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Şule Öztürk Birim

Observed names: Birim, Sule Ozturk, Sule Birim, Sule BİRİM, Sule Ozturk Birim, Sule Öztürk-Birim, Şule Birim, Şule ÖZTÜRK BİRİM, Şule Öztürk-Birim
Observed institution: Manisa Celal Bayar University
ORCID: 0000-0001-7544-8588
Observed ORCID: 0000-0001-7544-8588
OpenAlex ID: A5061205631
The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods
2022 · Sule Birim, Ipek Kazancoglu, et al. · Annals of Operations Research · 80
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Detecting fake reviews through topic modelling
2022 · Şule Öztürk Birim, Ipek Kazancoglu, et al. · Journal of Business Research · 64
Vehicle Routing Problem with Cross Docking: A Simulated Annealing Approach
2016 · Şule Birim · Procedia - Social and Behavioral Sciences · 48
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Evaluating Vendor Managed Inventory Systems: How Incentives Can Benefit Supply Chain Partners
2017 · Sule BİRİM, Cigdem SOFYALIOGLU · Journal of Business Economics and Management · 21
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Estimating Return Rate of Blockchain Financial Product by ANFIS-PSO Method
2022 · Şule Öztürk Birim, Filiz Erataş Sönmez, et al. · Lecture notes in networks and systems · 10
Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional Analysis
2025 · Cristian Cosentino, Merve Gündüz-Cüre, et al. · Lecture notes in computer science · 6
Multistakeholder Disaster Insights From Social Media Using Large Language Models
2025 · Loris Belcastro, Cristian Cosentino, et al. · IEEE Transactions on Computational Social Systems · 6
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Product Insights from Customer-Generated Data Using Topic Modeling with BERTopic and Sentiment Analysis with XLM-T: An Experiment on Turkish Reviews
2024 · Şule Öztürk Birim · Research Square · 6
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Transfer Learning Application for an Electronic Waste Image Classification System
2024 · Şule Öztürk-Birim, Merve Gündüz-Cüre · Springer eBooks · 6
Modeling and Forecasting Turkey’s Electricity Consumption by using Artificial Neural Network
2016 · Şule Öztürk Birim, Ayça Tümtürk · American Scientific Research Journal for Engineering, Technology, and Sciences · 6
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Decoding customer satisfaction in Michelin Green Star restaurants: BERTopic modelling and sentiment analysis
2025 · Şule Öztürk Birim, Ipek Kazancoglu · British Food Journal · 5
Exchange Rate Prediction Under Data Volatility: A Comparison Of Deep Learning Techniques
2026 · Filiz Erataş Sönmez, Şule Öztürk Birim · Journal of Metaverse · 4
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Social Sentiment Analysis for Prediction of Cryptocurrency Prices Using Neuro-Fuzzy Techniques
2022 · Şule Öztürk Birim, Filiz Erataş Sönmez · Lecture notes in networks and systems · 4
Interpreting User Opinions: A Multidimensional Approach Leveraging Explainable AI and Generative Models
2026 · Cristian Cosentino, Merve Gunduz Cure, et al. · Machine Learning · 3
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Generative AI for Managerial Decision-Making under Ambiguity and Sycophancy
2026 · Birim, Sule Ozturk, Marozzo, Fabrizio, et al. · arXiv (Cornell University) · 3
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Topic Modeling Analysis of Central Bank Inflation Reports with BERTopic
2025 · Şule Öztürk Birim, Merve Gündüz Cüre · Celal Bayar Üniversitesi Sosyal Bilimler Dergisi · 3
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From Reviews to Results: Generative AI for Review-Driven Product and Service Comparisons
2025 · Cristian Cosentino, Merve Gündüz Cüre, et al. · Lecture notes in computer science · 2
Moda Görseli Sınıflandırma: Düzenleyici Teknikler ile Evrişimsel Sinir Ağları Uygulaması
2022 · Şule ÖZTÜRK BİRİM · Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi · 1
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Beyond Prediction: Using Explainable AI to Uncover the Drivers of Customer Ratings with SHAP and Review Topics
2026 · Sule Ozturk Birim, Ipek Kazancoglu, et al. · International Journal of Mathematical Engineering and Management Sciences
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A Novel Algorithmic Similarity Measure for Collaborative Filtering: A Recommendation System Based on Rating Distances
2022 · Şule ÖZTÜRK BİRİM, Ayça TÜMTÜRK · Academic Platform Journal of Engineering and Smart Systems
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Deep AutoEncoders in Recommender Systems: An Application about Internet of Things Service Recommendation
2021 · Sule BİRİM · Bilişim Teknolojileri Dergisi
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Analysis and Evaluation of the Sustainable Protection and Controlled Usage Environments With the Support of Gis Using T-test: Case Study of Çesme, Izmir, Turkey
2020 · Şule Birim, Funda Ankaya · International Journal of Ecosystems and Ecology Science (IJEES)
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Works count: 23
Citation count: 278
H-index: 6
I10-index: 5
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