Hulisi Öğüt, Ph.D.
Email: [email protected]
Github: https://github.com/ogut77
Website: http://hogut.weebly.com/
Phone: +994-50-800-9531
Nationality: Turkish
ACADEMIC DEGREES
Ph.D. in Management Information Systems, May 2006
University of Texas at Dallas, Richardson, TX, USA
Thesis Title: Information Technology Security Risk Management
Supervisors: Srinivasan Raghunathan and Nirup Menon
M.S. in Information Technology and Management, May 2006
University of Texas at Dallas, Richardson, TX, USA
M.A. in Economics, May 2001
Boston University,Boston, USA
B.A. in Economics, May 1999
Bilkent University, Ankara, TURKEY
ACADEMIC EXPERIENCE
· Visiting Scholar of Information Systems, School of Business, ADA University Azerbaijan, August 2021-Present
· Associate Professor, Department of Business Administration, TOBB University of Economics and Technology, April 2014-August 2016
· Assistant Professor, Department of Business Administration, TOBB University of Economics and Technology, January 2009-April 2014
· Lecturer, Department of Business Administration, TOBB University of Economics and Technology, August 2006-December 2008
· Teaching Assistant, School of Management, University of Texas at Dallas, August 2001-May 2006
· Teaching Assistant, Department of Economics, Boston University, August 1999-May 2000
WORK EXPERIENCE
· Data Scientist at VTC Energy- February 2021-July 2021
- Building forecasting models to predict hourly electricity load of firms to minimize electricity punishment cost by utilizing advanced statistical modeling and machine learning techniques. Further information can be found at the product website- https://www.vtcenerji.com/en/v-forecast-en/
- Forecasting electricity production total electricity consumption and electricity price to estimate renewable energy sources support mechanism cost.
- Forecasting Models For Market Clearing Price, System Marginal Price and Energy Surpluses/Deficit in Turkish Electricity Market
- Forecasting electricity generation from solar and wind.
- www.musicara.ml is AI based web application to make karakoke instrumental or to split vocal, music, drums, bass and piano from any song by using Spleeter library. During the development and enhancement of website, I have following experiences
- Deployment of machine learning models with Google Cloud machines using docker containers and use of Python programming at the backend
- Web security (implementation of SSL protocol, use of firewalls and iptables, detection of IP coming from VPN, tor or proxy servers).
- Revenue generation through Buymecoffee and Patreon donation sites.
- Development of Audio mixing player of vocals, music, bass, drums and piano unmixed from any song using JavaScript
- I also involved in various data science projects such as matchmaking website recommendation system, web scraping, face expression prediction and government procurement auctions. You can also check my papers for academic data science projects.
- Custom Design of ERP for Firm’s Needs, Elimination of ERP Software Bugs, Technical Assistant to ERP User and Template Development For Printer Documents (i.e. Waybill, Invoice)
- I wrote the following report or form using Cold Fusion, MS SQL, HTML and JavaScript
-Reports for Product Coming to Reorder Point, Unshipped Orders and Unbilled Sales Report
-Reports for Scheduled Task, Cash Flow, Sales and Payment Calendar Report
COURSES TAUGHT -You can access some of the course materials at https://hogut.weebly.com/courses.html
At ADA University, Azerbaijan
Data Science (https://github.com/ogut77/DataScience )
Management Information System (https://github.com/ogut77/University)
Business Analytics (https://github.com/ogut77/BA)
At TOBB University of Economics and Technology
Production and Service Management, Forecasting Methods, Simulation Modelling, Operation Research
Management Information System, Decision Support Systems, Production and Service Management (MBA),Enterprise Resource Planning using SAP(MBA),Management Information System, Management Information System(MBA)
At University of Texas at Dallas
BA 3351-Introduction to Management Information Systems, BA 4331-Database Fundamental
PUBLISHED PAPERS in SCI/SSCI JOURNALS (My Google Scholar Site: http://scholar.google.com.tr/citations?user=KChZ8PkAAAAJ&hl )
11. Deep Learning Based Electricity Demand Forecasting to Minimize the Cost of Energy Imbalance: A Real Case Application with Some Fortune 500 Companies in Türkiye (with Gurkan Isik and Mustafa Mutlu),Engineering Applications of Artificial Intelligence, 118, 2023,(pdf)
10. Analyzing Conversion Rates in Online Hotel Booking: The Role of Customer Reviews, Recommendations and Rank Order in Search Listings (with Asunur Cezar), International Journal of Contemporary Hospitality Management, 28(4), 2016.(pdf)
9. Do Domestic and International Customers Behave Alike in Online Hotel Booking? (with Asunur Cezar), Journal of Electronic Commerce Research, 15(3), pp. 225–240, 2014.(pdf)
8. The Configuration and Detection Strategies for Information Security Systems, Computers & Mathematics with Applications, 65(9), pp 1234–1253, 2013. (pdf)
7. Factors Affecting Professionals’ Selection in High and Low Value Online Service Procurements, Service Industries Journal, 33(1),133-149, 2013.(pdf)
6. Prediction of Financial Strength Rating: The Case of Turkey (with Mete Doganay, N. Başak Ceylan & Ramazan Aktaş), Economic Modelling, 29(3), pp. 632-640, 2012.(pdf)
5. The Influence of Internet Customer Reviews on the Online Sales and Prices in Hotel Industry (with B.K. Onur Taş), Service Industries Journal, 32(2), pp. 197-214, 2012.(pdf)
4. Cyber Security Risk Management:Public Policy Implications of Correlated Risk, Imperfect Ability to Prove Loss, and Observability of Self-protection (with Srinivasan Raghunathan & Nirup Menon), Risk Analysis, 31(3), pp. 497-512, 2011.(pdf)
3. Detecting Stock-Price Manipulation in an Emerging Market: The Case of Turkey (with Ramazan Aktaş & Mete Doğanay), Expert Systems with Applications, 36(9), pp. 11944–11949, 2009.(pdf)
2. Prediction of Financial Information Manipulation by Using Support Vector Machine and Probabilistic Neural Network( with Ramazan Aktaş, Ali Alp & Mete Doğanay ), Expert Systems with Applications, 36(3), pp. 5419–5423,2009.(pdf)
1. Intrusion Detection Policies for IT Security Breaches (with Hüseyin Cavusoglu & Srinivasan Raghunathan) , INFORMS Journal on Computing, 20(1), pp. 112–123, 2008.(pdf)
REFEREED CONFERENCE & WORKSHOP PAPERS
9. An Empirical Analysis of Demand for Mobile Services in Turkey (with Asunur Cezar and Merve Güven), Proceeding of Annual Conference of the Economic Research Forum, Tunus, March 2015.
8. Environmental Factors Affecting Innovation Strategies of Companies: Consumers’ and Suppliers’ Effect (with Ahu Genis-Gruber), Proceedings of 10th International Strategic Management Conference, Rome-Italy, 725-732,June 2014.
7. The Determinants Of Domestic And International Visitors’ Online Hotel Booking (with Asunur Cezar ), Proceedings of 8th International Strategic Management Conference, pp. 891-897, Barcelona, Spain, 21-23 June 2012.
6. The Factors Affecting Writing Reviews In Hotel Websites(with Asunur Cezar ), Proceedings of 8th International Strategic Management Conference, pp. 899-904, Barcelona, Spain, 21-23 June 2012.
5. The Determinants of Online Hotel Reservation, Proceedings of IADIS e-Commerce (EC 2011) Conference, 2011, Roma, Italy, pp.165-169,July 2011.
4. The Effect of Online Reviews on Hotel Pricing (with Onur Taş), Proceedings of 4th Mediterranean Conference on Information Systems (MCIS ) 2009, pp. 691-698, Athens, Greece, 25-27 September 2009.
3. The Configuration and Waiting Time Policies for Intrusion Detection Systems, Proceedings of 18th Workshop on Information Technology and Systems (WITS ) 2008, Paris, France, pp 182-187, 13-14 December 2008.
2. Cyber Insurance and IT Security Investment: Impact of Interdependent Risk (with Nirup Menon & Srinivasan Raghunathan), Workshop on Economics of Information Security(WEIS) 2005
1. Intrusion Detection Policies for IT Security Breaches ( with Huseyin Cavusoglu & Srinivasan Raghunathan), Proceedings of 15th Workshop on Information Technology and Systems (WITS ) 2003, Seattle,US, pp. 25-30 (Received Best Paper Award among 126 submissions)
PAPERS UNDER REVIEW or WORK in PROGRESS
-Forecasting Models For Market Clearing Price, System Marginal Price and Energy Surpluses/Deficit in Turkish Electricity Market
-Forecasting of Short Term Electricity Loads of Turkish Firms Using Machine Learning Boosting Algorithms( with Mert Ensari & Guray Unsal)
-Forecasting electricity production from renewables, total electricity consumption and electricity price to estimate renewable energy sources support mechanism cost.
-The Impact of Information Technology, Manufacturing Related Technology and Customer and Supplier Relationship on Innovation Effort of Firms (with Ahu Genis-Gruber)- Conference version is available at https://www.sciencedirect.com/science/article/pii/S1877042814050824
-Timing of IT Security Investment (with S. Raghunathan and İsmail Sağlam)-Earlier version is available at https://core.ac.uk/download/pdf/7045175.pdf
REFEREED FOR
Information Systems Research, European Journal of Information Research ,Risk Analysis, Mathematical & Computer Modelling, Electronic Markets, International Journal of Information Technology & Decision Making, Neurocomputing, Cornell Hospitality Quarterly, ACM Transactions on Internet Technology, IEEE Transactions on Dependable and Secure Computing
SOFTWARE SKILLS
Python, R,MS SQL, NoSQL (MongoDB), Big Query, Tableau,Qlik Sense, JavaScript, SAP, Matlab, SAS, Stata, E-views, Minitab, SPSS, Lindo/Lingo, Google Cloud Technologies (App Engine, Compute Engine, Kubernetes Engine, Cloud Run, Cloud Run for Anthos, AutoML)
SCHOLARSHIPS AND ACHIEVED SUCCESS
-2022- Best Teacher Award at ADA University
-2013-Associated Professor in Management Information System field.
-TÜBİTAK Incentive Award for International Scientific Publications for 10 papers published in SSC/SSCI Indexed Journals
-Best Paper Award among 126 submission, 13th Workshop of Information Technologies andSystems, 2003, Seattle,USA.
-2001-2006-University of Texas at Dallas Doctorate Scholarship
-1994-1999 Bilkent University Scholarship and Graduation with 1st Place from Bilkent University Economics Department
-1999-2001- Boston University Master Scholarship
MASTER and SPECIALTY THESIS SUPERVISED
1-Mehmet Hürmeydan –Lean Product Development Processes at Right-Hand Drive Vehicle Project –June 2010
2-Merve Guven- Determining Factors Affecting Market Shares of Mobile Operators in Turkey- 2013
3-Yasemin Şükran Uçar-Factors Affecting Innovations of Companies- 2015
4-Faruk Yıldırım- Clustering as a Tool to Enhance Innovation in Businesses-December 2010
5-Sinan Kılıç- Comparisons of Basic Principles in Web Page Design on Mobile Devices and Computers -March 2015
REFERENCE
Prof.Dr. Srinivasan Raghunathan, Naveen Jindal School of Management, University of Texas at Dallas, USA.
[email protected], +1-972-883-4377
Prof. Dr. Ali Alp, Department of Business Administration, TOBB University of Economics and Technology, Turkey
[email protected], +90-532-732-9970
Prof. Dr. Ramazan Aktaş, Department of Business Administration, TOBB University of Economics and Technology, Turkey
[email protected], +90-532-417-7785