교수진

이석원

이석원 교수

소프트웨어학과

메일
leesw@ajou.ac.kr
전화
031-219-3548
홈페이지
http://www.machinediscovery.com/nise/index.html

연구분야

Main research areas: Software Requirements Engineering, Machine Learning, Knowledge Acquisition, Information Assurance
Current research projects (2019 – 2021):
- Safety AI (Data Quality Assurance and Reasoning in Uncertainty) - Multilayered review of safety approaches for machine learning-based systems in the days of AI, Journal of Systems and Software (2021) w/ Sangeeta Dey
- Software Sustainability - Integrated framework for incorporating sustainability design in software engineering life-cycle: An empirical study, Information and Software Technology (2020) w/ Theresia Saputri
- Security Requirements Engineering & Risk Analysis for Complex Systems - Understanding and Recommending Security Requirements from Problem Domain Ontology: A Cognitive three-layered Approach, Journal of Systems and Software (2020) w/ Bongjae Kim, Ji-Wook Jung, Sihn-Hye Park
- Blockchain & Trustworthy Systems - RE_BBC: Requirements Engineering in a Blockchain-Based Cloud System: Its Role in Service-Level Agreement Specification, IEEE Software (2020) w/ Irish Singh
- Bridge Inspection by combining industrial drones and deep learning based image analysis – Dept. of Transportation funded industry collaborative project (2021 – 2023)

학력

1992전자계산학 학사, 동국대

1995Computer Science 석사 , University of Pittsburgh

2004Computer Science 박사, George Mason University

경력

2000 Research Staff, IBM T. J. Watson Research Center, Hawthorn, NY. USA

2003 Senior Research Scientist, Science Applications International Corporation (SAIC), VA. USA

2010 Prof., Univ. of North Carolina at Charlotte, Dept. of Software and Information Systems, USA

2011 VIsiting Prof., Univ. of Nebraska Lincoln, Dept. of Computer Science, USA

2012 Prof., Univ. of Texas at San Antonio, Dept. of Information Systems and Cyber Security, USA

대표실적

[2021] Journal of Systems and Software Multilayered Review of Safety Approaches for Machine Learning-based Systems in the Days of AI

[2021] Multimedia Tools and Applications Self-adaptive and secure Mechanism for IoT based multimedia services: a survey

[2021] Springer Nature Blockchain Technology for IoT Applications

[2020] IEEE Access The Application of Machine Learning in Self-Adaptive Systems: A Systematic Literature Review

[2020] Information and Software Technology Integrated Framework for Incorporating Sustainability Design in Software Engineering Life-cycle: An Empirical Study

[2020] IEEE Software RE_BBC: Requirements Engineering in a Blockchain-Based Cloud System: Its Role in Service-Level Agreement Specification

[2020] Journal of Systems and Software Understanding and Recommending Security Requirements from Problem Domain Ontology: A Cognitive three-layered Approach

[2020] International Journal of Software Engineering and Knowledge Engineering Software Analysis Method for Assessing Software Sustainability

[2020] Journal of Software Evolution and Process Addressing Sustainability in the Requirements Engineering Process: From Elicitation to Functional Decomposition