Publications & Works

Articles Published in Other Journals

Prediction of Fuel Tankering in Aviation Industry with Machine Learning Algorithms

Havacılık ve Uzay Teknolojileri Dergisi, vol.14, no.1, pp.19-34, 2021 (National Refreed University Journal)

Asking the Right Questions to Nominate A Student as Gifted and Talented: A Machine Learning Approach

International Journal of Informatics Technologies, vol.13, no.4, pp.385-400, 2020 (National Refreed University Journal)

Otel Rezervasyon İptallerinin Makine Öğrenmesi Yöntemleri ile Tahmin Edilmesi

Veri Bilimi, vol.1, no.1, pp.7-14, 2018 (National Refreed University Journal) Sustainable Development

A Case Study on Improving E-Learning Services Using Google Analytics in Turkey

INTERNATIONAL JOURNAL OF E-ADOPTION, vol.9, no.1, pp.26-37, 2017 (Journal Indexed in ESCI) identifier

Assessing E-Learning Readiness of Instructors in Turkey

Istanbul Journal of Innovation in Education, vol.1, no.3, pp.13-28, 2015 (National Refreed University Journal)

Comparison for On-line and F2F Education Methods in Teaching Computer Programming

World Journal on Educational, vol.5, no.2, pp.291-300, 2013 (Refereed Journals of Other Institutions) Creative Commons License Sustainable Development

Teaching computer programming online or face to face: a quantitative study

Global Journal on Technology, , vol.1, pp.1093-1099, 2012 (Refereed Journals of Other Institutions) Creative Commons License

Fibonacci Spiral in Sunflower with Geogebra

Journal Of Education and Instructional Studies In The World, vol.25, no.2, pp.190-201, 2012 (Refereed Journals of Other Institutions) Sustainable Development

Cloud Computing And Some Scenarios For Its Application In Universities

European Researcher, vol.30, no.9, pp.1515-1526, 2012 (Refereed Journals of Other Institutions)

Refereed Congress / Symposium Publications in Proceedings

A Research on Blockchain and Cryptocurrencies

1st International Symposium on Graduate Research in Science, İstanbul, Turkey, 4 - 06 October 2018

Otel Rezervasyon İptallerinin Makine Öğrenmesi Teknikleriyle Tahmin Edilmesi

International Conference on Data Science and Applications (ICONDATA) 2018, Yalova, Turkey, 4 - 07 October 2018

Metin Madenciliği ile Türkçe Bir Dergi Öneri Sisteminin Geliştirilmesi

XX. Akademik Bilişim Konferansı, Karabük, Turkey, 31 January - 02 February 2018, pp.11

Twitter Data Analysis in Automotive Sector: Tips for Driving Faster in Market

4th International Management Information Systems Conference, İstanbul, Turkey, 17 - 20 October 2017, pp.57

Developing Web Based Decision Support System for Customer Relationship Management (CRM) Software Selection

4th International Management Information Systems Conference, İstanbul, Turkey, 17 - 20 October 2017, pp.183

Asking Right Questions for Identification of Gifted and Talented Student Candidates: A Machine Learning Approach

The International Educational Technology Conference (IETC) 2017, Massachusetts, United States Of America, 16 - 18 August 2017, vol.2, pp.272

Predicting E-Learning Readiness of Learners with Data Mining Techniques

The International Educational Technology Conference (IETC) 2017, Massachusetts, United States Of America, 16 - 18 August 2017

Awareness of Electronıc Waste (E-Waste) in Turkey

6th International Symposium on Energy from Biomass and Waste, Venedik, Italy, 14 - 17 November 2016, pp.1-13

A Case Study on Improving E-Learning Services Using Google Analytics in Turkey

6th International Conference on "Innovations in Learning for the Future" 2016: Next Generation, İstanbul, Turkey, 24 - 26 October 2016, pp.73

OLDER AGE IS RELATED WITH HIGHER POCP IN ADULT PATIENT POPULATION IN TURKEY-PRELIMINARY REPORT

16th World Congress of Anaesthesiologists (WCA), Hong Kong, PEOPLES R CHINA, 28 August - 02 September 2016, vol.123, pp.367 identifier

Aspects of Students about Information Technology Courses in Social Science

International Educational Technology Conference IETC, Illinois, United States Of America, 3 - 05 September 2014, vol.176, pp.148-154 identifier

Assessing E-Learning Readiness Of Instructors In Turkey

5th International Future-Learning Conference on Innovations in Learning for the Future 2014: e-Learning, İstanbul, Turkey, 5 - 07 May 2014, pp.1-8

Assessing E learning Readiness of Learners in Turkey

5th International Future-Learning Conference on Innovations in Learning for the Future 2014: e-Learning, İstanbul, Turkey, 5 - 07 May 2014, pp.9

Bilgi Ekonomisi Üzerine Bir Çalışma

XVI. Akademik Bilişim Konferansı, Mersin, Turkey, 5 - 07 February 2014, pp.239-245

Kalp Hastalarının Sağlık Bilgisine Erişmede İnternet Kullanımı

XVIII. Türkiye'de İnternet Konferansı, İstanbul, Turkey, 9 - 11 December 2013, pp.165-169

Introduction to Infonomics

International Congress on Studies "in Frame of Informatics" : Infonomics, İstanbul, Turkey, 14 November 2013, pp.21

Kamu Kurumlarında Elektronik İmza Hakkında Karşılaştırmalı Bir Çalışma

6th International Conference on Information Security and Cryptology, Ankara, Turkey, 20 - 21 September 2013, pp.111-115

E-Üniversite'ye Yolculuk

XV. Akademik Bilişim Konferansı, Antalya, Turkey, 23 - 25 January 2013, pp.355-360

Examination of LMS Logs in Academic Education Platforms: A Case Study

4th International Future Learning Conference on Innovations in Learning for the Future: e-Learning, Turkey, 1 - 04 November 2012, pp.280-299

Fibonacci Spiral in Sunflower With Geogebra

3rd International Conference on New Trends in Education and Their Implications, Antalya, Turkey, 26 - 28 April 2012, pp.2211-2223

Akademisyenler İçin Kişisel Web Sitesi Hazırlama Sistemi

Akademik Bilişim’11 - XIII. Akademik Bilişim Konferansı Bildirileri, Malatya, Turkey, pp.605-610

Kaynak Kod Benzerliği ve Klon Kod Tespit Araçları

Akademik Bilişim’12 - XIV. Akademik Bilişim Konferansı, Uşak, Turkey, 1 - 03 February 2012, pp.311-318

Books & Book Chapters

Blockchain Application in the Covid Era

in: Interdisciplinary Perspectives on the Threat and Impact of Pandemics, Şahver Ömeraki Çekirdekçi,Özlem İngün Karkış,Suna Gönültaş, Editor, IGI Global Publishing, New York, pp.1, 2022

Güncel Bilişim Teknolojileri

in: Tıp Bilişimi, Nilgün Bozbuğa,Sevinç Gülseçen, Editor, Istanbul University, İstanbul, pp.335-349, 2021 Creative Commons License

Big Data in Education: a Case Study On Predicting E-learning Readiness of Learners With Data Mining Techniques

in: Who Runs the World: Data, Sevinç Gülseçen,Emre Akadal,Sushil K. Sharma, Editor, Istanbul University Press, İstanbul, pp.145-163, 2020 Sustainable Development

İşletme Enformatiğine Giriş

Çağlayan Yayınevi, İstanbul, 2019

Dengesiz Veriden Öğrenme: Üstün Zekalı ve Yetenekli Öğrencilerin Sınıflandırılması

in: Veri Madenciliği ve Makine Öğrenmesi Temel Kavramlar, Algoritmalar, Uygulamalar, Balaban M.E, Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.349-389, 2019

Tek-Sınıflı Sınıflandırıcı Modeliyle Tuş Vuruş Tabanlı Kimlik Doğrulama

in: Veri Madenciliği ve Makine Öğrenmesi Temel Kavramlar, Algoritmalar, Uygulamalar, Balaban M.E, Kartal E., Editor, Çağlayan Kitabevi, İstanbul, pp.289-320, 2019

Endüstri 4.0 Sürecinde İşletmeleri Bekleyen Fırsatlar ve Zorluklar

in: Dijital Dönüşüm Trendleri, Bayrak Meydanoğlu E.S., Klein M., Kurt D., Editor, Filiz Kitabevi, İstanbul, pp.101-119, 2019

Otomotiv Sektöründe Twitter Veri Analizi: Pazarda Daha önde Olabilmek İçin İpuçları

in: Yönetim Bilişim Sistemlerinde Gündem, Gülseçen S., Selçukcan Erol Ç., Ayvaz Reis Z., Gezer M., Editor, Çağlayan Kitabevi, İstanbul, pp.49-61, 2018

CRM Yazılımı Seçiminde Kullanılmak Üzere Web Tabanlı Bir Karar Destek Sisteminin Geliştirilmesi

in: Yönetim Bilişim Sistemlerinde Gündem, Gülseçen S., Selçukcan Erol Ç., Ayvaz Reis Z., Gezer M., Editor, Çağlayan Kitabevi, İstanbul, pp.177-187, 2018

Analysis of a Learning Management System by Using Google Analytics: A Case Study From Turkey

in: Technology Management in Organizational and Societal Contexts, Borchers A., Editor, Igı Global Publications, 10.4018/978-1-5225-5279-6.Ch009, pp.198-220, 2018

Dengesiz Veri Setlerinde Sınıflandırma

in: Mühendislikte Yapay Zeka ve Uygulamaları, Torkul O., Gülseçen S., Uyaroğlu Y., Çağıl G. ve Uçar M. K., Editor, Sakarya Üniversitesi Kütüphanesi Yayınevi, Sakarya, pp.109-131, 2017

Yapay Zekâ ve Yapay Sinir Ağları

in: Bilgisayar Bilimine Giriş, Çölkesen T. R., Aliefendioğlu O., Editor, Papatya Bilim Kitabevi, İstanbul, pp.523-558, 2017

Eğitimde Büyük Veri

in: Eğitim Teknolojileri Okumaları 2017, Odabaşı H. F., Akkoyunlu B., İşman A., Editor, Tojet, Sakarya, pp.106-118, 2017

An Artificial Neural Network Approach To Predict Software Project Effort: One-Class vs. Binary Classification

in: Smart Technology & Smart Management Akıllı Teknoloji & Akıllı Yönetim, Tecim V., Tarhan Ç., Can A., Editor, Dokuz Eylül Yayınları, İzmir, pp.206-216, 2016

Tuş Vuruş Dinamikleri Tabanlı Kimlik Doğrulama Sistemlerinde Çok-Katmanlı İleri Beslemeli Yapay Sinir Ağı Sınıflandırıcılarının Karşılaştırılması

in: Smart Technology & Smart Management Akıllı Teknoloji & Akıllı Yönetim, Tecim V., Tarhan Ç., Can A., Editor, Dokuz Eylül Yayınları, İzmir, pp.228-241, 2016 Sustainable Development

R ile Geri Yayılım Yapay Sinir Ağı Algoritması Kullanarak Bir Sınıflandırma Uygulaması

in: R ile Veri Madenciliği Uygulamaları, BALABAN M.E,KARTAL E., Editor, Çağlayan Kitabevi, İstanbul, pp.73-100, 2016

Other Publications