Aysun Bozanta

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Temporal Difference

Software Requirements

Reinforcement Learning

Top Venues

Expert Syst. J. Knowl. Eng.

Mob. Inf. Syst.

Publications

Aysun Bozanta, Fuad Bayrak, Ayse Basar
Prediction of the 2023 Turkish Presidential Election Results Using Social Media Data. CoRR (2023)
Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Bilgin Kosucu, Ayse Basar
A deep reinforcement learning approach for the meal delivery problem. Knowl. Based Syst. 243 (2022)
Parisa Lak, Aysun Bozanta, Can Kavaklioglu, Mucahit Cevik, Ayse Basar, Martin Petitclerc, Graham J. Wills
A replication study on implicit feedback recommender systems with application to the data visualization recommendation. Expert Syst. J. Knowl. Eng. 39 (4) (2022)
Aysun Bozanta, Sean Berry, Mucahit Cevik, Beste Bulut, Deniz Yigit, Fahrettin F. Gonen, Ayse Basar
Time Series Clustering for Grouping Products Based on Price and Sales Patterns. CoRR (2022)
Aysun Bozanta, Mucahit Cevik, Can Kavaklioglu, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Alper Duranel, Ayse Basar
Courier routing and assignment for food delivery service using reinforcement learning. Comput. Ind. Eng. 164 (2022)
Eray Mert Kavuk, Ayse Tosun, Mucahit Cevik, Aysun Bozanta, Sibel B. Sonuc, Mehmetcan Tutuncu, Bilgin Kosucu, Ayse Basar
Order dispatching for an ultra-fast delivery service via deep reinforcement learning. Appl. Intell. 52 (4) (2022)
Syed Kazmi, Aysun Bozanta, Mucahit Cevik
Time series forecasting for patient arrivals in online health services. CASCON (2021)
Aysun Bozanta, Sabrina Angco, Mucahit Cevik, Ayse Basar
Sentiment Analysis of StockTwits Using Transformer Models. ICMLA (2021)
Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik, Eray Mert Kavuk, Ayse Tosun, Sibel B. Sonuc, Bilgin Kosucu, Ayse Basar
A Deep Reinforcement Learning Approach for the Meal Delivery Problem. CoRR (2021)
Derya Kici, Aysun Bozanta, Mucahit Cevik, Devang Parikh, Ayse Basar
Text classification on software requirements specifications using transformer models. CASCON (2021)
Aysun Bozanta, Birgul Kutlu
HybRecSys: Content-based contextual hybrid venue recommender system. J. Inf. Sci. 45 (2) (2019)
Aysun Bozanta, Birgul Kutlu
Developing a Contextually Personalized Hybrid Recommender System. Mob. Inf. Syst. 2018 (2018)
Birgul Kutlu, Aysun Bozanta, Mustafa Coskun
Usage factors of location-based social applications: the case of Foursquare. Int. J. Web Based Communities 14 (2) (2018)
Aysun Bozanta, Birgul Kutlu, Nuket Nowlan, Shervin Shirmohammadi
Effects of serious games on perceived team cohesiveness in a multi-user virtual environment. Comput. Hum. Behav. 59 (2016)
Aysun Bozanta, Birgul Kutlu, Nuket Nowlan, Shervin Shirmohammadi
Multi User Virtual Environments and Serious Games for Team Building. VS-GAMES (2012)