Aysun Bozantaمشاهده پروفایل
استادیار
Aysun Bozanta is an Assistant Professor at Bogazici University, specializing in data-driven research with applications in reinforcement learning, NLP, and social network analytics. She holds a Ph.D. in Management Information Systems from Bogazici University and completed postdoctoral research at Toronto Metropolitan University's Data Science Lab. Education Undergraduate: Işık University, Mathematical Engineering, MIS (DM) M.A.: Boğaziçi University, MIS Ph.D.: Boğaziçi University, MIS Postdoc: Toronto Metropolitan University - Data Science Lab Research Focus Her work bridges machine learning and real-world problems, with emphasis on: reinforcement learning for logistics (food delivery, courier routing), NLP (sentiment analysis, LLM evaluation), and social media analytics (misinformation, public policy responses). Epidemiologic modeling of COVID-19 interventions and recommender systems are additional key areas. Publication Trends Recent articles (2021-2025) reveal a strong focus on applied AI: reinforcement learning optimizes delivery systems; NLP research evaluates Turkish language models and classifies software requirements; COVID-19 studies model policy impacts; and social media analyses explore misinformation propagation. Transformer architectures and replication studies feature prominently. Awards & Recognition Best Paper Award at CASCON'21 for transformer-based requirements classification TUBITAK Post-Doctoral Research Fellowship (2019-Present) Projects & Collaboration Toronto Metropolitan University Project: "Intraday Trading Data Analytics with Financial News from Twitter" (2019-Present, TUBITAK-funded) Toronto Metropolitan University Project: "Getir-Courier Assignment by Reinforcement Learning" (2019-2020) Erasmus+ Project: "Online Vocational Education Platform" (2017-2019) Boğaziçi University Project: "Industry 4.0 Standardization Roadmap for Turkey" (2017-2019) Boğaziçi University Project: "Context-Aware Location Recommender System" (2016-2019) Labs & Teams Affiliated with Toronto Metropolitan University's Data Science Lab during postdoctoral work, focusing on reinforcement learning and NLP projects.





