SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
Designing human-centered learning analytics and artificial intelligence in education solutions: a systematic literature review
Decoding Video Logs: Unveiling Student Engagement Patterns in Lecture Capture Videos
INTERNATIONAL REVIEW OF RESEARCH IN OPEN AND DISTRIBUTED LEARNING
, cilt.25, sa.2, ss.94-113, 2024 (SSCI)



Investigating the effect of prompts on learners’ academic help-seeking behaviours on the basis of learning analytics
A Real-Time Learning Analytics Dashboard for Automatic Detection of Online Learners’ Affective States
An Intelligent Ubiquitous Learning Environment and Analytics on Images for Contextual Factors Analysis
Using learning analytics to develop early-warning system for at-risk students
International Journal of Educational Technology in Higher Education
, cilt.16, sa.1, 2019 (SSCI)



PlumX Metrics

- Citations
- Citation Indexes: 105
- Policy Citations: 2
- Captures
- Readers: 330
- Social Media
- Shares, Likes & Comments: 22
E-book user modelling through learning analytics: the case of learner engagement and reading styles
How automated feedback through text mining changes plagiaristic behavior in online assignments
COMPUTERS & EDUCATION
, cilt.87, ss.123-130, 2015 (SCI-Expanded)


PlumX Metrics

- Citations
- Citation Indexes: 50
- Captures
- Readers: 182
- Social Media
- Shares, Likes & Comments: 88
Hipermetinsel Ortamlarda Önbilgi Düzeylerinin Gezinim ProfilleriÜzerine Etkisi
Egitim Ve Bilim-Education And Science
, cilt.37, ss.143-156, 2012 (SSCI)
Diğer Dergilerde Yayınlanan Makaleler
Identifying Behavioral Patterns in MOOC Video Engagement Using Clustering Approach
Examining Students' Formative Test-Taking Behaviors Using Learning Analytics
Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi
, cilt.14, sa.Özel Sayı, ss.320-331, 2023 (ESCI)


Design and Development of an Interactive Video Player for Supporting Formative Assessment in Online Learning
Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi
, cilt.14, sa.Özel Sayı, ss.332-344, 2023 (ESCI)

Öğrenme analitiği sürecine yönelik modellere genel bir bakış: Kavramsal bir çerçeve önerisi
Açıköğretim Uygulamaları ve Araştırmaları Dergisi
, cilt.9, ss.92-117, 2023 (Hakemli Dergi)
Öğrenme Analitiklerine Dayalı Oyunlaştırılmış Gösterge Paneli Kullanımının Öğrencilerin Çevrimiçi Öğrenme Ortamındaki Bağlılıklarına Etkisi
Developing an early-warning system for spotting at-risk students by using eBook interaction logs
Smart Learning Environments
, cilt.6, 2019 (ESCI)


PlumX Metrics

- Citations
- Citation Indexes: 27
- Captures
- Readers: 119
- Social Media
- Shares, Likes & Comments: 41
Öğrencilerin STEM Eğitimi Tercihlerinin Veri Madenciliği Yaklaşimi ile Tahmin Edilmesi
MoodleMiner: Data Mining Analysis Tool for Moodle Learning Management System
Maintaining reading experience continuity across e-book revisions
Investigating video viewing behaviors of students with different learning approaches using video analytics
Çevrimiçi Dersler için Video Analitik Aracının Tasarlanması ve Geliştirilmesi
Çevrimiçi Öğrenme Ortamındaki Farklı Öğrenci Profillerinin Kümeleme Yöntemi ile Belirlenmesi
Modeling Students Academic Performance Based on Their Interactions with the Online Learning Environment
İşbirlikli Viki Çalışmalarında Öğrenci Katkısının Belirlenmesi için Veriye Dayalı bir Değerlendirme Modeli
Eğitim Bilimleri ve Uygulama Dergisi
, cilt.13, ss.219-238, 2014 (Hakemli Dergi)
Öğrenme ve Değerlendirme Süreçlerinde Web 2.0
Cito Eğitim: Kuram ve Uygulama
, cilt.4, ss.21-28, 2009 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
Discovering the effects of learning analytics dashboard on students' behavioral patterns using differential sequence mining
Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES2022, İtalya, 07 Eylül 2022, cilt.207, ss.3818-3825

Students’ emotion extraction and visualization for engagement detection in online learning
25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Polonya, 8 - 10 Eylül 2021, cilt.2021, ss.3423-3431


Oh! Another Deadline: Cohort Analysis of Learner’s Behaviors in Self-Directed Tasks
IEEE 20th International Conference on Advanced Learning Technologies (ICALT2020), Tartu, Estonya, 6 - 09 Temmuz 2020


The Relationship between Student Performance and Reading Behavior in Open eBook Assessment
IEEE 20th International Conference on Advanced Learning Technologies (ICALT2020), Tartu, Estonya, 6 - 09 Temmuz 2020


Exploring student approaches to learning through sequence analysis of reading logs
Proceedings of the Tenth International Conference on Learning Analytics Knowledge, Frankfurt Germany, 25 - 27 Mart 2020


Exploring the Relationships between Students’xx Engagement and Academic Performance in the Digital Textbook System
27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019
Prototyping an Interactive Dashboard for Word-Picture Association Visualization using Educational Big Data for Facilitating Picture-Assisted Language Learning
7th International Conference on Instructional Technology and Teacher Education (ITTES 2019), Türkiye, 30 Ekim - 01 Kasım 2019
E-Book Data Analysis in the Context of Learning Analytics: The Example of Bookroll
7th International Conference on Instructional Technology and Teacher Education (ITTES 2019), Türkiye, 30 Ekim - 01 Kasım 2019
Effects of Incorporating a Topic-scanning Guiding Mechanism in e-Books on EFL Reading Comprehension, Learning Perceptions, and Reading Behaviors
The Second International Cognitive Cities Conference (IC3 2019), Kyoto, Japonya, 3 - 06 Eylül 2019
Design of a Location-based Word RecommendationSystem based on Association Rule Mining Analysis
The 8th IIAI International Congress on Advanced Applied Informatics, Toyama, Japonya, 7 - 11 Temmuz 2019, ss.250-253

Adaptive support for acquisition of self-direction skills using learning and health data
19th IEEE International Conference on Advanced Learning Technologies, ICALT 2019, Maceio, Brezilya, 15 - 18 Temmuz 2019, ss.54-56


Data-driven Infrastructure for Evidence-based Education and Learning
The 33rd Annual Conference of the Japanese Society for Artificial Intelligence, Japonya, 4 - 07 Haziran 2019
Vocabulary learning support system based on automatic image captioning technology
7th International Conference on Distributed, Ambient and Pervasive Interactions, DAPI 2019, held as part of the 21st International Conference on Human-Computer Interaction, HCI International 2019, Florida, Amerika Birleşik Devletleri, 26 - 31 Temmuz 2019, ss.346-358



The Effects of Different Task Types on Learners’ Video Viewing Behavior
International Symposium, New Issues on Teacher Education Symposium, Gdansk, Polonya, 29 - 31 Ağustos 2017
Data collecting tool for an Erasmus project
Contemporary World Challenges for the European Citizen Conference, Cluj, Romanya, 18 Kasım 2016
Investigating Students' Interaction Profile in an Online Learning Environment with Clustering
14th IEEE International Conference on Advanced Learning Technologies (ICALT) - Advanced Technologies for Supporting Open Access to Formal and Informal Learning, Athens, Yunanistan, 7 - 10 Temmuz 2014, ss.109-111


Mining Wiki Usage Data for Predicting Final Grades of Students
International Academic Conference on Education, Teaching and E-learning (IAC-ETeL 2013), 17 - 18 Ekim 2013, ss.352-357
Eğitsel Veri Madenciliği ve Öğrenme Analitiği
1st International Instructional Technologies Teacher Education Symposium, Trabzon, Türkiye, 26 - 28 Haziran 2013
Yazılıma Özel Log-Tabanlı Kullanılabilirlik Testi
10th International Educational Technology Conference (IETC), Türkiye, 26 - 28 Nisan 2010
Web Sitesi Kullanılabilirlik Sorunlarının ve Ziyaretçi Gezinim Davranışlarının Belirlenmesinde Google Analitik Hizmetinin Kullanımı
3. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS), Trabzon, Türkiye, 7 - 09 Ekim 2009
Çevrimiçi Ortamlarda Kullanıcı Gezinim Davranışlarının Anlaşılabilmesi İçin Veri Toplama ve Analiz Aracı Geliştirilmesi
3. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS), Trabzon, Türkiye, 7 - 09 Ekim 2009
Araştırma Grupları İçin Ortak Çalışma Alanı Olarak Viki Kullanımı
9th International Educational Technology Conference (IETC), Ankara, Türkiye, 6 - 08 Mayıs 2009, ss.176-180
Öğrenme Yönetim Sistemleri (ÖYS) ve Yükseköğretimde Uygulamaları
Globalization in education and ICT International Conference, Baku, Azerbaycan, 17 - 19 Mart 2008
Kitaplar
Eğitsel Verilerde Birliktelik Kuralları Analizi
Eğitsel Veri Madenciliği ve Öğrenme Analitikleri, T. Güyer, H. Yurdugül, S. Yıldırım, Editör, Anı Yayıncılık, Ankara, ss.111-125, 2020
Video Analitikleri: Öğrencilerin Video İzleme Stratejilerinin İncelenmesine İlişkin Bir Uygulama
E-Öğrenmede Videolar Uygulamalar ve Güncel Eğilimler, KOKOÇ, Mehmet ILGAZ, Hale, Editör, Pegem Akademi Yayıncılık, Ankara, ss.181-192, 2020