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목원대학교마케팅빅데이터학과


마케팅 실무형 빅데이터 전문 인력 양성 커뮤니티의 시대,

함께 성장하는 ‘같이’의 가치

교수소개

게시물 검색
이광진
이광진
  • 담당교과OA실무1, OA실무2, 통계자료분석1, 통계자료분석2, 데이터베이스, 예측방법의이해,자료분석실무,자료분석사례연구1, 자료분석사례연구2
  • 연구실사회과학관 E-401
  • 전화번호(042) 829-7774
  • 이메일leekj@mokwon.ac.kr
경력사항

통계청 통계교육원 데이터분석 교육
통계청 정보공개 심의회 위원
농업진흥청 교육원 출강
한국자료분석학회 이사
한국통계학회 회원

홍수정(학과장)
홍수정(학과장)
  • 담당교과마케팅빅데이터분석, 빅데이터마케팅실무, 고객관계관리, 경영전략, 데이터와품질경영, 자료분석사례연구, 데이터사이언스
  • 연구실사회과학관 E-428
  • 전화번호(042) 829-7771
  • 이메일sujeongh@mokwon.ac.kr
학력사항

-성균관대학교 경영학 석박사 (2020)
-성균관대학교 경영학, 사회복지학 학사 (2013)

경력사항

[약력/경력]
- 성균관대학교, 숙명여자대학교 강사(22.09-25.02)
- 숙명여대 연구원(2021-2025)
- 칸타코리아 연구원(2021)
- 성균관대학교 연구원(2020)

[수상]
서비스마케팅학회 우수발표연구상 (23.05)

[연구 과제]
2025 신진연구자 「불확실성 시대의 소유 방식」 (한국연구재단, 홍수정)

김기연
김기연
  • 담당교과[전공] AI활용콘텐츠마케팅실무, 빅데이터비즈니스세미나, 소비자애널리틱스(MD), 마케팅인텔리전스, 데이터마케팅론(MD), 데이터시각화와보고서작성, 브랜드광고마케팅, 마케팅입문, 통계자료분석 ㅣ[교양] 생활속의빅데이터이야기
  • 연구실AI·데이터 사회분석 연구실 (AID&S Lab), 사회과학관 E-426
  • 전화번호(042) 829-7775
  • 이메일gracekykim@mokwon.ac.kr
  • 홈페이지https://sites.google.com/view/k-aidandslab
학력사항

연세대학교 정보시스템 박사 (Ph.D., IT정책산업전공)
연세대학교 정보시스템 석사 (M.S., 디지털비즈니스전공)
충남대학교 문학사 (B.A., 교직이수, 중등학교 정교사 2급)

경력사항

[연구분야]
Technology, Data & Human Experience

Research Areas: AI & Data Analytics, Information Systems (MIS), AI Transformation (AX) Strategy & Policy, Digital Business & Marketing, New Media & Technology Markets, Next-Generation Studies & Digital Experience, Digital Society

[경력 및 대외활동]
前 기획재정부 공공기관 경영평가단 위원
前 한국과학기술기획평가원 사업평가위원
前 지차체 정보화위원회 자문위원(세종특별자치시, 대전광역시 서구 등)
前 한국능률협회컨설팅 공공부문 마케팅분과 사업평가위원
前 교육부·국가평생교육진흥원 산업맞춤 단기직무능력인증과정(Match業) 컨소시엄 사업기획 주관기관 총괄책임자(디지털·빅데이터 분야)
前 지방대학활성화사업 「빅데이터 기반 영상문화 콘텐츠 제작 확산 사업단」 책임교수
前 한국전자통신연구원(ETRI) 지식처리팀 근무
前 CTS기독교TV 인터넷방송팀 근무
前 연세대학교 방송통신정책연구소(산학협력단) 박사후연구원
前 숭실대학교, 단국대학교 등 강사

대전광역시 서구 빅데이터위원회 위원
조달청, 정보통신산업진흥원 등 기술평가위원
한국생산성본부 국가자격기술 감독위원
한국인터넷정보학회 편집위원·이사
한국주관성연구학회 연구이사
한국경영학회, 한국정보처리학회 등 다수 학회 정회원
교내 RISE 현장인재양성 전문위원회 위원
교내 디지털새싹사업 위원

[Selected Publications]

[KCI] CK Kim, YJ Jung, & KY Kim† (2026). A Data-Driven Platform Model for CSR-NPO Strategic Matching Based on Standardized Quality Assessment of Nonprofit Organizations, (KCI) Journal of Internet Computing & Services, 27(2), 145–157.
[KCI] KY Kim*† (2026). Virtual-Real Space Perception and Self-Relational Types: A Q-Methodological Analysis of Adolescents, Journal of Korean Society for the Scientific Study of Subjectivity, 74, 81–103.
[KCI] KY Kim*† (2025). Analyzing the Alpha Generation’s Subjectivity and Experience Typologies in Virtual Reality Content, Journal of Korean Society for the Scientific Study of Subjectivity, 71, 87–107.
[KCI] KY Kim*† (2024) Analyzing Research Themes and Trends in Living Lab Studies: An Exploratory Approach Using LDA Topic Modeling and Semantic Network Analysis, Journal of Internet Computing & Services, 25(5), 171-182.
[KCI] KY Kim*† (2022). A Comparative Study on the Social Awareness of Metaverse in Korea and China: Using Big Data Analysis, Journal of Internet Computing & Services, 24(1), 71–86.
[KCI] KY Kim*† (2022). Big Data Analysis of MZ Generation Consumer Behavior Changes under the Pandemic Era. Korean Journal of Communication Studies, 30(4), 113–137.
[SCIE] KY Kim* & IK Song (2020). Exploring Working Group’s Psychological Subjectivity on Public Smart Work Services in a Cloud-based Social Networking, KSII Transactions on Internet and Information Systems, 14(12), 4748-4762.
[KCI] KY Kim*† (2020). Trends Analysis on Research Articles of the Sharing Economy through a Meta Study Based on Big Data Analytics, Journal of Internet Computing and Services, 21(4), 97–107.
[KCI] KY Kim*† (2018). A Study on US Consumer’s Subjectivity Schemata of Sharing Economy: Q Methodology, Journal of Internet Computing and Services, 19(4), 107–121.
[SSCI] KY Kim* & BG Lee (2015). Marketing insights for mobile advertising and consumer segmentation in the cloud era: A Q–R hybrid methodology and practices. Technological Forecasting and Social Change, 91, 78-92.
[SCOPUS] JW Choi, JH Lee, & KY Kim† (2015). Exploring Millennial Generation Behavior of Gamification Contents Converging with ICT and Sharing Economy: Hierarchical Clustering Analysis. In J. J. Park, I. Stojmenovic, H. Y. Jeong, & G. Yi (Eds.), Computer science and its applications (Lecture Notes in Electrical Engineering), Springer, 330, 789–794.
[SCIE] KY Kim*† (2014). Business intelligence and marketing insights in an era of big data: The q-sorting approach. KSII Transactions on Internet & Information Systems, 8(2), 567-582.
[SCIE] KY Kim*, DK Cho, & IK Song (2014). A Subjectivity Study on the Promotion of Korean Smart TV Industry through Q Methodology, The KSII Transactions on Internet and Information Systems.
[SCOPUS] HG Kim, YD You, & KY Kim† (2014). Impacts of Personal, Social and Culture Factors on User Acceptance of ASMD N-Screen Cloud Contents and Services, International Journal of Advances in Soft Computing & Its Applications, 6(3), 47-59.
[SSCI] IJ Hwang, KY Kim, & BG Lee (2013). Information Asymmetry, Social Networking Site Word of Mouth, and Mobility Effects on Social Commerce in Korea. Cyberpsychology, Behavior, and Social Networking.
[KCI] KY Kim* & IK Song (2013). Future Strategic Policy for Converging Industry Focused on Construction Project of Communication Network: Mixed Methodology of Q and Case Analysis. Korea Business Review, 17(2), 25–47.
[KCI] KY Kim** & HK Kim (2013). Typoogies of Consumer Preference toward Sharing Economy Service Models Based on Collaborative Consumption: A Strategic Approach to Marketing Communications, Journal of Korean Society for the Scientific Study of Subjectivity, 27, 23-40.
[SCIE] BG Lee, KY Kim, & JS Song (2011). Analyzing Moderating Effects of WiBro User Experiences, KSII Transactions on Internet and Information Systems, 5(1), 177–190.
[SSCI] BG Lee, JH Kwak, KY Kim, & SJ Kim (2009). Technical innovation and 3.5 mobile phone generation: Lessons from Korea. Telecommunications Policy, 33(5-6), 296-308.

이만섭
이만섭
  • 담당교과기초수학, R기초, 기초통계1, 기초통계2, SQL, R시각화, 파이썬1, 파이썬 2
  • 연구실사회과학관 E-427
  • 전화번호(042)829-7603
  • 이메일lmsds@mokwon.ac.kr
학력사항

충남대학교 수학과 이학박사(2008)

경력사항

국가수리과학 연구소(NIMS) 산업수학 전문위원(2019~)
대한수학회 정회원(2008~ )
충청수학회 정회원(2006~ )
Mathematical Reviewer of the American Mathematical Society (2011~ )
Zentralblatt Math(2012~ )
Editor in Journal of the Chungcheong Mathematical Society(2017~ )
Editor in Journal of Applied Mathematics and Statistical Applications (2016~ )

- 교외연구비 수주 :
2009.05.01.-2010.04.30. (한국연구재단-기본연구)
2011.05.01.-2014.04.30. (한국연구재단-신진연구)
2014.05.01.-2017.04.30. (한국연구재단-신진연구 후속)
2017.03.01.-2020.02.28. (한국연구재단-중견연구)
2020.06.01.-2023.02.28.(한국연구재단-기본연구)

-논문 157편-SCI(81편), Scopus(47편), KCI(한국연구재단 등재)(29편)

Main Publications(주요 논문)

■ M. Lee, Robustly eventual shadowing diffeomorphisms, to appear in Journal of the Korean Mathematical Society.

■ M. Lee and J. Oh, Hyperbolic structure of generalized expansive systems, to appear in Topoloy and Its Applications.

■ M. Lee, The pseudo-orbit tracing property for $C^1$ generic dynamical systems, J. Korean Math. Soc. 63(2026), 313-324.

■ M. Lee and J. Oh, Weak measure expansive symplectic systems, Reviews in Mathematical Physics. 38, No. 02, 2550014 (2026).

■ W. Jung, M. Lee and C. A. Morales, Shadowing of the induced map for contracting homeomorphisms, Journal of Mathematical Analysis and Applications, 543(2025), 128983.

■ M. Lee, C. A. Morales and J. Park, An approximate fixed pointproperty, Topology and Its Appl. 344 (2024), 108820.

■ M. Lee, Singular hyperbolicity of C^1 generic three dimensional vector fields, J. Korean Math. Soc. 61 (2024), 495-513

■ M. Lee, Continuum-wise expansiveness for C^1 generic vector fields, J. Korean Math. Soc., 60(2023), 987-998

■ M. Lee, Local topological stability for diffeomorphisms, 22 Article number: 51 (2023). Qual. Th. Dynam. Syst.

■ M. Lee and J. Oh, Asymptotic measure expansive flows, J. Dynam. Cont. Syst., 29 (2023), 293-318.

■ H. Bo and M. Lee, A generalized Lipschitz shadowing property for flows, Acta Math. Sci. 43(2023), 259 – 288.

■ M. Lee, Inverse pseudo orbit tracing property for robust diffeomorphisms, Chaos, Solitons and Fractals. 160 (2022), 112150.

■ M. Lee, J. Oh and J. Park, Kinematic N expansive continuous dynamical systems, Reviews in Math. Physics. 34 (2022), Article No. 2250012.

■ M. Lee and J. Ahn, Partial hyperbolicity and pseudo orbit tracing properties, Topology Its Appl. 314 (2022), 108095.

■ M. Lee, Flows with ergodic pseudo orbit tracing property, Electronic Research Archive, 30 (2022), 2406-2416.

■ M. Lee, Eventual shadowing for chain transitive sets of C^1 generic dyanmical systems, J. Korean Math. Soc. 58 (2021), 1059-1079.

■ M. Lee, Continuum-wise expansiveness for discrete dynamical systems, Rev. Real Acad. Cien. Exact. Fis. Nat. Ser. A. Math. 115 (2021), Article Number 113.

■ M. Lee, Asymptotic measure expansiveness for generic diffeomorphisms, Open Math. 19(2021), 470-476

■ M. Lee and L. H. Tien, Chain components with the stable shadowing property for C^1 vector fields, J. Aust. Math. Soc. 110 (2021), 243 – 259.

■ M. Lee J. Oh and X. Wen, Diffeomorphisms with a generalized Lipschitz shadowing property, Disc. Contin. Dynam. Syst. 41 (2021), 1913-1927.

■ M. Lee, Robustly measure expansiveness for C1 vector fields, Quaestiones Mathematicae, 43(2020), 569-582.

■ M. Lee and J. Park, Vector fields with the asymptotic orbital pseudo orbit tracing property, Qual. Th. Dynam. Syst. 19(2020), paper No.52.16page.

■ M. Lee, Continuum-wise expansiveness for generic diffeomorphisms, Nonlinearity, 31 (2018), 2982-2988.

■ M. Lee and J. Park, Expansive transitive sets for robust and generic diffeomorphisms, Dynam. Syst. 33(2018), 228-238.

■ M. Lee, Zero topological entropy for C1 generic vector fields, Chaos Solitons &Fractals 108(2018), 104-106.

■ M. Lee, Weak measure expansiveness for partially hyperbolic diffeomorphisms, Chaos Solitons & Fractals 103(2017), 381-385.

■ K. Lee and M. Lee, Measure-expansive homoclinic classes, Osaka Journal of Mathematics, 53(2016), 873-887.

■ M. Lee, The barycenter property for robust and generic diffeomorphisms, Acta Math. Sin. Engl. Ser. 32(2016), 975-981.

■ K. Lee, and M. Lee, Shadowable chain recurrence classes for generic diffeomorphisms Taiwan J. Math. 20(2016), 399-409.

■ K. Lee, M. Lee, K. Moriyasu and K. Sakai, On positively measure-expansive differentiable maps, Journal of Math. Anal. Appl.435(2016), 492-507.

■ K. Lee, M. Lee and S. Lee, Hyperbolicity of homoclinic classes of C1 vector fields, J. Aust. Math. Soc. 98(2015), 375-389.

■ M. Bessa, M. Lee, X. Wen, Shadowing, expansivenss and specification for C1-conservative systems, Acta Math. Sci.36(2015), 583-600.

■ M. Lee, Volume-preserving diffeomorphisms with various limit shadowing, International Journal of Bifurcation and Chaos. 25, 1550018 (2015) [8 pages]

■ M. Lee, Generic expansive Hamiltonian systems, Chaos Solitons & Fractals, 61(2014), 24-26.

■ T. Das, K. Lee and M. Lee, C1-persistently continuum-wise expansive homoclinic classes and recurrent sets, Topol. Appl, 160(2013), 350-359.

■ M. Lee, Robustly chain transitive sets with orbital shadowing diffeomorphisms, Dynam. Syst., 27(2012), 507-514.

■ K. Lee and M. Lee, Stably inverse shadowable transitive sets with dominated splittings , Proc. Amer. Math. Soc., 140(2012), 217-226.

■ M. Lee, C2-stably inverse shadowing diffeomorphisms, Dynam. Syst., 26(2011), 161-1168.

■ M. Lee, Stably average shadowable homoclinic classes, Nonliear Anal., 74(2011), 689-694.

■ K. Lee and M. Lee, Hyperbolicity C1-stably expansive homoclinic classes, Discerete Cont.Dynam. Syst., 27(2010), 1133-1145.

-학술대회발표(47회): 국제학술대회 발표(17회), 국내 학술대회 발표(30회)

Main International Conference Presentations(국제 학술 발표)

■ Korea-Vietnam Joint Conference on Differential Equations and Dynamical Systems, Jeju. July 7 - 9, 2025.
Title : On the topological stability of dynamical systems

■ 2024 International Conference on Dynamical Systems and Related Topics, The University of Danang - University of Science (UD-UED) and Education. January 29 to February 2, 2024.
Title : Hyperbolicity and weak shadowing diffeomorphisms

■ 2023 VIASM Workshop on Dynamical Systems and Related Topics, VIASM, Hanoi. January 3 - 6, 2023.
Title : Hyperbolic structure of smooth dynamical systems with various shadowing properties

■ Differential Dynamical Systems, Changchun China 4-10 August 2019.
Title: Weak Measure Expansiveness for Local Diffeomorphisms.

■ The 12th AIMS Conference on Dynamical Systems, Differential Equations and Applications, Taipei, Taiwan. 5-9 July 2018.
Title: Various shadowing properties for partial hyperbolicity.

■ The 2nd Pan-Pacific International Conference on Topology and Applications, Novotel, Busan, Korea. 13-17 November 2017.
Title : Hyperbolicity of the eventual shadowing diffeomorphisms.

■ Vietnam - Korea workshop on selected topics in Mathematics, Da Nang, 20-24 February 2017.
Title: Lyapunov stable homoclinic classes with shadowing for flows.

■ International Conference for the 70th Anniversary of Korean Mathematical Society, Seoul National University, 20-23 October
Title: Hyperbolic structure of closed invariant sets for differentiable dynamical systems.

■ The Asian Mathematical Conference 2013, BEXCO, Busan, Korea. Jun 30-July 4, 2013.
Title : Measure expansive homoclinic classes.

■ The 9th AIMS Conference on Dynamical Systems, Differential Equations and Applications, Orlando, Florida, USA 1-5 July 2012(Special session 23)
Title : Shadowable chain transitive sets of C1-vector fields.

■ ICM2010 Satellite Conference on various aspcets of dynamical systems, University of Baroda, India. August 29-Sept. 01, 2010.
Title : Stably weak inverse shadowing property with dominated splitting.

■ 2015 KMS Annual Meeting, Oct. 23-25, 2015, Yeonsei University.
Title: Dynamical systems and related topics-Organizer of Special section.

■ ICM 2014 Satellite Conference on Dynamical Systems and Related Topics, 8-12 Aug. 2014, Chungnam National University. Organizer.

심우진 (겸임교수)
심우진 (겸임교수)
경력사항

삼성전자 전략마케팅팀 과장 (2003~2012)
한국과학창의재단 전략성과팀 연구원 (2012~2016)
홈스토리생활 데이터&마케팅실 실장 (2016~2019)
㈜장량경영기획 대표 (2019~현재)
건국대 글로컬캠퍼스 창업육성지원교수 (2021~2022)
충남/인천/광주/경남 테크노파크 전문위원 (2020~현재)
한국표준협회 전문위원 (2023~현재)
이패스코리아 사회조사분석사 강사 (2023~현재)

문숙경(명예교수)
문숙경(명예교수)
학력사항

서울대학교 계산통계학과 (박사)

경력사항

- 국가통계위원회 위원(현)

국가통계위원회 정책(정보, 지역통계) 분과 위원(2009-)
국가통계발전 통계의날 국가유공자 근정포장(2012)
통계청 자체평가위원회 위원(2010-2016)
한국통계학회 평의원(2012-2013)
인사혁신처 중앙선발시험위원회위원(2016-)
행정안전부지방자치단체 합동평가단 위원(2017-)
국무조정실 정부업무평가 위원(2017-)
비주얼베이직 저서