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business insight / creativity / it ADVANTAGES core values

ABOUT ME

Hyo-Jeong Kim, Ph.D. / 김효정 박사
  • 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 Interests in System Analysis and Design, Programming, Web Design and Development, Database Management, Data Analytics, Machine Learning, Artificial Intelligence, and Robotic Process Automation.

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 / 서울산업진흥원 강사

  • 포트폴리오 작성 지도
  • 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
CIS 1010, Fall 2008
Since 2008

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 Interests in Software Use and Training, Cognitive Learning, Cultural Influences, Project Management, Data Analytics, Machine Learning, and Artificial Intelligence

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.

I Love Music, Travel, and Cooking!

Credits:

너는 마음을 다하여 여호와를 신뢰하고 네 명철을 의지하지 말라. 너는 범사에 그를 인정하라 그리하면 네 길을 지도하시리라. 잠언 3장 5-6절