2024
Temporal dynamics of meta-awareness of mind wandering during lecture viewing: Implications for learning and automated assessment using machine learning.
Babette Bühler, Efe Bozkir, Patricia Goldberg, Hannah Deininger, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers
G Kasneci, E Kasneci
Analyzing Communication Logs in Pair Programming: A Comparison of Human-and LLM-Based Approaches
W Jang, R Hou, H Gao, E Kasneci
CUIfy the XR: An Open-Source Package to Embed LLM-powered Conversational Agents in XR
Kadir Burak Buldu, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Daniel Saad, Sofie Schönborn, Auxane Boch, Enkelejda Kasneci, Efe Bozkir
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs
C Xin, T Motz, A Hartel, E Kasneci
Taking another look at intelligence and personality using an eye-tracking approach
Lisa Bardach, Aki Schumacher, Ulrich Trautwein, Enkelejda Kasneci, Maike Tibus, Franz Wortha, Peter Gerjets, Tobias Appel
Temporal dynamics of meta-awareness of mind wandering during lecture viewing: Implications for learning and automated assessment using machine learning.
Babette Bühler, Efe Bozkir, Patricia Goldberg, Hannah Deininger, Sidney D'Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Can AI grade your essays? A comparative analysis of large language models and teacher ratings in multidimensional essay scoring
Kathrin Seßler, Maurice Fürstenberg, Babette Bühler, Enkelejda Kasneci
Personalized Generative AI in VR for Enhanced Engagement: Eye-Tracking Insights into Cultural Heritage Learning through Neapolitan Pizza Making
Ka Hei Carrie Lau, Sema Sen, Philipp Stark, Efe Bozkir, Enkelejda Kasneci
Can You Tell Real from Fake Face Images? Perception of Computer-Generated Faces by Humans
Efe Bozkir, Clara Riedmiller, Athanassios N Skodras, Gjergji Kasneci, Enkelejda Kasneci
Personalization through adaptivity or adaptability? A meta-analysis on simulation-based learning in higher education
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marco Carminati, Enkelejda Kasneci
Imperceptible Gaze Guidance Through Ocularity in Virtual Reality
Virmarie Maquiling, Li Zhaoping, Enkelejda Kasneci
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images
Virmarie Maquiling, Sean Anthony Byrne, Diederick C. Niehorster, Marco Carminati, Enkelejda Kasneci
Detecting Aware and Unaware Mind Wandering During Lecture Viewing: A Multimodal Machine Learning Approach Using Eye Tracking, Facial Videos and Physiological Data
Babette Bühler, Efe Bozkir, Hannah Deininger, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Wrapped in Anansi's Web: Unweaving the Impacts of Generative-AI Personalization and VR Immersion in Oral Storytelling
KHC Lau, B Yun, S Saruba, E Bozkir, E Kasneci
From Passive Watching to Active Learning: Empowering Proactive Participation in Digital Classrooms with AI Video Assistant
A Bodonhelyi, E Thaqi, S Özdel, E Bozkir, E Kasneci
Lessons learned from a multimodal sensor-based eHealth approach for treating pediatric obsessive-compulsive disorder
Tobias J Renner, Caterina Gawrilow, Annette Conzelmann, Martin A Giese, Enkelejda Kasneci, Walter Swoboda, Johanna Löchner, Wolfgang A Bethge, Heinrich Lautenbacher, Annika Thierfelder, Winfried Ilg, Jonas Primbs, Lennart Seizer, Annika Kristin Alt, Jan Kühnhausen, Karsten Hollmann, Carolin S Klein
Enhancing Student Motivation Through LLM-Powered Learning Environments: A Comparative Study
K Seßler, O Kepir, E Kasneci
DataliVR: Transformation of Data Literacy Education through Virtual Reality with ChatGPT-Powered Enhancements
H Gao, H Huai, S Yildiz-Degirmenci, M Bannert, E Kasneci
Benchmarking Large Language Models for Math Reasoning Tasks
K Seßler, Y Rong, E Gözlüklü, E Kasneci
Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling
Ka Hei Carrie Lau, Efe Bozkir, Hong Gao, Enkelejda Kasneci
Expert gaze as a usability indicator of medical AI decision support systems: a preliminary study
Nora Castner, Lubaina Arsiwala-Scheppach, Sarah Mertens, Joachim Krois, Enkeleda Thaqi, Enkelejda Kasneci, Siegfried Wahl, Falk Schwendicke
NPJ Digital Medicine
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training
Chen Xin, Andreas Hartel, Enkelejda Kasneci
Exploring Learning Interactions in a VR Training on Data Literacy
S Yildiz-Degirmenci, LCJ Pflieger, H Gao, E Kasneci, M Bannert
11th International Conference of EARLI SIG16 Metacognition and Self-Regulated Learning for Research on Learning and Instruction
From the Lab to the Wild: Examining Generalizability of Video-based Mind Wandering Detection
Babette Bühler, Efe Bozkir, Patricia Goldberg, Ömer Sümer, Sidney D’Mello, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
International Journal of Artificial Intelligence in Education 1-35
Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, Enkelejda Kasneci
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications
June 2024 Article No.: 12, Pages 1 - 9
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos
A Transformer-Based Model for the Prediction of Human Gaze Behavior on Videos Authors: Süleyman Özdel, Yao Rong, Berat Mert Albaba, Yen-Ling Kuo, Xi Wang, and Enkelejda Kasneci
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications
June 2024 Article No.: 1, Pages 1 - 6
Exploring Eye Tracking as a Measure for Cognitive Load Detection in VR Locomotion
Hong Gao, Enkelejda Kasneci
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications
June 2024 Article No.: 38, Pages 1 - 3
Using Gaze Transition Entropy to Detect Classroom Discourse in a Virtual Reality Classroom
Philipp Stark, Alexander J. Jung, Jens-Uwe Hahn, Enkelejda Kasneci, and Richard Göllner
ETRA '24: Proceedings of the 2024 Symposium on Eye Tracking Research and Applications
June 2024 Article No.: 23, Pages 1 - 11
The impact of presentation modes on mental rotation processing: a comparative analysis of eye movements and performance
Philipp Stark, Efe Bozkir, Weronika Sójka, Markus Huff, Enkelejda Kasneci & Richard Göllner
Wie funktionieren ChatGPT und Co eigentlich?
Pädagogik (ISSN 0933-422X), Ausgabe 3, Jahr 2024, Seite 11 - 14
Enkelejda Kasneci
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT
Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners
Enkelejda Kasneci, Hong Gao, Suleyman Ozdel, Virmarie Maquiling, Enkeleda Thaqi, Carrie Lau, Yao Rong, Gjergji Kasneci, Efe Bozkir
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features
Yao Rong, David Sheerer, Enkelejda Kasneci
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)
Virmarie Maquiling , Sean Anthony Byrne , Diederick C. Niehorster , Marcus Nyström , Enkelejda Kasneci
Proceedings of the ACM on Computer Graphics and Interactive Techniques Volume 7
Article No.: 26pp 1–16
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking
Proceedings of the ACM on Human-Computer Interaction Volume 8 ETRA
Article No.: 231pp 1–28
Süleyman Özdel, Efe Bozkir, Enkelejda Kasneci
SARA: Smart AI Reading Assistant for Reading Comprehension
Enkeleda Thaqi, Mohamed Mantawy, Enkelejda Kasneci
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-Reported Attention During Video Lecture Learning
B Bühler, E Bozkir, H Deininger, P Gerjets, U Trautwein, E Kasneci
arXiv preprint arXiv:2404.00333
Exploring Communication Dynamics: Eye-tracking Analysis in Pair Programming of Computer Science Education
W Jang, H Gao, T Michaeli, E Kasneci
arXiv preprint arXiv:2403.19560
Mapping Mind Wandering to the ‘Self-Regulated Learning Process, Multimodal Data, and Analysis Grid’: A Systematic Review
B Bühler, T Fütterer, L von Keyserlingk, E Bozkir, E Kasneci, P Gerjets, ...
OSF
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise
Y Rong, P Qian, V Unhelkar, E Kasneci
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21545 …
Gaze-based attention network analysis in a virtual reality classroom
Philipp Stark, Lisa Hasenbein, Enkelejda Kasneci, Richard Göllner
Pretrained Visual Uncertainties
Michael Kirchhof, Mark Collier, Seong Joon Oh, Enkelejda Kasneci
Stepwise Self-Consistent Mathematical Reasoning with Large Language Models
Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy
Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
Anna Bodonhelyi, Efe Bozkir, Shuo Yang, Enkelejda Kasneci, Gjergji Kasneci
Subjects: Human-Computer Interaction (cs.HC)
From Lenses to Living Rooms: A Policy Brief on Eye Tracking in XR Before the Impending Boom
SA Byrne, N Castner, E Bozkir, DC Niehorster, E Kasneci
2024 IEEE International Conference on Artificial Intelligence and eXtended …
Retraction Note: Eye tracking: empirical foundations for a minimal reporting guideline
Enkelejda Kasneci et al.
Retraction Note: Behavior Research Methods (2022) 55:364-416
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients
Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci
AAAI 24
The impact of a usefulness intervention on students’ learning achievement in a virtual biology lesson: An eye-tracking-based approach
Joseph Ferdinand, Hong Gao, Philipp Stark, Efe Bozkir, Jens-Uwe Hahn, Enkelejda Kasneci, Richard Göllner
Are Large Multimodal Foundation Models all we need? On Opportunities and Challenges of these Models in Education.
Stefan Küchemann, Karina E Avila, Yavuz Dinc, Chiara Hortmann, Natalia Revenga, Verena Ruf, Niklas Stausberg, Steffen Steinert, Frank Fischer, Martin Fischer, Enkelejda Kasneci, Gjergji Kasneci, Thomas Kuhr, Gitta Kutyniok, Sarah Malone, Michael Sailer, Albrecht Schmidt10, Matthias Stadler, Jochen Weller, Jochen Kuhn
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education
Arne Bewersdorff, Christian Hartmann, Marie Hornberger, Kathrin Seßler, Maria Bannert, Enkelejda Kasneci, Gjergji Kasneci, Xiaoming Zhai, Claudia Nerdel
Impact of artificial intelligence on dentists’ gaze during caries detection: A randomized controlled trial
Lubaina T Arsiwala-Scheppach, Nora J Castner, Csaba Rohrer, Sarah Mertens, Enkelejda Kasneci, Jose Eduardo Cejudo Grano de Oro, Falk Schwendicke