국제 학술지◾ Lee, S., Kim, J., & Lee, H. (2025+). Unveiling the types of growth patterns of mobile startups: do business models matter?. Technology Analysis & Strategic Management, in press. (SSCI)
◾ Jin, S., Lee, S., & Lee, H. (2025). How do fandom types differ? A taxonomy of K-pop fandom with network embedding. Entertainment Computing, 52, 100767. (SCIE)
◾ Sung, K., Park, K. T., & Lee, H. (2024). Landscaping the digital twin technology: Patent-based networks and technology reference model. Technological Forecasting and Social Change, 206, 123576. (SSCI)
◾ Lee, S., Kim, C., and Lee, H. (2024). What should be offered for free and what for premium in a freemium service? a two-stage approach of Kano & path analysis to the design of freemium services, Technology Analysis & Strategic Management, 36(7), 1476-1489. (SSCI)
◾ Kim, S., Suh, Y., and Lee, H. (2022) What IoT devices and applications should be connected? Predicting user behaviors of IoT services with node2vec embedding, Information Processing & Management, 59(2), 102869. (SSCI)
◾ Kim, C. and Lee, H. (2020). A patent-based approach for the identification of technology-based service opportunities, Computers & Industrial Engineering, 144, 106464. (SCIE)
◾ Lee, S., Lee, H., and Lee, C. (2020). Open innovation at the national level: Towards a global innovation system, Technological Forecasting and Social Change, 151, 119842. (SSCI)
◾ Lee, H. and Kang, P. (2018). Identifying core topics in technology and innovation management studies: A topic model approach, Journal of Technology Transfer, 43(5), 1291-1317. (SSCI)
◾ Jang, W., Kwon, H., Park, Y., and Lee, H. (2018). Predicting the degree of interdisciplinarity in academic fields: The case of Nanotechnology, Scientometrics, 116(1), 231-254. (SSCI)
◾ Lee, H., Seo, H., and Geum, Y. (2018). Uncovering the topic landscape of product-service system research: From sustainability to value creation, Sustainability, 10(4), 911. (SSCI)
◾ Kim, B., Lee, H., and Kang, P. (2018). Integrating cluster validity indices based on data envelopment analysis, Applied Soft Computing, 64, 94-108. (SCIE)
◾ Jeon, J., Kim, J., Park, Y., and Lee, H. (2017). An analytic network process approach to partner selection in acquisition & development (A&D). Technology Analysis & Strategic Management, 29(7), 790-803. (SSCI)
◾ Lee, H. and Geum, Y. (2017). Development of the technology roadmap considering layer heterogeneity: An integrative approach of CIA and AHP. Technological Forecasting and Social Change, 117, 12-25. (SSCI)
◾ Lee, H., Seol, H., Min, H., and Geum, Y. (2017). The identification of new service opportunities: A case-based morphological analysis. Service Business, 11(1), 191-206. (SSCI)
◾ Suh, Y. and Lee, H. (2017). Developing ecological indexes for identifying roles of ICT industries in mobile ecosystems: Inter-industry analysis approach. Telematics and Informatics, 34(2), 425-437. (SSCI)
◾ 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. (SSCI)
◾ Jo, H., Park, Y., Kim, S. E., and Lee, H. (2016). Exploring the intellectual structure of nanoscience and nanotechnology: journal citation network analysis. Journal of Nanoparticle Research, 18(6), 1-21. (SCIE)
◾ Kim, T., Hong, J., and Lee, H. (2016). Predicting when the mass market starts to develop: The dual market model with delayed entry. IMA Journal of Management Mathematics, 27(3), 381-396. (SSCI)
◾ Lee, S., Kim, W., Lee, H., and Jeon, J. (2016). Identifying the structure of knowledge networks in the U.S. mobile ecosystems: Patent citation analysis. Technology Analysis & Strategic Management, 28(4), 411-434. (SSCI)
◾ Jo, H., Lee, H., Suh, Y., Kim, J., and Park, Y. (2015). A dynamic feasibility analysis of public investment projects: an integrated approach using system dynamics and agent-based modeling. International Journal of Project Management, 33(8), 1863-1876. (SSCI)
◾ Lee, S. and Lee, H. (2105). Measuring and comparing the R&D performance of government research institutes: A bottom-up data envelopment analysis approach. Journal of Informetrics, 9(4), 942-953. (SSCI)
◾ Lee, C. and Lee, H. (2015). Novelty-focused document mapping to identify new service opportunities. Service Industries Journal, 35(6), 345-361. (SSCI)
◾ Lee, H. (2015). Uncovering the multidisciplinary nature of technology management: Journal citation network analysis. Scientometrics, 102(1), 51-75. (SSCI)
◾ Song, Y., Lee, S., Zo, H., and Lee, H. (2015). A hybrid Bass–Markov model for the diffusion of a dual-type device-based telecommunication service: The case of Wibro service in Korea. Computers & Industrial Engineering, 79(1), 85-94. (SCIE)
◾ Lee, H., Kim, S. G., Park, H. W., and Kang, P. (2014). Pre-launch new product demand forecasting using the Bass model: A statistical and machine learning-based approach. Technological Forecasting & Social Change, 86, 49-64. (SSCI)
◾ Lee, H. and Kim, C. (2014). Benchmarking of service quality with data envelopment analysis. Expert Systems with Applications, 41(8), 3761-3768. (SCIE)
◾ Kim, J., Park, Y., Kim, C., and Lee, H. (2014). Mobile application service networks: Apple’s App Store. Service Business, 8(1), 1-25. (SSCI)
◾ Lee, H. and Shin, J. (2014). Measuring journal performance for multidisciplinary research: An efficiency perspective. Journal of Informetrics, 8(1), 77-88. (SSCI)
◾ Shin, J. and Lee, H. (2013). Global low-risk business opportunity recognition for SMEs. Journal of Engineering and Technology Management, 30(4), 402-418. (SSCI)
◾ 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)
◾ Seol, H., Park, G., Lee, H., and Yoon, B. (2012). Demand forecasting of new media services using competitive Bass model and the theory of the niche: A case of digital broadcasting services in Korea. Technological Forecasting & Social Change, 79(7), 1217-1218. (SSCI)
◾ 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)
◾ Kim, C. and Lee, H. (2012). A database-centred approach to development of new mobile service concepts. International Journal of Mobile Communications, 10(3), 248-264. (SSCI)
◾ Lee, H., Kim, M., and Park, Y. (2012). An analytic network process approach to operationalization of five forces model. Applied Mathematical Modelling, 36(4), 1783-1795. (SCIE)
◾ Lee, C., Lee, H., Seol, H., and Park, Y. (2012). Evaluation of new service concepts using rough set theory and group analytic hierarchy process. Expert Systems with Applications, 10(1), 3404-3412. (SCIE)
◾ Suh, Y., Lee, H., and Park, Y. (2012). Analysis and visualisation of structure of smartphone application services using text-mining and the set-covering algorithm: A case of App Store. International Journal of Mobile Communications, 10(1), 1-20. (SSCI)
◾ Jeon, J., Lee, H., and Park, Y. (2011). Implementing technology roadmapping with supplier selection for semiconductor manufacturing companies. Technology Analysis & Strategic Management, 23(8), 899-918. (SSCI)
◾ Kim, C., Lee, C., Seol, H. and Lee, H. (2011). Identifying core technologies based on technological cross-impact: An ARM and ANP approach. Expert Systems with Applications, 38(10), 12559-12564. (SCIE)
◾ Jeon, J., Kim, C., and Lee, H. (2011). Measuring efficiency of total productive maintenance: A three-stage DEA approach. Total Quality Management and Business Excellence, 22(8), 911-924. (SSCI)
◾ Lee, H., Kim, M., Lee, S., and Choi, C. (2011). R&D performance monitoring, evaluation, and management system: a model and methods. International Journal of Innovation and Technology Management, 8(2), 295-313.
◾ Lee, H., Kim, C., and Park, Y. (2010). Evaluation and management of new service concepts: An analytic network process-based portfolio approach. Computers & Industrial Engineering, 58(4), 535-543. (SCIE)
◾ Lee, H., Seol, H., Sung, N., Hong, Y.S., and Park, Y. (2010). An analytic network process approach to measuring design change impacts in modular products. Journal of Engineering Design, 21(1), 75-91. (SCIE)
◾ Lee, H., Park, Y., and Choi, H. (2009). Comparative evaluation of performance of national R&D programs with heterogeneous objectives: A DEA approach. European Journal of Operational Research, 196(3), 847-855. (SCIE)
◾ Lee, H., Lee, S., and Park, Y. (2009). Selection of technology acquisition mode using the analytic network process, Mathematical and Computer Modelling, 49(5-6), 1274-1282. (SCIE)
◾ Park, J., Lee, H., and Park, Y. (2009). Disembodied knowledge flows among industrial clusters: A patent analysis on the Korean manufacturing sector. Technology in Society, 31(1), 73-84. (SSCI)
◾ Lee, H., Kim, C., Cho, H., and Park, Y. (2009). An ANP-based technology network for identification of core technologies: a case of telecommunication technologies. Expert Systems with Applications, 36(1), 894-908. (SCIE)
◾ Lee, H., Lee, C., Seol, H., and Park, Y. (2008). On the R&D priority setting in technology foresight: A DEA and ANP approach. International Journal of Innovation and Technology Management, 5(2), 201-220.
◾ Seol, H., Lee, H., Kim, S., and Park, Y. (2008). The impact of information technology on organizational efficiency in public services: A DEA-based DT approach. Journal of the Operational Research Society, 59(2), 231-238. (SSCI)
◾ Lee, H. and Park, Y. (2005). An international comparison of R&D efficiency: DEA approach. Asian Journal of Technology Innovation, 13(2), 207-221. (SSCI)
국내 학술지
◾ 전승선, 이왕재, 박재규, & 이학연. (2024). 오픈소스 프로젝트 데이터 기반 스마트홈 기술 생태계 분석: Matter 표준을 중심으로. 대한산업공학회지, 50(2), 109-119.
◾ 백춘삼, 최재명, 이학연 (2023). 특허 토픽 기반 메타버스 기술 프레임워크: 가상 세계를 중심으로, 대한산업공학회지, 49(6), pp. 455-466.
◾ 이서영, 안승섭, 이학연 (2023). 디지털 헬스케어 기술 구조 분석 Fractional Assignment Vs. Disrecte Assignment, 대한산업공학회지, 49(1), pp. 85-94.
◾ 성기서, 황정민, 이학연 (2022). 스마트 제조 국가연구개발 랜드스케이프: 토픽 포트폴리오 및 혁신 주체별 특성, 대한산업공학회지, 48(5), pp. 528-537.
◾ 안승섭, 진소연, 이학연 (2022). Fad2vec: 판매 데이터 임베딩 기반 패션 산업 단발성 유행 탐지, 대한산업공학회지, 48(2), pp. 235-244.
◾ 전승선, 김성희, 이학연 (2021). 글로벌 스마트홈 산업의 지식생태계 분석, 대한산업공학회지, 47(1), pp. 11-22.
◾ 성기서, 이학연 (2020). Exploring the Interdisciplinary Structure of ICT: A Co-Classification Analysis of Research Proposals, 대한산업공학회지, 46(5), pp. 491-505.
◾ 이왕재, 이학연 (2020). 깃허브 오픈소스 프로젝트 데이터를 활용한 인공지능 기술 개발 동향 분석, 46(5), pp. 548-558.
◾ 이왕재, 이학연 (2019). 인공지능 기술 랜드스케이프: 기술 구조와 기업별 경쟁우위, 한국기술혁신학회지, 제22권 제3호, pp. 340-361.
◾ 지상준, 이학연 (2018). 제품서비스시스템(PSS) 비즈니스 운영 효율성 평가: C사의 렌탈 비즈니스를 중심으로, 대한산업공학회지, 제44권 제4호, pp. 142-152.
◾ 서한빈, 이학연 (2018). SVM기반 링크 예측을 이용한 제조-서비스 기술 융합 예측. 대한산업공학회지, 제44권 제2호, pp. 154-163.
◾ 강전학, 이학연 (2018). 특허 정보를 활용한 클라우드 컴퓨팅 기술 구조 분. 대한산업공학회지, 제44권 제1호, pp. 69-81.
◾ 이성희, 이학연 (2017). 정부출연연구기관의 산학연 공동연구 성과 평가. 대한산업공학회지, 제43권 제3호, pp. 154-163.
◾ 전익진, 이학연 (2017). BSC/DEA를 활용한 기업 연구개발 프로젝트 성과평가. 경영과학, 제34권 제 2호, pp. 67-83.
◾ 이성희, 이학연 (2017). 정부출연연구기관의 산학연 공동연구 성과 평가. 대한산업공학회지, 제43권 제3호, pp. 154-163.
◾ 박철호, 한준, 구지선, 이상훈, 이학연 (2017). 녹색기술 유망 R&D 과제 선정 방법론: 개도국향 기술사업화를 중심으로. 대한산업공학회지, 제43권 제1호, pp. 49-61.
◾ 정보권, 이학연 (2016). 국내 산업공학 연구 주제 2001~2015. 대한산업공학회지, 제42권 제5호, pp. 182-197.
◾ 전익진, 이학연 (2016). 연관규칙 기반 동시출현단어 분석을 활용한 기술경영 연구 주제 네트워크 분석. 기술혁신연구, 제 24 권 제 4 호, pp. 101-126.
◾ 정보권, 이학연 (2016). 융합 학문으로서의 산업공학: 학술지 인용 네트워크 분석을 활용한 산업공학의 학문적 융합 구조 탐색. 대한산업공학회지, 제42권 제3호, pp. 182-197.
◾ 전훈, 이학연 (2016). 국내 온라인 게임 산업 생태계 분석: 개발사-퍼블리셔 관계를 중심으로. 대한산업공학회지, 제42권 제2호, pp. 138-150.
◾ 이성희, 김태수, 이학연 (2015). DEA 윈도우 분석을 이용한 정부출연연구기관의 연구개발 사업화 동태적 효율성 분석, 경영과학, 제32권 제4호, pp. 193-207.
◾ 전익진, 이학연 (2015). 연구개발 사업화 성과 평가 : DEA 기반 3단계 R&BD 성과 모형, 대한산업공학회지, 제41권 제5호, pp. 425-438.
◾ 정승우, 이학연 (2015). 서비스수준협약 기반의 병원정보시스템 성과측정 모형 : IT 균형성과표 및 논리모형 접근법, 한국경영공학회지 , 제20권 제2호, pp. 1-15.
◾ 강필성, 금영정, 박현우, 김상국, 성태응, 이학연 (2015). 기술가치평가를 위한 시장대체원가 접근법, 대한산업공학회지, 제41권 제2호, pp. 150-161.
◾ 정보권, 이학연 (2014). 국내 산업공학 공동연구 네트워크 분석, 대한산업공학회지, 제40권 제6호, pp. 618-627.
◾ 전훈, 이학연 (2014). DEA Window 분석을 이용한 국내 온라인 게임 기업의 운영 효율성 평가, 한국경영과학회지, 제39권 제3호, pp. 23-40.
◾ 전훈, 이학연 (2013). DEA 기반 온라인 게임 성과 관리 포트폴리오 모형. 대한산업공학회지, 제39권 제4호, pp. 260-270.
◾ 신상필, 이학연 (2013). AHP를 이용한 모바일 오피스 시스템의 구현방식 선정. 한국경영공학회지, 제18권 제2호, pp. 105-119.
◾ 전정환, 조현명, 이학연 (2012). 네트워크분석과정(ANP)을 이용한 기술개발 성공 예측. IE interfaces, 제25권 제3호, pp. 309-318.
◾ 홍정식, 양창준, 이학연 (2012). 국내 IT 산업 부문 간 효율성 비교 평가: 자료포락분석(DEA) 기법을 중심으로. 한국경영공학회지, 제17권 제3호, pp. 147-160.
◾ 이상훈, 이학연 (2011). 자료포락분석(DEA)을 이용한 지식 서비스(KIBS) 산업의 혁신 성과 분석. 한국경영공학회지, 제16권 제3호, pp. 129-144.
◾ 이학연, 김지표 (2011). 균형성과표(BSC)와 논리모형을 이용한 대학교육역랑강화사업 성과 평가 방법론. 한국교육행정학회, 제29권 제3호, pp. 305-327.
◾ 김지은, 이학연, 전정환 (2011). CaRBS를 활용한 IPTV의 수용 예측 모형 개발. Enture Journal of Information Technology, 제10권 제2호, pp. 71-83.
◾ 김문수, 이학연, 최창우, 이성룡, 최경일, 전진우 (2008). 국가연구개발 성과추적평가관리 시스템 모형 및 활용. 기술혁신학회지, 제11권 제4호, pp. 709-734.
◾ 특허 토픽 기반 메타버스 기술 프레임워크: 가상 세계를 중심으로, 대한산업공학회지, vol.49 No.6 pp.455~466, 2023이학연
◾ 디지털 헬스케어 기술 구조 분석: Fractional Assignment Vs. Disrecte Assignment, 대한산업공학회지, vol.49 No.1 pp.85~94, 2023이학연
◾ 스마트 제조 국가연구개발 랜드스케이프: 토픽 포트폴리오 및 혁신 주체별 특성, 대한산업공학회지, vol.48 No.5 pp.528~537, 2022이학연
◾ What should be offered for free and what for premium in a freemium service? a two-stage approach of Kano & path analysis to the design of freemium services, TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2022이학연
◾ Fad2vec: 판매 데이터 임베딩 기반 패션 산업 단발성 유행 탐지, 대한산업공학회지, vol.48 No.2 pp.249~258, 2022이학연
◾ What IoT devices and applications should be connected Predicting user behaviors of IoT services with node2vec embedding, INFORMATION PROCESSING & MANAGEMENT, vol.59 No.2, 2022이학연
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