forum, Boston, 2016금영정
◾ 김종명, 금영정, DEA를 활용한 콜 센터 상담원에 대한 서비스 효율성 분석, 대한산업공학회 추계학술대회 논문집, 연세대학교, 2015금영정
◾ 신우섭, 금영정, 교육 프로그램 개선을 위한 갭(gap) 분석 프레임워크 제안, 대한산업공학회 추계학술대회 논문, 연세대학교, 2015금영정
◾ 민혜종, 금영정, 토픽모델링을 이용한 매체 별 빅데이터 동향 다각적 분석., 대한산업공학회 추계학술대회 논문집, 연세대학교, 2015금영정
◾ 서성훈, 민혜종, 이학연, 금영, Text Mining과 LSA를 활용한 모바일 어플리케이션 카테고리 정립, 기술경영경제학회 학술대회, 부산 부경대학교, 2015금영정
◾ 민혜종, 금영정, Kano 모형의 동태적 변화 분석을 위한 프레임워크 제안: 고객 리뷰 기반 접근, 기술경영경제학회 학술발표, 부산 부경대학, 2015금영정
◾ 성기서, 금영정, R&D 제안서 동시분류분석을 활용한 ICT융합 네트워크 분석, 대한산업공학회 추계학술대회 논문집, 경기대학교, 2014금영정
Books
◾ 박용태,금영정 지음, 데이터 통계학, 저서, 9788970509952, 생능출판사, 2019금영정
Projects
◾ 상품성 경쟁력 강화를 위한 당사차 비구매 원인 조사 방법 구축, 현대엔지비(주), 2019.03.~2019.10.금영정
◾ 기술혁신의 weak signal 탐색을 위한 기술-시장 융합 접근, 산학협력단, 2019.03.~2020.02.금영정
◾ 특허분석과 ARM을 통한 제조-서비스 융합 트렌드 분석, 산학협력단, 2018.09.~2019.08.금영정
◾ 고등교육법 일부개정법률(강사법) 개선안 시행에 따른 대학의 변화 분석 및 대응방안 연구, 산학협력단, 2018.08.~2018.09.금영정
◾ 자율주행 환경을 고려한 주행감성 기술방향 수립, 현대엔지비(주), 2018.08.~2018.11.금영정
◾ 지역특화산업 빅데이터센터 구축을 위한 기획연구, 한국과학기술정보연구원, 2018.05.~2018.10.금영정
◾ 기술진화경로분석 및 기술융합경로 분석을 통한 빅데이터 기반 미래 유망기술 발굴 알고리즘 개발, 한국연구재단, 2017.11.~2020.10.금영정
◾ 특허 동시분류분석과 텍스트마이닝을 활용한 사물인터넷 기술융합 분석, 산학협력단, 2017.02.~2018.01.금영정
◾ DEA를 활용한 콜 센터 상담원에 대한 서비스 효율성 분석, 산학협력단, 2015.12.~2016.11.금영정
◾ BMC를 활용한 중소기업의 지식서비스 비즈니스 모델 제안, 산학협력단, 2015.12.~2016.11.금영정
◾ 교육 프로그램 개선을 위한 갭(gap) 분석 프레임워크 제안, 산학협력단, 2015.12.~2016.11.금영정
◾ 빅데이터와 WordNet을 통한 형태분석 프로세스의 자동화 연구, 한국연구재단, 2015.07.~2018.06.금영정
◾ 적응형 가치평가모형 및 핵심 입력변수 결정방법에 관한 연구, 한국과학기술정보연구원, 2015.03.~2015.09.금영정
◾ 해양플랜트 기자재 국산화 실행을 위한 중소기업 지원 기술로드맵 개발, 삼성중공업(주), 2014.12.~2015.02.금영정
◾ 해양플랜트 기자재 국산화 실행을 위한 기술로드맵 개발, 삼성중공업(주), 2014.07.~2014.08.금영정
◾ 빅데이터를 활용한 신규 스마트 서비스 창출 알고리즘(S-Creator) 개발: 기술-시장 융합 접근, (재)산학협동재단, 2014.06.~2015.05.금영정
◾ 불확실한 환경에서의 기술로드맵 개발 방법론 제안 : 변형 QFD 기반 접근, 산학협력단, 2014.03.~2016.02.금영정
Awarded
◾ R&D 제안서 동시분류분석을 활용한 ICT융합 네트워크 분석, 산업융합 활성화 방안 연구논문 공모전 우수상, 대한산업공학회, 2014금영정