Efe Bozkir

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Privacy Preserving

Virtual Reality

Machine Learning

Top Venues

Proc. ACM Hum. Comput. Interact.

Publications

Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT. CoRR (2024)
Babette Bühler, Efe Bozkir, Hannah Deininger, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-Reported Attention During Video Lecture Learning. CoRR (2024)
Babette Bühler, Efe Bozkir, Hannah Deininger, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
On Task and in Sync: Examining the Relationship between Gaze Synchrony and Self-reported Attention During Video Lecture Learning. Proc. ACM Hum. Comput. Interact. 8 (ETRA) (2024)
Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy. CUI (2024)
Natalia Menéndez González, Efe Bozkir
Eye-Tracking Devices for Virtual and Augmented Reality Metaverse Environments and Their Compatibility with the European Union General Data Protection Regulation. Digit. Soc. 3 (2) (2024)
Süleyman Özdel, Efe Bozkir, Enkelejda Kasneci
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking. Proc. ACM Hum. Comput. Interact. 8 (ETRA) (2024)
Süleyman Özdel, Efe Bozkir, Enkelejda Kasneci
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking. CoRR (2024)
Anna Bodonhelyi, Efe Bozkir, Shuo Yang, Enkelejda Kasneci, Gjergji Kasneci
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT. CoRR (2024)
Enkelejda Kasneci, Hong Gao, Süleyman Özdel, Virmarie Maquiling, Enkeleda Thaqi, Ka Hei Carrie Lau, Yao Rong, Gjergji Kasneci, Efe Bozkir
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners. CoRR (2024)
Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. AAAI (2024)
Ruikun Hou, Tim Fütterer, Babette Bühler, Efe Bozkir, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Automated Assessment of Encouragement and Warmth in Classrooms Leveraging Multimodal Emotional Features and ChatGPT. AIED (1) (2024)
Efe Bozkir, Süleyman Özdel, Ka Hei Carrie Lau, Mengdi Wang, Hong Gao, Enkelejda Kasneci
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy. CoRR (2024)
Mengdi Wang, Anna Bodonhelyi, Efe Bozkir, Enkelejda Kasneci
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients. CoRR (2024)
Andrea Gallardo, Chris Choy, Jaideep Juneja, Efe Bozkir, Camille Cobb, Lujo Bauer, Lorrie Cranor
Speculative Privacy Concerns about AR Glasses Data Collection. Proc. Priv. Enhancing Technol. 2023 (4) (2023)
Hong Gao, Efe Bozkir, Philipp Stark, Patricia Goldberg, Gerrit Meixner, Enkelejda Kasneci, Richard Göllner
Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models. ISMAR (2023)
Nikolaos Fotopoulos, Clara Riedmiller, Efe Bozkir, Panagiotis Tsinganos, Dimitris Ampeliotis, Gjergji Kasneci, Enkelejda Kasneci, Athanassios Skodras
Could Human Gaze Augment Detectors of Synthetic Images? DSP (2023)
Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci
Exploring Gender Differences in Computational Thinking Learning in a VR Classroom: Developing Machine Learning Models Using Eye-Tracking Data and Explaining the Models. Int. J. Artif. Intell. Educ. 33 (4) (2023)
Babette Bühler, Ruikun Hou, Efe Bozkir, Patricia Goldberg, Peter Gerjets, Ulrich Trautwein, Enkelejda Kasneci
Automated Hand-Raising Detection in Classroom Videos: A View-Invariant and Occlusion-Robust Machine Learning Approach. AIED (2023)
Efe Bozkir, Süleyman Özdel, Mengdi Wang, Brendan David-John, Hong Gao, Kevin R. B. Butler, Eakta Jain, Enkelejda Kasneci
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges. CoRR (2023)
Yao Rong, Nora Castner, Efe Bozkir, Enkelejda Kasneci
User Trust on an Explainable AI-based Medical Diagnosis Support System. CoRR (2022)
Efe Bozkir, Gjergji Kasneci, Sonja Utz, Enkelejda Kasneci
Regressive Saccadic Eye Movements on Fake News. ETRA (2022)
Efe Bozkir
Towards Everyday Virtual Reality through Eye Tracking. CoRR (2022)
Iliana Loi, Angeliki Grammatikaki, Panagiotis Tsinganos, Efe Bozkir, Dimitris Ampeliotis, Konstantinos Moustakas, Enkelejda Kasneci, Athanassios Skodras
Proportional Myoelectric Control in a Virtual Reality Environment. IVMSP (2022)
Hong Gao, Lisa Hasenbein, Efe Bozkir, Richard Göllner, Enkelejda Kasneci
Evaluating the Effects of Virtual Human Animation on Students in an Immersive VR Classroom Using Eye Movements. VRST (2022)
Efe Bozkir, Philipp Stark, Hong Gao, Lisa Hasenbein, Jens-Uwe Hahn, Enkelejda Kasneci, Richard Göllner
Exploiting Object-of-Interest Information to Understand Attention in VR Classrooms. VR (2021)
Wolfgang Fuhl, Efe Bozkir, Enkelejda Kasneci
Reinforcement Learning for the Privacy Preservation and Manipulation of Eye Tracking Data. ICANN (4) (2021)
Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci
Digital Transformations of Classrooms in Virtual Reality. CHI (2021)
Hong Gao, Efe Bozkir, Lisa Hasenbein, Jens-Uwe Hahn, Richard Göllner, Enkelejda Kasneci
Digital Transformations of Classrooms in Virtual Reality. CoRR (2021)
Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework. ETRA Short Papers (2020)
Efe Bozkir, Onur Günlü, Wolfgang Fuhl, Rafael F. Schaefer, Enkelejda Kasneci
Differential Privacy for Eye Tracking with Temporal Correlations. CoRR (2020)
Efe Bozkir, Shahram Eivazi, Mete Akgün, Enkelejda Kasneci
Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts. AIVR (2020)
Onur Günlü, Efe Bozkir, Wolfgang Fuhl, Rafael F. Schaefer, Enkelejda Kasneci
Differential Privacy for Eye Tracking with Temporal Correlations. IACR Cryptol. ePrint Arch. 2020 (2020)
Efe Bozkir, Shahram Eivazi, Mete Akgün, Enkelejda Kasneci
Eye Tracking Data Collection Protocol for VR for Remotely Located Subjects using Blockchain and Smart Contracts. CoRR (2020)
Efe Bozkir, David Geisler, Enkelejda Kasneci
Person Independent, Privacy Preserving, and Real Time Assessment of Cognitive Load using Eye Tracking in a Virtual Reality Setup. VR (2019)
Efe Bozkir, David Geisler, Enkelejda Kasneci
Assessment of Driver Attention during a Safety Critical Situation in VR to Generate VR-based Training. SAP (2019)
Efe Bozkir, Ali Burak Ünal, Mete Akgün, Enkelejda Kasneci, Nico Pfeifer
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework. CoRR (2019)
Wolfgang Fuhl, Efe Bozkir, Benedikt Hosp, Nora Castner, David Geisler, Thiago C. Santini, Enkelejda Kasneci
Encodji: encoding gaze data into emoji space for an amusing scanpath classification approach ;). ETRA (2019)