Haldun Aytug
- Karl F. and Nancy J. Flammer Professor
- Full Professor
Location
- Warrington College of Business
- Information Systems and Operations Management Department
- Stuzin Hall 339
Haldun Aytug is the Karl. F. and Nancy J. Flammer Professor and Academic Unit Head of Information Systems and Operations Management at the University of Florida. His research interests include machine learning, electronic commerce and scheduling. He has received research funding from the National Science Foundation and has published his work in Management Science, Information Systems Research, INFORMS Journal on Computing, and other academic journals. His teaching interests include business objects, data analytics, and machine learning. Haldun earned his PhD in Decision and Information Sciences from the University of Florida in 1993. He is a member of Institute for Operations Research and Management Science and Association for Computing Machinery. He serves on the editorial review boards of Decision Support Systems, Journal of Business Analytics and Journal of Database Management.
Expertise and interest areas
- Data Mining
- Decision Making
- Genetic Algorithms
- Machine Learning
- Scheduling
News
5 ways you can learn about AI and analytics at Warrington – February 15, 2021 – Businesses used to be driven by Excel spreadsheets, but today, the Warrington College of Business is preparing graduates for the future of business with a…
Courses taught
- Business Objects I (ISM6236)
- Data Analysis for Decision Support (ISM6423)
- Managerial Quantitative Analysis II (QMB6756)
- Seminar in Information Systems and Operations Management (QMB7933)
- Special Topics (GEB6930)
Education
- PhD – Decision and Information Sciences, University of Florida, 1993
- BS – Industrial Engineering, Bogazici University, 1988
PhD students advised
- Jaber Qezelbash — 2024 — Current
- Maxim A Terekhov — 2023 — 2025
- Anurag Garg — 2021 — 2022
- Xiang Wan — 2021 — 2022
Professional service
- Associate Editor, Decision Support Systems — 2022 to Present
- Associate Editor, Journal of Business Analytics — 2018 to Present
- Board of Advisors, Workshop on Information Systems and Technologies — 2021 to Present
- Editorial Review Board Member, Decision Support Systems — 2010 to Present
- Conference-Related, POMS International — 2023 to 2024
- Associate Editor, Decision Support Systems — 2014 to 2022
- Vice President, Workshop on Information Technologies and Systems — 2018 to 2021
- Associate Editor, Information Technology and Management — 2014 to 2020
Conference proceeding publications
- Bidding on Keyword Auctions: Advertiser’s Perspective
- Status: Published
- Published Year: 2021
- Authors: Haldun Aytug, Soohyun Cho, Haldun Aytug
Journal article publications
- Telehealth as a Care Delivery Channel for Opioid Use Disorder Treatment.
- Status: Working Paper
- Authors: MD Hasan, Liangfei Qiu, Emre Demirezen, Berkay Akyapi, Haldun Aytug, Xiguang Liu
- When Product Recommendations Fall Short: The Heterogeneous Impact of Product Network Characteristics on Recommender System Performance
- Status: Revision under 2nd Review
- Journal: MIS Quarterly
- Authors: Xiang Wan, Anuj Kumar, Haldun Aytug
- Keyword Auctions: Advertiser's Problem
- Status: Working Paper
- Authors: Soohyun Cho, Haldun Aytug, Anurag Garg
- Sequencing with machine failures driven by a non-homogeneous Poisson process
- Status: Published
- Journal: Naval Research Logistics
- Published Year: 2024
- Authors: Lingjiong Zhu, Anand Paul, Haldun Aytug
- Business Analytics: Emerging Practice and Research Issues in the Healthcare Insurance Industry
- Status: Published
- Journal: Production and Operations Management
- Published Year: 2024
- Authors: Emre Demirezen, Maxim Terekhov, Haldun Aytug
- Study of Health Outcomes in a Technology Enabled Virtual Setting
- Status: Working Paper
- Authors: Haldun Aytug, Haldun Aytug, Haldun Aytug
- Estimating Heterogeneous Treatment Effect in Product Recommendations
- Status: Working Paper
- Authors: Xiang Wan, Anuj Kumar, Haldun Aytug
- Mean throughput rate in restart-upon-failure systems subject to random disruptions
- Status: Published
- Journal: IIE Transactions (Institute of Industrial Engineering)
- Accepted Year: 2021
- Authors: Haldun Aytug, Anand Paul
- Multiobjective optimization challenges in perioperative anesthesia: A review
- Status: Published
- Journal: Surgery
- Accepted Year: 2020
- Authors: Meghan Brennan, Jack Hagan, Chris Giordano, Tyler Loftus, Catherine Price, Haldun Aytug, Patrick Tighe