ABOUT ME
- 컴퓨터사이언스 및 경영정보학 박사 / Ph.D. in Computer Science and Information Systems
- 빅데이터, 인공지능 강사 / 정보시스템 연구가 / 데이터기반 예측전문가
Educational Background
- 콜로라도대학교 컴퓨터사이언스 및 정보시스템 박사 / Ph.D. in Computer Science and Information Systems, University of Colorado, Denver, USA
- 네바다대학교 M.B.A. / Master of Business Administration, University of Nevada, Reno, USA
TEACHING
서울과학기술대학 강사
- 머신러닝 입문 / Introduction to Machine Learning
- 컴퓨팅적 사고 / Computational Thinking
- 경영정보시스템개론 / Management Information Systems
- 지식경영과 비지니스 인텔리젼스 / Knowledge Management and Business Intelligence
- 정보시스템 기획 및 개발 / Management Information System Planning and Development
- 파이썬 프로그래밍 / Data Mining with Python Programming
- 소프트웨어 기획 및 개발 / Software Development and Practice
신한금융, 신세계 I&C 강사
- 업무자동화를 위한 RPA와 AI 이해
- RPA를 이용한 업무자동화 실습
한국경영인증원 강사
- 빅데이터 처리 / 분석
- 소프트웨어 기초역량 빅데이터 분야 / 인공지능 분야
- 디지털핵심실무인재 / 인공지능 시스템구현을 위한 빅데이터의 분석 분야
서울대학교 강사
- 경영정보시스템개론 / Management Information Systems
- 파이썬 웹프로그래밍1 / Web Programming 1 for Entrepreneurship Management
- 파이썬 웹프로그래밍2 / Web Programming 2 for Entrepreneurship Management
한화 S&C 강사
- 빅데이터분석 및 시각화 / Big Data Analysis and Visualization
- 머신러닝, 딥러닝 / Machine Learning and Deep Learning
남플로리다 대학교 교환교수 / Visiting Assistant Professor, University of South Florida Sarasota-Manatee
- 웹개발 / Web Development
- 웹디자인 / Web Design
- 응용통계 및 데이터분석 / Applied Statistics and Data Analysis
- 이산수학 / Discrete Mathematics
- 데이터베이스 시스템 / DB Systems
- 데이터기반 웹사이트 / Data-Driven Web Sites
알칸소 대학교 교환교수 / Visiting Assistant Professor, University of Arkansas Fayetteville
- 시스템분석 및 설계 / Systems Analysis and Design
- 비주얼베이직환경 비지니스 어플리케이션 개발 / Business Application Development in the Visual Basic Environment
덴버대학교 강사 / University of Denver
- 비지니스 모델링 /Analytics III: Business Modeling
- 생산관리 / Survey of Operations Management
- 프로그래밍 / Decision Making with IS: Programming
콜로라도 대학교 강사 / University of Colorado Denver
- 비지니스 문제해결 개론 / Introduction to Business Problem Solving
메트로폴리탄 덴버대학교 강사 / Metropolitan State University of Denver
- 컴퓨터개론 / Introduction to Computers
- 컴퓨터응용시스템 / Computer Applications for Business
PROJECTS
- eLmaps (eLearning maps) project / 미국대학생들의 인지능력 향상을 위한 Web 2.0 소프트웨어 어플리케이션 개발
- CBMS (Colorado Benefit Management Systems) project / 법정, 매스컴, 주정부 등에서 자료수집, 관련인물 인터뷰 및 데이터 분석
- TREC (Text Retrieval Conference) 2006 Genomics Track / 매해 개최되는 의료텍스트마이닝 대회에 제출된 문장들의 관련성 평가
- INIA (Integrated Neuroscience Initiative on Alcoholism) project / 알콜리즘 관련 형질변환쥐의 데이터베이스, 웹어플리케이션 개발
- DPSRS (Denver Public School Retirement System) project / 덴버공립학교와 4개주의 K-12 연금시스템에서 연기된 과잉보상금 분석
- Pre-Admission Counselor project / 미국 고등학생들의 적성검사점수에 따라 전공과 대학을 추천해 주는 전문가 시스템 개발
RESEARCH / 연구
- 소트프웨어채택에서 복잡도가 미치는 영향
- 인공지능, 머신러닝, 딥러닝, 빅데이터
- 인지학습, 이마케팅, 프로젝트관리
Publications / 저널논문
“The Use of Generalized Audit Software by Egyptian External Auditors: The Effect of Audit Software Features”, Journal of Applied Accounting Research, Vol. 17 Issue: 4, pp. 456-478 (2016), Hyo-Jeong Kim, Amr Kotb, Mohamed Khaled Eldaly.
“eLmaps: An Educational Software Application Based on Principles of Cognitive Liguistics and Cognitive Science,” International Journal of Technology, Knowledge and Society, Vol. 8 Issue: 5, pp. 49-64 (2013), Michael Tang, Toan Tran, Hyo-Jeong Kim, Andrew Hund, and Karen Knaus.
“Instructional Materials for Benford’s Law: Conceptual Background and Guided Software Instruction with Supporting Teaching Notes,” A Compendium of Classroom Cases and Tools (C3), Vol. 5, pp. 1-11 (2011), Hyo-Jeong Kim, Michael Mannino, and Robert Nieschwietz.
“Unmet Public Expectation to Government IT Project: Colorado Benefit Management Systems,” International Journal of Public Information Systems, Vol. 6 Issue: 1, pp. 83-109 (2010), Bruce Neumann, James Gerlach, and Hyo-Jeong Kim.
“Information Technology Acceptance in the Internal Audit Profession: Impact of Technology Features and Technology Complexity,” International Journal of Accounting Information Systems, Vol. 10 Issue: 4, pp. 214-228 (2009), Hyo-Jeong Kim, Michael Mannino, and Rob Nieschwietz.
Conference Proceedings / 학술대회
“The Use of Generalized Audit Software by Egyptian External Auditors: The Effect of Conceptual Complexity of Features,” The Eleventh Annual SIG Cognitive Research Workshop, Fort Worth, Taxas, December 13, 2015, Hyo-Jeong Kim, Amr Kotb, and Mohamed Eldaly.
“IT Acceptance in the External Audit Profession- Evidence from an Emerging Market,” 50th British Accounting & Finance Association Annual Congress, London, England, April 14-16, 2014, Hyo-Jeong Kim, Amr Kotb, and Mohamed Eldaly.
“Demonstration of an Analytical Software Feature in Generalized Audit Software: Use of Benford’s Law Software Feature for Fraud Detection Audit Tasks.” 22nd Annual Workshop on Information Technologies and Systems, Orland, Florida, December 15-16, 2012, Hyo-Jeong Kim and Michael Mannino.
“Effect of Software Feature Training on Beliefs, Use, and Performance: Using the Benford’s Law Feature of Generalized Audit Software.” 18th Americas Conference on Information Systems, Seattle, Washington, August 9-11, 2012, Hyo-Jeong Kim, Michael Mannino, and Rob Nieschwietz.
“Development, Design and Assessment of a Web 2.0 Mind Map Software Application for Undergraduate Students with a Pedagogical and Epistemological commentary.” 8th International Conference on Technology, Knowledge and Society, Los Angeles, California: University of California Los Angeles, January 16-18, 2012, Michael Tang, Toan Tran, Hyo-Jeong Kim, and Karen Knaus.
“eLms: Research, Development and Assessment of Cognitive Maps in eLearning Materials to Enhance Critical Thinking.” 4th Annual Sloan-C/MERLOT Emerging Technologies for Online Learning International Symposium, San Jose, California, July 11-13, 2011, Michael Tang, Karen Knaus, David Hyerle, and Hyo-Jeong Kim
“Information Technology Acceptance in the Internal Audit Profession: Impact of Technology Features and Technology Complexity,” 9th International Research Symposium on Accounting Information Systems, Paris, France, December 13, 2008, Hyo-Jeong Kim, Michael Mannino, and Rob Nieschwietz.
Working Papers, Projects in Progress / 진행중인 논문들
“Effect of Software Features on Generalized Audit Software Use: The Moderating Role of Training and Audit Tasks,” Jan 2010 - present, with Michael Manino, Bruce Neumann.
“Effect of Preprocessing and Support Vector Machine Kernel Functions on Predictive Accuracy: Using Ovarian Cancer Dataset,” August 2011 – present.
“Effect of Telepresence on Customer Responses in Online Advertising: The Moderating Role of Individualism and Collectivism,” February 2011 – present.
Credits:
너는 마음을 다하여 여호와를 신뢰하고 네 명철을 의지하지 말라. 너는 범사에 그를 인정하라 그리하면 네 길을 지도하시리라. 잠언 3장 5-6절