Aytuğ Onan profile image
Aytuğ Onan Prof. Dr. İZMİR YÜKSEK TEKNOLOJİ ENSTİTÜSÜ
Publication 8 Review 8 CrossRef Cited 11
8 Publication
8 Review
11 CrossRef Cited

Research Fields

Machine Learning Algorithms

Institution

İZMİR YÜKSEK TEKNOLOJİ ENSTİTÜSÜ

Popular Publications

Sentiment Analysis with Deep Learning/Machine Learning Techniques on Amazon Products Review
Authors: Ömer Faruk Göçgün , Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.902674
CITED 8 FAVORITE 1 TOTAL DOWNLOAD COUNT 3784

8

1

3784

Publications

Artificial Intelligence Assisted Decision Support System for Forest Fire Crisis Management in Turkey
Authors: İbrahim Emre Yaraş , Aytuğ Onan
Published: 2025 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1789925
FAVORITE 0 TOTAL DOWNLOAD COUNT 649

0

649

Machine Learning Based Identification of LLM Generated Scientific Research Article Abstracts
Authors: Burcu Baştürk , Aytuğ Onan
Published: 2025 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1730246
FAVORITE 0 TOTAL DOWNLOAD COUNT 263

0

263

Discovering Latent Themes in Heart Disease Article Abstracts: A Topic Modeling Approach
Authors: Burcu Baştürk , Aytuğ Onan
Published: 2025 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2025278007
FAVORITE 0 TOTAL DOWNLOAD COUNT 506

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506

The Use of Large Language Models in Medical Education Question-Answering Systems: Potential, Challenges, and Future Directions
Authors: Pınar Çetin , Aytuğ Onan
Published: 2025 , Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2064

0

2064

Deep Learning-Based Sentiment Analysis on Education During the COVID-19 Pandemic
Authors: Kemal Karga, Mansur Alp Toçoğlu , Aytuğ Onan
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247215
FAVORITE 0 TOTAL DOWNLOAD COUNT 581

0

581

Spatio-Temporal Analysis of Social Media Posts Related to COVID-19 Based on Text Mining Methods
Authors: Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.957020
FAVORITE 0 TOTAL DOWNLOAD COUNT 920

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920

Identification of Socio-economic and Epidemiological Issues from News Texts Based on Text Mining
Authors: Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.957004
FAVORITE 0 TOTAL DOWNLOAD COUNT 690

0

690

Sentiment Analysis with Deep Learning/Machine Learning Techniques on Amazon Products Review
Authors: Ömer Faruk Göçgün , Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.902674
FAVORITE 1 TOTAL DOWNLOAD COUNT 3784

1

3784

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Fen, Matematik ve Bilgisayar Eğitiminde Yenilikler Dergisi
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Editorship
Journal of Artificial Intelligence in Health Sciences
Journal of Artificial Intelligence in Health Sciences
Section Editor
Editorial Board Memberships
Journal of Artificial Intelligence in Health Sciences
Journal of Artificial Intelligence in Health Sciences

Reviews

Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Publications

Deep Learning-Based Sentiment Analysis on Education During the COVID-19 Pandemic
Authors: Kemal Karga, Mansur Alp Toçoğlu , Aytuğ Onan
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247215
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 581

2

0

581

Spatio-Temporal Analysis of Social Media Posts Related to COVID-19 Based on Text Mining Methods
Authors: Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.957020
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 920

1

0

920

Sentiment Analysis with Deep Learning/Machine Learning Techniques on Amazon Products Review
Authors: Ömer Faruk Göçgün , Aytuğ Onan
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.902674
CITED 8 FAVORITE 1 TOTAL DOWNLOAD COUNT 3784

8

1

3784

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.