Hsien-ming Chou

ac1mra@r.postjobfree.com

Baltimore, MD 21229

EDUCATION

University of Maryland, Baltimore County Baltimore, MD Ph.D. in Information Systems May 2017

Dissertation – Context-aware Call Management for Mobile Phones University of Maryland, Baltimore County Baltimore, MD M.S. in Information Systems Dec 2011

National Chengchi University Taipei, Taiwan

M.S. in Industrial Relations Jun 1997

National Chengchi University Taipei, Taiwan

B.A. in Business Administration Jun 1995

WORK / RESEARCH INTEREST

Context-aware Computing for Mobile Phones

My work / research interest is to develop a mobile context-aware system that incorporates diverse context factors and leverages machine learning algorithms to solve practical issues (e.g., mobile interruption and CO detector risk factor) and improve the effectiveness and user satisfaction with the system.

Technical skills: Bootstrap Frontend Web Development (HTML5, CSS3, jQuery, and JavaScript), MySQL, JAVA

Reference: Context-aware Call Management for Mobile Phones Big Data / Machine Learning

Machine learning algorithms such as SVMs could be used to create predictive classification models and identify relevant context factors to the target factor for dynamically detecting context-aware data.

Technical skills: use Excel and Python (Numpy and Pandas) to generate structured data; use WEKA for predictive models (accuracy rate); find out significant effects with SPSS for regression and ANOVA statistics

IoT (Internet of Things) Applications

Collect IoT data and create predictive models

Technical skills: Bootstrap Frontend Web Development (HTML5, CSS3, jQuery, and JavaScript), MySQL, JAVA, SVMs, Excel, Python, SPSS, WEKA Software WORK EXPERIENCE

ISON INFOTECH INC. Taipei, Taiwan

Data Analysis for IoT (Internet of Things)

o Collect IoT data and create predictive models

o Technical skills: Bootstrap Frontend Web Development

(HTML5, CSS3, jQuery, and JavaScript), MySQL,

JAVA, SVMs, Excel, Python, SPSS, WEKA Software

Jan 2015 - Feb 2017

University of Maryland, Baltimore County Baltimore, MD

Instructor / Teaching Assistant – Department of Information Systems

Aug 2010 - Jun 2015

o IS247 Computer Programming

o IS295 Intermediate Business Applications

o IS669 Project Management Operations

Research Assistant – Department of Information Systems o National Science Foundation (NSF), USA

o Project Title: Toward a User-centered, Inclusive, and Personalized Approach to Mobile Web Adaptation

o Duties included improving the effectiveness and

accessibility of web browsing on mobile devices,

creating project management systems, and developing the tree-view database with MySQL

Sep 2012 - Jun 2013

University of Oklahoma Norman, OK

Research Assistant – Department of Industrial Engineering o Web Development for IE Department

Sep 2008 - Dec 2009

GJUN PCSCHOOL Taoyuan, Taiwan

Computer Lecturer

o Java Programming (SCJP), MS SQL, and MS Office

Feb 2006 - Jun 2008

BENQ & CPT INC. Taoyuan, Taiwan

Web Developer & Data Analyst

o HR Systems & Talent Mining

Feb 2000 - Jan 2006

Republic of China Marine Corps Kaohsiung, Taiwan

Second Lieutenant Sep 1997 - Aug 1999

PUBLICATIONS

Jianwei Lai, Peng He, Hsien-Ming Chou, and Lina Zhou, Impact of National Culture on Online Consumer Review Behavior, Global Journal of Business Research, 2013, pp.109-115.

Dongsong Zhang, Hsien-Ming Chou (first co-author), and Lina Zhou, Hype or Ready for Prime Time? Speech Recognition on Mobile Handheld Devices (MASR), International Journal of Handheld Computing Research (IJHCR), 2012, pp. 1-31.

Hsien-Ming Chou and Lina Zhou, A Game Theory Approach to Deception Strategy in Computer Mediated Communication, Washington D.C., IEEE International Conference on Intelligence and Security Informatics, 2012, pp. 7-11.

Dongsong Zhang, Hsien-Ming Chou, and Lina Zhou, Speech Recognition for Mobile Web, Taiwan Taipei, ATISR International Conference on Applied and Theoretical Information Systems Research, 2012, 1-11.

Peng He, Jianwei Lai, Hsien-Ming Chou and Lina Zhou, A Cross-Cultural Comparison of Online Customer Reviews, Proceedings of the 2012 Global Conference on Business and Finance (GCBF) – Honolulu, Hawaii, USA. TECHNICAL SKILLS

Bootstrap Frontend Web Development (HTML5, CSS3, jQuery, and JavaScript) at National Taiwan University Training Pass, 2016

SAS Base Programming exam for SAS 9 (SAS Global Certification) Pass, 2013

Certified Information Systems Security Professional (CISSP) Training Pass, 2004

Oracle 9i: SQL, High Score (53/57 items) Pass, 2003

Sun Certified Web Component Developer (SCWCD) Pass, 2003

Sun Certified Java Programmer (SCJP) Pass, 2002

Contact this candidate