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Dominik Bittner

Observed name: Bittner, Dominik
ORCID: 0000-0001-6583-6288
Observed ORCID: 0000-0001-6583-6288
OpenAlex ID: A5046665827
Systematic Literature Review for the Use of AI Based Techniques in Adaptive Learning Management Systems
2023 · Vamsi Krishna Nadimpalli, Florian Hauser, et al. · European Conference on Software Engineering Education (ECSEE) · 24
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Towards Eye Tracking based Learning Style Identification
2023 · Dominik Bittner, Florian Hauser, et al. · European Conference on Software Engineering Education (ECSEE) · 15
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Ethical Considerations of AI in Education: A Case Study Based on Pythia Learning Enhancement System
2025 · Simon Röhrl, Susanne Staufer, et al. · IEEE Access · 8
Learning Elements in Online Learning Management Systems
2023 · Susanne Staufer, Florian Hauser, et al. · ICERI proceedings · 7
Dynamics of methane flux in permafrost-affected wetlands: A meta-analysis of permafrost continuity effects and hydrological controls
2025 · Heyu Chen, Dominik Bittner, et al. · Environmental Pollution · 6
Towards Personalized Learning Paths in Adaptive Learning Management Systems: Bayesian Modelling of Psychological Theories
2023 · Vamsi Krishna Nadimpalli, Flemmimg Bugert, et al. · ICERI proceedings · 6
Uncovering Learning Styles through Eye Tracking and Artificial Intelligence
2024 · Dominik Bittner, Vamsi Krishna Nadimpalli, et al. · ACM Symposium on Eye Tracking Research and Applications (ETRA) · 5
Tyche Algorithm: Markov Models for Generating Learning Paths in Learning Management Systems
2024 · Susanne Staufer, Flemming Bugert, et al. · INTED proceedings · 5
Pythia - Ai Suggested Individual Learning Paths for Every Student
2024 · Simon Röhrl, Susanne Staufer, et al. · INTED proceedings · 5
Ariadne's Thread for Unravelling Learning Paths: Identifying Learning Styles via Hidden Markov Models
2024 · Flemming Bugert, Susanne Staufer, et al. · IEEE Global Engineering Education Conference (EDUCON) · 4
Interactive Smart Mirror
2017 · Martens, Benedikt, Bittner, Dominik, et al. · Gesellschaft für Informatik (GI) · 4
Assessing the impact of nature-based solutions on soil health in sub-Saharan Africa through farmer-centred methods
2026 · Dominik Bittner, Jo Smith, et al. · Environmental Research Letters · 3
Unveiling the Secrets of Learning Styles: Decoding Eye Movements Via Machine Learning
2023 · Dominik Bittner, Timur Ezer, et al. · ICERI proceedings · 3
Probabilistic Machine Learning for Simulating Complex Learner Profiles
2024 · Vamsi Krishna Nadimpalli, Flemming Bugert, et al. · International Conference on Information Technology Based Higher Education and Training (ITHET) · 2
Deep Learning for Eye Movement Classification
2024 · Timur Ezer, Moritz Plößl, et al. · ICERI proceedings · 2
Evaluation of the Learning Management System Pythia
2024 · Susanne Staufer, Florian Hauser, et al. · EDULEARN proceedings · 2
Chen et al. (2026) Peatland greenhouse gas flux database (peat-only subset)
2026 · Chen, Heyu, Yotmaw, Jirateep, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
Low-cost and labour-efficient innovations in household recycling of organic wastes for soil improvement
2026 · Jo Smith, Umme Aminun Naher, et al. · Environmental Research Communications · 1
ML based Evaluation Methodology for Learning Path Recommender Systems
2025 · Flemming Bugert, Vamsi Krishna Nadimpalli, et al. · European Conference on Software Engineering Education (ECSEE) · 1
Eye Movement Modelling Examples on Usability Heuristics
2025 · Dominik Bittner, Florian Hauser, et al. · European Conference on Software Engineering Education (ECSEE) · 1
Predicting Learner Characteristics Using Machine Learning
2024 · Vamsi Krishna Nadimpalli, Susanne Staufer, et al. · ICERI proceedings · 1
Learning Elements in Lms - a Survey Among Students
2024 · Susanne Staufer, Florian Hauser, et al. · INTED proceedings · 1
Towards Learning Style Prediction based on Personality
2023 · Flemming Bugert, Lisa Grabinger, et al. · European Conference on Software Engineering Education (ECSEE) · 1
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SEMFIRE forest dataset for semantic segmentation and data augmentation
2021 · Bittner, Dominik, Andrada, Maria Eduarda, et al. · Nottingham Trent University's Institutional Repository (Nottingham Trent Repository) · 1
Applying Ariadne : Practical Insights into Learning Style Identification via Hidden Markov Models
2025 · Flemming Bugert, Dominik Bittner, et al. · Schriften aus der Fakultät Wirtschaftsinformatik und Angewandte Informatik der Otto-Friedrich-Universität Bamberg.
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Works count: 28
Citation count: 111
H-index: 6
I10-index: 2
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