주임교수 소개
주임교수 소개
 연계융합전공 주임교수 소개
이름
천세학
전공
e비즈니스경제학, 데이터과학과인공지능, 공유경제
연구실
무궁관 907호
학력
한국과학기술원 경영공학 박사
담당 교과목
경영정보시스템, e비즈니스와 핀테크, 정보기술과경영, 빅데이터분석기초, 데이타마이닝과 파이썬, 인포마틱스 기초 강의
주요논문 및 저서
해외논문

◾ Digital Cloud Services and Pricing Strategies for Sustainable Business Models: Analytical and Numerical Approaches, Sustainability (SSCI), 2020, 12(1), 49;
https://www.mdpi.com/2071-1050/12/1/49/htm

◾ Hybrid marketing channel strategies of a manufacturer in a supply chain: game theoretical and numerical approaches, Information Technology and Management(SSCI),2019, 20(4):187–202
https://link.springer.com/article/10.1007/s10799-019-00302-3

◾ Analyzing Online Car Reviews Using Text Mining, Sustainability (SSCI), 2019, 11(6), 1611.
https://www.mdpi.com/2071-1050/11/6/1611

◾ E-Commerce Liability and Security Breaches in Mobile Payment for e-Business Sustainability, Sustainability (SSCI), 2019, 11(3),
https://www.mdpi.com/2071-1050/11/3/715

◾ The Economy of Communion as a New Ideal Economy, International Journal of Engineering & Technology, vol.7 No.4 pp.1426~1428, 2018

◾ Machine Learning Techniques and Statistical Methods for Business Applications, Advanced Science Letters, vol.24 No.7 pp.5474~5477, 2018

◾ Cannibalization and competition effects on a manufacturer's retail channel strategies: Implications on an omni-channel business model, DECISION SUPPORT SYSTEMS (SCIE), vol.109 pp.5~14, 2018,
동아비즈니스리뷰,2019년2월호 https://dbr.donga.com/article/view/1203/article_no/9012

◾ Transaction security investments in online marketplaces: An analytical examination of financial liabilities, Decision Support Systems, vol.92 pp.91~102, 2016

28. Jae-Cheol Kim, Min Young Kim and Se-Hak Chun (2014), Property Tax and Its Effects on Strategic Behavior of Leasing and Selling for a Durable-good Monopolist, International Review of Economics and Finance (SSCI), Volume 29(1), pp 132-144.
27. Se-Hak Chun, Byoungsam Choi (2014), Service Models and Pricing Schemes for Cloud Computing, Journal of Cluster Computing (SCIE), Volume 17(2), pp 529-535.
25. Hwang, Junho, Min-Su Kim and Se-Hak Chun (2013), The role of R&D and corporate governance in Korea: IT firms versus non-IT firms , Information Technology and Management (SSCI), Volume 14(1), pp 29-41.
24. Se-Hak Chun (2013), The burden of proof and the optimal security investment of firms in ubiquitous computing, Personal and Ubiquitous Computing(SCIE), Volume 17(5), pp 965-969.
18. Se-Hak Chun, Byungduk Rhee, SeongYong Park and Jae-Cheol Kim (2011), "Online Store as a New Direct Channel and an Emerging Dual Channel System, International Review of Economics and Finance (SSCI), 20(4), 812-825.
14. Yoon-Joo Park, Se-Hak Chun and Byung-Chun Kim (2011), Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis, Artificial Intelligence in Medicine (SCI), 51, 133-145.
13. Se-Chul Chun, Jin Kim, Ki-Baik Hahm, Yoon-Joo Park and Se-Hak Chun (2008), Data mining technique for medical informatics: detecting gastric cancer using case-based reasoning and single nucleotide polymorphisms, Expert Systems(SCIE), 25(2), 163–172.
12. Se-Hak Chun, Yoon-Joo Park (2006), A new hybrid data mining technique using a regression case based reasoning: Application to financial forecasting, Expert Systems with applications (SCIE), 31(2), 329-336.
11. Yoon-Joo Park, Byung-Chun Kim and Se-Hak Chun, New knowledge extraction technique using probability for case-based reasoning: application to medical diagnosis, Expert Systems (SCIE), 23(1), 2–20.
10. Se-Hak Chun and Jae-Cheol Kim (2005), Analysis of price competition and strategic implications for heterogeneous market structure, International Review of Economics & Finance (SSCI), 14(4), 455-468.
9. Se-Hak Chun and Jae-Cheol Kim (2005), Pricing strategies in B2C electronic commerce: analytical and empirical approaches, Decision Support Systems (SCIE), 40(2), 375-388.
8. Se-Hak Chun and Yoon-Joo Park (2005), Dynamic adaptive ensemble case-based reasoning: application to stock market prediction, Expert Systems with applications (SCIE), 28(3), 435-443.
7. Se-Hak Chun and Steven H. Kim (2004), Data mining for financial prediction and trading: application to single and multiple markets, Expert Systems with applications (SCIE), 26(2), 131-139.
6. Se-Hak Chun and Steven H. Kim (2004), Automated generation of new knowledge to support managerial decision-making: case study in forecasting a stock market, Expert Systems (SCIE), 21(4), 192–207.
5. Se-Hak Chun and Steven H. Kim (2003), Impact of momentum bias on forecasting through knowledge discovery techniques in the foreign exchange market, Expert Systems with applications (SCIE), 24(1), 115-122.
4. Se-Hak Chun, Kyoungjae-Kim and Steven H. Kim (2002), Chaotic analysis of predictability versus knowledge discovery techniques: case study of the Polish stock market, Expert Systems (SCIE), 19(5), 264–272.
3. Steven H. Kim and Se-Hak Chun (2002), Financial Forecasting through Data Mining: A comparative evaluation of Probabilistic Neural Networks and other models, Korean Economic Review (SSCI), 159-175.
2. Steven H. Kim and Se-Hak Chun (1998), Graded forecasting using an array of bipolar predictions: application of probabilistic neural networks to a stock market index, International Journal of Forecasting (SSCI), 14(3), 323-337.
1. Steven H. Kim and Se-Hak Chun (1998), Predictability through Data Mining as a Test of the Efficient Market Hypothesis, Asia-Pacific Journal of financial studies (SSCI), 23, 433-482.
저널 논문
.
◾ 코넥스(Korea New Exchange) 시장에서 ETF 투자전략에 관한 연구, 상업교육연구, 2020천세학
◾ Cloud Services and Pricing Strategies for Sustainable Business Models: Analytical and Numerical Approaches, SUSTAINABILITY, vol.12 No.1, 2020천세학
◾ Hybrid marketing channel strategies of a manufacturer in a supply chain: game theoretical and numerical approaches, INFORMATION TECHNOLOGY MANAGEMENT, vol.20 No.4 pp.187~202, 2019천세학
◾ 데이터 크기에 따른 k-NN의 예측력 연구: 삼성전자주가를 사례로, 지능정보연구, vol.25 No.3 pp.239~251, 2019천세학
◾ 블록체인 기술의 활용 현황과 발전 방안에 관한 연구: 해외의 암호화폐 정책을 중심으로, 상업교육연구, vol.33 No.2 pp.47~70, 2019천세학
◾ Analyzing Online Car Reviews Using Text Mining, SUSTAINABILITY, vol.11 No.6, 2019천세학
◾ E-Commerce Liability and Security Breaches in Mobile Payment for e-Business Sustainability, SUSTAINABILITY, vol.11 No.3, 2019천세학
◾ The Economy of Communion as a New Ideal Economy, International Journal of Engineering & Technology,, vol.7 No.4 pp.1426~1428, 2018천세학
◾ CSR과 시장경제의 진화 : LG디스플레이 사례연구, 상업교육연구, vol.32 No.5 pp.27~50, 2018천세학
◾ Machine Learning Techniques and Statistical Methods for Business Applications, Advanced Science Letters, vol.24 No.7 pp.5474~5477, 2018천세학
◾ Cannibalization and competition effects on a manufacturer's retail channel strategies: Implications on an omni-channel business model, DECISION SUPPORT SYSTEMS, vol.109 No.Special SI pp.5~14, 2018천세학
◾ 4차 산업혁명과 노동시장의 변화: 회계 세무직을 중심으로, 상업교육연구, vol.32 No.2 pp.59~76, 2018천세학
◾ Apple사(社) 로고(Logo) 변천사를 통해서 본 Apple사(社)가 갖는 5가지 예술성에 관한 연구, 예술인문사회 융합 멀티미디어 논문지, vol.7 No.9 pp.177~186, 2017천세학
◾ Security and Liability in Smart Mobile Environment, International Journal of Urban Design for Ubiquitous Computing International Journal of Urban Design for Ubiquitous Computing, vol.5 No.1 pp.27~32, 2017천세학
◾ 다중 채널 네트워크(Multi Channel Network) 비즈니스의 수익 모델과 마케팅 전략: 국내 MCN의 사례를 중심으로, 예술인문사회 융합 멀티미디어 논문지, vol.7 No.1 pp.17~24, 2017천세학
◾ 월트 디즈니 컴퍼니의 방송 포맷의 가치 요인을 통해서 본 한국 방송 포맷의 해외 진출 성공 요인에 관한 연구, 문화산업연구, vol.16 No.4 pp.101~113, 2016천세학
◾ Transaction security investments in online marketplaces: An analytical examination of financial liabilities, Decision Support Systems, vol.92 pp.91~102, 2016천세학
◾ 해외병행 수입상품의 유통채널과 개선점, 상품학연구, vol.34 No.5 pp.19~26, 2016천세학
◾ 한국 드라마의 성공 요인과 중국의 문화산업에 미치는 영향, 문화산업연구, vol.16 No.3 pp.137~145, 2016천세학
◾ Economic Analysis of Privacy Enhancing Technologies (PETs) and Adoption Strategy, 산업혁신연구, vol.32 No.2 pp.33~43, 2016천세학
◾ Green Supply Chain and Practical Activities in the Construction Industry: Case Study for Korean Construction Companies, 상품학연구, vol.33 No.6 pp.171~176, 2015천세학
◾ 상품의 명품화 기획과 마케팅 전략: 서유럽 예술적 관점에서 본명품의 속성 분석, 상품학연구, vol.33 No.3 pp.131~144, 2015천세학
◾ UCSD CONNECT의 기업보육 성공요인, 디지털융복합연구, vol.13 No.1 pp.135~149, 2015천세학
◾ 스마트 환경에서의 전자금융거래와 소비자 보호, 상품학연구, vol.32 No.6 pp.93~99, 2014천세학
◾ 공연예술 상품의 보급 활성화 방안에 관한 연구: 오페라의 상업화 사례를 중심으로, 상품학연구, vol.32 No.6 pp.171~179, 2014천세학
◾ Service models and pricing schemes for cloud computing, CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, vol.17 pp.529~535, 2014천세학
◾ 스마트폰 문화와 MVNO(알뜰폰) 정책에 관한 소고, 문화산업연구, vol.14 No.1 pp.57~67, 2014천세학
◾ Network Capacity and Access Pricing for Cloud Services, Procedia-Social and Behavioral Sciences,, vol.109 pp.1348~1352, 2014천세학
◾ Property tax and its effects on strategic behavior of leasing and selling for a durable-goods monopolist, INTERNATIONAL REVIEW OF ECONOMICS & FINANCE, vol.29 pp.132~144, 2014천세학
◾ Bargaining Power in Supply Chain and Optimal Hybrid Marketing Channel Strategies, Procedia-Social and Behavioral Sciences, vol.109 pp.1343~1347, 2014천세학
◾ A Study on the Effect of Governance Adequacy on th Corporate Performance, Procedia-Social and Behavioral Sciences, vol.107 pp.59~66, 2013천세학
◾ The burden of proof and the optimal security investment of firms in ubiquitous computing, PERSONAL AND UBIQUITOUS COMPUTING, vol.17 pp.965~969, 2013천세학
◾ New Database Mapping Schema for XML Document in Electronic Commerce, Lecture Notes in Electrical Engineering, 2013천세학
◾ The role of R&D and corporate governance in Korea: IT firms versus non-IT firms, INFORMATION TECHNOLOGY & MANAGEMENT, vol.14 pp.29~41, 2013천세학
◾ 기업의 사회적 책임의 매개효과: 지배구조와 기업성과를 중심으로, 상업교육연구, vol.27 No.1 pp.125~148, 2013천세학
◾ A Study on the Effect of Governance Adequacy on the Corporate Performance, Procedia-Social and Behavioral Sciences, vol.107 , 2013천세학
◾ 환경의식과 환경지식이 소비자의 녹색 구매행동에 미치는 영향, 상품학연구, vol.30 No.7 pp.13~18, 2012천세학
◾ Computational Analysis of the Bargaining Power and Channel Strategies in Supply Chain Relationship, Lecture Notes in Electrical Engineering, vol.203 , 2012천세학
◾ New Hybrid Data Model for XML Document Management in Electronic Commerce, Lecture Notes in Electrical Engineering, 2012천세학
◾ Environmental Awareness in Green Supply Chain and Green Business Practices: Application to Small and Medium-Sized Enterprises, Lecture Notes in Electrical Engineering, vol.203 pp.429~435, 2012천세학
◾ Minimizing Metadata Size for File Synchronization Using Variable-Length Chunking, Lecture Notes in Electrical Engineering, vol.164 pp.349~357, 2012천세학
◾ Soft Realtime Xen Virtual Machine Scheduling Using Compositional Model, Lecture Notes in Electrical Engineering, pp.59~66, 2012천세학
◾ The burden of proof and the optimal security investment of firms in ubiquitous computing, PERSONAL AND UBIQUITOUS COMPUTING, 2012천세학
◾ Emerging dual channel system and manufacturer's direct retail channel strategy, INTERNATIONAL REVIEW OF ECONOMICS FINANCE, vol.20 No.4 pp.812~825, 2011천세학
◾ 방송사 요인과 프로그램 요인이 시청자 만족도에 미치는 영향: 중소 해외한국어방송사를 중심으로, 상품학연구, vol.29 No.3 pp.107~115, 2011천세학
◾ 글로벌 SCM에서의 위험관리 프레임웍에 관한 연구: A기업 사례를 중심으로, 상품학연구, vol.29 No.2 pp.137~146, 2011천세학
◾ Cost-sensitive case-based reasoning using a genetic algorithm: Application to medical diagnosis, ARTIFICIAL INTELLIGENCE IN MEDICINE, vol.51 pp.133~145, 2011천세학
◾ 국내 중소기업들의 공급사슬망관리(SCM)에 대한 참여 동기에 관한 연구, 상업교육연구, vol.25 No.1 pp.135~150, 2011천세학
◾ Smart mobile banking and its security issues: From the perspectives of the legal liability and security investment, Communications in Computer and Information Science, vol.184 CCIS No.PART 1 pp.190~195, 2011천세학
◾ Future green technologies and performances: A case study of the Korean stock market, Communications in Computer and Information Science, vol.184 CCIS No.PART 1 pp.196~199, 2011천세학
◾ Corporate social responsibility and its performances: Application to SRI (Socially Responsible Investing) mutual funds, Communications in Computer and Information Science, vol.184 CCIS No.PART 1 pp.200~203, 2011천세학
◾ 기업 내부 및 외부의 신뢰적 요소가 SCM의 성과에 미치는 영향에 관한 연구, 상품학연구, vol.29 No.1 pp.117~126, 2011천세학
◾ 전자상거래하에서의 유통회사와 제조회사간의 채널 협상력에 따른 가격전략에 관한 연구: 유통업자브랜드와 제조업체브랜드를 중심으로, 상품학연구, vol.28 No.6 pp.73~80, 2010천세학
◾ 초고속 인터넷 서비스 가입자의 고객 충성도에 관한 연구, 상품학연구, vol.28 No.6 pp.155~162, 2010천세학
◾ 기업투자 유치를 위한 자원의 효율적 배분에 대한 연구, 경영교육연구, vol.13 No.2 pp.157~181, 2009천세학
◾ 기업투자 유치를 위한 자원의 효율적 배분에 관한 연구, 경영교육연구, vol.13 No.2 pp.157~181, 2009천세학
◾ 전자상거래하에서 채널갈등과 닷컴기업의 분할에 관한 연구, 상품학연구, vol.27 No.2 pp.23~31, 2009천세학
◾ A Decision Model for Advertising Expense: From the Perspective of the Blockholder's Private Benefits, 상품학연구, vol.27 No.2 pp.123~130, 2009천세학
◾ 전자상거래하에서 채널갈등과 닷컴기업의 분할에 관한 연구, 상품학연구, vol.27 No.2 pp.23~31, 2009천세학
◾ A Decision Model for Advertising Expense: From the Perspective of the Blockholder's Private Benefits, 상품학연구, vol.27 No.2 pp.123~130, 2009천세학
◾ 요인분석을 통한 지역 기업 유치 요인에 관한 연구: 강원도의 환경요인과 정책요인들을 중심으로, 상품학연구, vol.26 No.3 pp.49~57, 2008천세학
◾ 요인분석을 통한 지역 기업 유치 요인에 관한 연구: 강원도의 환경요인과 정책요인들을 중심으로, 상품학연구, vol.26 No.3 pp.49~57, 2008천세학
◾ 디지털 컨버전스 시대에서의 국내 모바일 비즈니스 전망과 활성화 방안, 상품학연구, vol.26 No.2 pp.67~77, 2008천세학
◾ 디지털 컨버전스 시대에서의 국내 모바일 비즈니스 전망과 활성화 방안, 상품학연구, vol.26 No.2 pp.67~77, 2008천세학
◾ Data Mining Technique for Medical Informatics - Detecting Gastric Cancer Using Case-based Reasoning and Single Nucleotide Polymorphisms, expert systems - 직접입력, vol.0 No.0 pp.0~0, 2008천세학
◾ Data mining technique for medical informatics: detecting gastric cancer using case-based reasoning and single nucleotide polymorphisms, EXPERT SYSTEMS, vol.25 pp.163~172, 2008천세학
◾ 전자상거래하에서의 하이브리드 마케팅 채널의 믹스 전략에 관한 연구, Asia Pacific Journal of Information Systems, vol.17 No.2 pp.83~95, 2007천세학
◾ 전자상거래하에서의 하이브리드 마케팅 채널의 믹스 전략에 관한 연구, Asia Pacific Journal of Information Systems, vol.17 No.2 pp.83~95, 2007천세학
◾ 온라인 콘텐츠 시장에서의 가격전략과 비즈니스 모델에 관한 분석, 한국경영과학회지, vol.31 No.3 pp.53~62, 2006천세학
◾ A new hybrid data mining technique using a regression case based reasoning: Application to financial forecasting, Expert Systems with Applications, vol.31 No.2 pp.329~336, 2006천세학
◾ New knowledge extraction technique using probability for case-based reasoning: application to medical diagnosis, EXPERT SYSTEMS, vol.23 pp.2~20, 2006천세학
◾ 전자상거래에서의 오프라인과 온라인 소매기업의 가격 경쟁 모델에 관한 분석, Asia Pacific Journal of Information Systems, vol.15 No.3 pp.1~8, 2005천세학
◾ Pricing strategies in B2C electronic commerce: analytical and empirical approaches, DECISION SUPPORT SYSTEMS, vol.40 pp.375~388, 2005천세학
◾ 최종사용자의 입장에서 본 정보속성이 정보시스템의 성과에 미치는 영향: 회계분야를 중심으로, 대한경영학회지, vol.18 No.1 pp.355~374, 2005천세학
◾ Analysis of price competition and strategic implications for heterogeneous market structure, International Review of Economics and Finance, vol.14 No.4 pp.455~468, 2005천세학
◾ Dynamic adaptive ensemble case-based reasoning: application to stock market prediction, EXPERT SYSTEMS WITH APPLICATIONS, vol.28 pp.435~443, 2005천세학
◾ XML 문서의 효율적인 검색과 재사용성을 위한 데이타 모델링, 지능정보시스템학회논문지, vol.10(3) No.10(3) pp.27~37, 2004천세학
◾ 전자상거래에서의 번들링 상품으로서의 택배서비스에 관한 분석, 2004천세학
◾ Automated generation of New Knowledge to Support Managerial Decision Making, vol.21(4) No.21(4), 2004천세학
◾ Data mining for financial prediction and trading: application to single and multiple markets, vol.26(2) No.26(2) pp.131~139, 2004천세학
◾ Data Modeling for XML Database Based on Hybrid Data Model, 2004천세학
◾ Impact of Momentum Bias on Forecasting through Data Mining: Case Study for Foreign Exchange Rate, vol.24(1) No.24(1) pp.115~122, 2003천세학
◾ Chaotic Analysis of Predictability versus Knowledge Discovery Techniques: Case Study for Stock Marke, vol.19(5) No.19(5) pp.264~272, 2002천세학
◾ Financial Forecasting through Data Mining: A comparative evaluation of Probabilistic Neural Networks, pp.159~175, 2002천세학
학술대회
경영정보학회
저역서
경영정보시스템
연구프로젝트
◾ 코넥스(Korea New Exchange) 시장에서 ETF 투자전략에 관한 연구, 산학협력단, 2019.09.~2020.08.천세학
◾ 공급사슬망에서의 제조회사의 옴니채널전략: 게임이론과 실증분석을 통한 소매회사의 전략적 대응방안에 관한 연구, 한국연구재단, 2019.07.~2020.06.천세학
◾ 데이터 크기에 따른 k-NN의 예측력 연구, 산학협력단, 2019.03.~2020.02.천세학
[01811] 서울시 노원구 공릉로 232 서울과학기술대학교 100주년기념관 211호 Tel : 02-970-9773, 9774 E-mail: mc@seoultech.ac.kr
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