Yayınlar & Eserler

Makaleler 37
Tümü (37)
SCI-E, SSCI, AHCI (16)
SCI-E, SSCI, AHCI, ESCI (24)
ESCI (8)
Scopus (26)
TRDizin (10)
Diğer Yayınlar (6)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 59

1. 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, (Tam Metin Bildiri) identifier

2. 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, (Tam Metin Bildiri) identifier identifier

3. Exploring Temporal Study Patterns in eBook-based Learning

The 28th International Conference on Computers in Education (ICCE 2020), Darwin, Avustralya, 23 - 27 Kasım 2020, (Tam Metin Bildiri) identifier

4. Improving EFL students’ learning achievements and behaviors using a learning analytics-based e-book system

The 28th International Conference on Computers in Education (ICCE 2020), Darwin, Avustralya, 23 - 27 Kasım 2020, (Tam Metin Bildiri) identifier

5. A New Technology Design for Personalized Incidental Vocabulary Learning using Lifelog Image Analysis

The 28th International Conference on Computers in Education (ICCE 2020), Darwin, Avustralya, 23 - 27 Kasım 2020, (Tam Metin Bildiri) identifier

6. 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, (Tam Metin Bildiri) identifier identifier

7. 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, (Tam Metin Bildiri) identifier identifier

8. 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, (Tam Metin Bildiri) identifier identifier

9. Modeling Self-Planning and Promoting Planning Skills in a Data-Rich Context

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

10. Learning Evidence Analytics Framework (LEAF) in Practice: A2I2 based Teacher Adoption Approach

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

11. Identifying Reading Styles from E-book Log Data

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

13. Automatic Vocabulary Study Map Generation by Semantic Context and Learning Material Analysis

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

14. Impacts of a Knowledge Sharing-based e-Book System on Students’ Language Learning Performance and Behaviors

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

15. Measuring Analysis Skill in Data-informed Self-directed Activities

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

16. Developing E-Book Page Ranking Model for Pre-Class Reading Recommendation

27th International Conference on Computers in Education (ICCE2019), TAYVAN, 4 - 06 Aralık 2019, (Tam Metin Bildiri) identifier

18. 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, (Özet Bildiri)

20. 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, (Tam Metin Bildiri) identifier

21. 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, (Tam Metin Bildiri) identifier identifier

22. 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, (Tam Metin Bildiri)

23. Learning Analytics Dashboard Widgets to Author Teaching-Learning Cases for Evidence-based Education

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, Amerika Birleşik Devletleri, 4 - 08 Mart 2019, (Tam Metin Bildiri)

24. Knowledge Map Creation for Modeling Learning Behaviors in Digital Learning Environments

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, 4 - 08 Mart 2019, ss.422-430, (Tam Metin Bildiri)

25. Investigating Subpopulation of Students in Digital Textbook Reading Logs by Clustering

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, Amerika Birleşik Devletleri, 4 - 08 Mart 2019, ss.459-464, (Tam Metin Bildiri)

26. Learning Analytics to Share and Reuse Authentic Learning Experiences in a Seamless Learning Environment

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, Amerika Birleşik Devletleri, 4 - 08 Mart 2019, ss.392-401, (Tam Metin Bildiri)

27. Using Learning Analytics to Detect Off-Task Reading Behaviors in Class

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, Amerika Birleşik Devletleri, 4 - 08 Mart 2019, cilt.465, (Tam Metin Bildiri)

28. LAViEW: Learning Analytics Dashboard Towards Evidence-based Education

9th International Conference on Learning Analytics Knowledge (LAK19), Tempe, Arizona, Amerika Birleşik Devletleri, 4 - 08 Mart 2019, ss.68-73, (Tam Metin Bildiri)

29. 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, (Tam Metin Bildiri) Creative Commons License identifier identifier

30. Student Modeling for Digital Textbook Reader to Increase Engagement

26th International Conference on Computers in Education (ICCE2018), Manila, Filipinler, 26 - 30 Kasım 2018, ss.7-9, (Tam Metin Bildiri)

31. Towards final scores prediction over clickstream using machine learning methods

26th International Conference on Computers in Education, ICCE 2018, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.399-404, (Tam Metin Bildiri) identifier

32. Beyond learning analytics: Framework for technology-enhanced evidence-based education and learning

26th International Conference on Computers in Education, ICCE 2018, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.493-496, (Tam Metin Bildiri) identifier

33. Investigating students' e-book reading patterns with Markov chains

26th International Conference on Computers in Education, ICCE 2018, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.310-315, (Tam Metin Bildiri) identifier

34. Automatic Generation of Contents Models for Digital Learning Materials

26th INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.804-806, (Tam Metin Bildiri) identifier identifier

35. Image Recommendation for Informal Vocabulary Learning in a Context-aware Learning Environment

26th INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.669-674, (Tam Metin Bildiri) identifier identifier

36. GOAL: Supporting Learner's Development of Self-Direction Skills using Health and Learning Data

26th INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.406-415, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier identifier

37. Transferring Learning Footprints Across Versions within E-Book Reader

26th INTERNATIONAL CONFERENCE ON COMPUTERS IN EDUCATION, Metro Manila, Filipinler, 26 - 30 Kasım 2018, ss.346-348, (Tam Metin Bildiri) identifier identifier

38. Educational Data Mining and Learning Analytics

ITTES 2017 - 5th International Instructional Technology Teacher Education Symposium, 11 - 13 Ekim 2017, (Özet Bildiri)

39. Öğrencilerin Video İzleme Örüntülerinin Zaman Serisi Grafikleri ile Analiz Edilmesi

5. Uluslararası Öğretim Teknolojileri ve Öğretmen Eğitimi Sempozyumu (ITTES), İzmir, Türkiye, 11 - 13 Ekim 2017, ss.265, (Özet Bildiri)

40. Başarısız Olma Riski Yüksek Öğrencilere Yönelik Öğrenme Analitiklerine Dayalı Bir Erken Uyarı Modeli Geliştirilmesi

5. Uluslararası Öğretim Teknolojileri ve Öğretmen Eğitimi Sempozyumu (ITTES), İzmir, Türkiye, 11 - 13 Ekim 2017, ss.72, (Özet Bildiri)

41. Eğitsel Veri Madenciliği ve Öğrenme Analitikleri

5. Uluslararası Öğretim Teknolojileri ve Öğretmen Eğitimi Sempozyumu (ITTES), İzmir, Türkiye, 11 - 13 Ekim 2017, ss.32, (Özet Bildiri)

42. 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, (Özet Bildiri)

43. Çevrimiçi Dersler için Video Analitik Aracının Tasarlanması ve Geliştirilmesi

11. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS), Malatya, Türkiye, 24 - 26 Mayıs 2017, ss.497, (Özet Bildiri)

44. Farklı Öğrenme Yaklaşımına Sahip Öğrencilerin Video İzleme Davranışlarının Video Analitik Yöntemi ile İncelenmesi

11. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS), Malatya, Türkiye, 24 - 26 Mayıs 2017, ss.82, (Özet Bildiri)

45. Data collecting tool for an Erasmus project

Contemporary World Challenges for the European Citizen Conference, Cluj, Romanya, 18 Kasım 2016, (Tam Metin Bildiri)

46. Einstein's riddle as a tool for profiling students

13th International Conference on Cognition and Exploratory Learning in Digital Age 2016, CELDA 2016, Mannheim, Almanya, 28 - 30 Ekim 2016, ss.173-180, (Tam Metin Bildiri) identifier

47. PREDICTING STUDENTS' APPROACHES TO LEARNING BASED ON MOODLE LOGS

8th International Conference on Education and New Learning Technologies (EDULEARN), Barcelona, İspanya, 4 - 06 Temmuz 2016, ss.2347-2352, (Tam Metin Bildiri) identifier

48. Profiling Students Approaches to Learning through Moodle Logs

Multidisciplinary Academic Conference on Education, Teaching and Learning (MAC-ETL 2015), Prag, Çek Cumhuriyeti, 4 - 06 Aralık 2015, (Tam Metin Bildiri)

49. 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, (Tam Metin Bildiri) identifier identifier

50. 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, (Tam Metin Bildiri)

51. Eğitsel Veri Madenciliği ve Öğrenme Analitiği

1st International Instructional Technologies Teacher Education Symposium, Trabzon, Türkiye, 26 - 28 Haziran 2013, (Özet Bildiri)

52. Prediction of Perceived Disorientation in Online Learning Environment with Random Forest Regression

The 4th International Conference on Educational Data Mining (EDM 2011), 6 - 08 Temmuz 2011, ss.259-264, (Tam Metin Bildiri) Sürdürülebilir Kalkınma identifier

53. The effect of prior knowledge on learners' navigation structure

IADIS International Conference on Cognition and Exploratory Learning in the Digital Age, CELDA 2010, Timisoara, Romanya, 15 - 17 Ekim 2010, ss.273-276, (Tam Metin Bildiri) identifier

54. Yazılıma Özel Log-Tabanlı Kullanılabilirlik Testi

10th International Educational Technology Conference (IETC), Türkiye, 26 - 28 Nisan 2010, (Tam Metin Bildiri)

55. 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, (Tam Metin Bildiri)

56. 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, (Tam Metin Bildiri)

57. Araştırma Grupları İçin Ortak Çalışma Alanı Olarak Viki Kullanımı

9th International Educational Technology Conference (IETC), Ankara, Türkiye, 6 - 08 Mayıs 2009, ss.176-180, (Tam Metin Bildiri)

58. Measuring author contributions to the Mediawiki

IADIS International Conference WWW/Internet 2009, ICWI 2009, Rome, İtalya, 19 - 22 Kasım 2009, cilt.2, ss.103-107, (Tam Metin Bildiri) identifier

59. Öğrenme Yönetim Sistemleri (ÖYS) ve Yükseköğretimde Uygulamaları

Globalization in education and ICT International Conference, Baku, Azerbaycan, 17 - 19 Mart 2008, (Tam Metin Bildiri)
Kitaplar 8

1. Uncovering Students’ Temporal Quiz-Taking Behavior Patterns Using Sequence Analysis

Assessment Analytics in Education. Advances in Analytics for Learning and Teaching., ŞAHİN MUHİTTİN, IFENTHALER DIRK, Editör, Springer, Cham, ss.19-34, 2024

2. Design and Development of an Intelligent System for Evaluating Students’ Workplace Skills

Artificial Intelligence Education in the Context of Work, Ifenthaler Dirk, Seufert Sabine, Editör, Springer, Cham, ss.155-168, 2022

3. Design and Development of an Intelligent System for Evaluating Students’ Workplace Skills

Artificial Intelligence Education in the Context of Work, Ifenthaler, D., Seufert, S., Editör, Springer, ss.155-168, 2022

4. Veri Madenciliği

Yeni Medyanın Yükselişi, Şimşek, Ali, Editör, Nobel Akademik Yayıncılık, Ankara, ss.45-59, 2022

5. Modül 8: Dönüt, Değerlendirme ve Notlandırma

K-12 Sınıfları İçin Uzaktan Eğitim Başucu Kitabı: Her Ortamda Katılım ve Etki Yaratmak İçin Öğretim, Altun Arif, Aşkar Petek, Editör, Nobel Akademik Yayıncılık, ss.147-166, 2022

6. 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

7. 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

8. Integrating Learning Analytics into Teaching and Learning Processes

VARIOUS ASPECTS OF ICT INTEGRATION IN EDUCATION, Koçak Usluel, Yasemin, Editör, Gazi Kitabevi Tic. Ltd. Şti., Ankara, ss.313-330, 2017
Metrikler

Yayın

104

Yayın (WoS)

36

Yayın (Scopus)

56

Atıf (WoS)

272

H-İndeks (WoS)

8

Atıf (Scopus)

456

H-İndeks (Scopus)

10

Atıf (Scholar)

1185

H-İndeks (Scholar)

17

Atıf (TrDizin)

5

H-İndeks (TrDizin)

1

Proje

12

Açık Erişim

10
BM Sürdürülebilir Kalkınma Amaçları