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Eyetracking, Data Science

Biography

Hi, I'm Lisa! I have a background in electrical engineering (B.Eng.) and applied research (M.Sc.). With internships at BMW and Vector Informatik, I discovered my enthusiasm for data science - from big data and machine learning to causal inference. I am currently doing research on data science in eye tracking as a research assistant and PhD student at OTH Regensburg.

Activities

Employment (1)

Ostbayerische Technische Hochschule Regensburg: Regensburg, Bayern, DE

2021-03-15 to present | Research Associate (Laboratory for Safe and Secure Systems (LaS³))
Employment
Source: Self-asserted source
Lisa Grabinger

Works (46)

Ethical Considerations of AI in Education: A Case Study Based on Pythia Learning Enhancement System

IEEE Access
2025 | Journal article
Contributors: Simon Röhrl; Susanne Staufer; Flemming Bugert; Vamsi Krishna Nadimpalli; Florian Hauser; Lisa Grabinger; Dominik Bittner; Timur Ezer; Ricardo Altweck; Sabine Graf et al.
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A Comparison of Eye Movement Classifiers

2025-06-02 | Conference paper
Contributors: Timur Ezer; Fabian Engl; Lisa Grabinger; Simon Röhrl; Florian Hauser; Jürgen Mottok
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A Cookbook for Eye Tracking in Software Engineering

2025-06-02 | Conference paper
Contributors: Lisa Grabinger; Naser Al Madi; Roman Bednarik; Teresa Busjahn; Fabian Engl; Timur Ezer; Hans Gruber; Florian Hauser; Jonathan I. Maletic; Unaizah Obaidellah et al.
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A Tool Landscape for Adaptive Learning

2025-06-02 | Conference paper
Contributors: Susanne Staufer; Flemming Bugert; Vamsi Krishna Nadimpalli; Simon Röhrl; Ricardo Altweck; Timur Ezer; Lisa Grabinger; Florian Hauser; Jürgen Mottok
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A Unified Holistic Model of Visual Perception for Code Reviews

2025-06-02 | Conference paper
Contributors: Florian Hauser; Timur Ezer; Lisa Grabinger; Jürgen Mottok; Hans Gruber
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ML based Evaluation Methodology for Learning Path Recommender Systems

2025-06-02 | Conference paper
Contributors: Flemming Bugert; Vamsi Krishna Nadimpalli; Dominik Bittner; Timur Ezer; Lisa Grabinger; Robert Maier; Simon Röhrl; Susanne Staufer; Florian Hauser; Jürgen Mottok
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Nestor: A Personalized Learning Path Recommendation Algorithm for Adaptive Learning Environments

2025-06-02 | Conference paper
Contributors: Vamsi Krishna Nadimpalli; Robert Maier; Timur Ezer; Flemming Bugert; Susanne Staufer; Simon Röhrl; Florian Hauser; Lisa Grabinger; Jürgen Mottok
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The Usability of eyenalyzer

2025-06-02 | Conference paper
Contributors: Lisa Grabinger; Timur Ezer; Florian Hauser; Jürgen Mottok
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WebGazeTrack: A Web-based Eye Tracking Tool

2025-06-02 | Conference paper
Contributors: Simon Röhrl; Florian Hauser; Timur Ezer; Lisa Grabinger; Prof. Dr. Jürgen Mottok
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DEEP LEARNING FOR EYE MOVEMENT CLASSIFICATION

2024-11 | Conference paper
Contributors: Timur Ezer; Moritz Plößl; Lisa Grabinger; Dominik Bittner; Susanne Staufer; Vamsi Krishna Nadimpalli; Flemming Bugert; Florian Hauser; Jürgen Mottok
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INTEGRATING DELIBERATE PRACTICE IN SOFTWARE ENGINEERING EDUCATION

2024-11 | Conference paper
Contributors: Florian Hauser; Lisa Grabinger; Timur Ezer; Jürgen Mottok; Hans Gruber
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ON SELECTING HYPOTHESIS TESTS FOR GROUP DIFFERENCES

2024-11 | Conference paper
Contributors: Lisa Grabinger; Jürgen Mottok
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PERSISTENCE OF QUESTIONNAIRE DATA ON LEARNING STYLES, LEARNING STRATEGIES AND PERSONALITY TRAITS

2024-11 | Conference paper
Contributors: Susanne Staufer; Vamsi Krishna Nadimpalli; Florian Hauser; Dominik Bittner; Lisa Grabinger; Flemming Bugert; Timur Ezer; Simon Röhrl; Jürgen Mottok
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PREDICTING LEARNER CHARACTERISTICS USING MACHINE LEARNING

2024-11 | Conference paper
Contributors: Vamsi Krishna Nadimpalli; Susanne Staufer; Timur Ezer; Flemming Bugert; Dominik Bittner; Florian Hauser; Lisa Grabinger; Simon Röhrl; Robert Maier; Jürgen Mottok
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Probabilistic Machine Learning for Simulating Complex Learner Profiles

2024-11 | Conference paper
Contributors: Vamsi Krishna Nadimpalli; Flemming Bugert; Dominik Bittner; Susanne Staufer; Simon Röhrl; Florian Hauser; Timur Ezer; Lisa Grabinger; Robert Maier; Jürgen Mottok
Source: Self-asserted source
Lisa Grabinger

THE IMPACT OF EYENALYZER

2024-11 | Conference paper
Contributors: Lisa Grabinger; Timur Ezer; Florian Hauser; Jürgen Mottok
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Applying Ariadne: Practical Insights into Learning Style Identification via Hidden Markov Models

2024-09 | Conference paper
Contributors: Lisa Grabinger
Source: Self-asserted source
Lisa Grabinger

Statistical Analysis of Eye Movement Data for Beginners

2024-09 | Conference paper
Contributors: Lisa Grabinger; Jürgen Horst Mottok
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EVALUATION OF THE LEARNING MANAGEMENT SYSTEM PYTHIA

2024-07 | Conference paper
Contributors: Susanne Staufer; Florian Hauser; Timur Ezer; Lisa Grabinger; Vamsi Krishna Nadimpalli; Simon Röhrl; Flemming Bugert; Dominik Bittner; Jürgen Mottok
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On Eye Tracking in Software Engineering

SN Computer Science
2024-07-26 | Journal article
Contributors: Lisa Grabinger; Florian Hauser; Christian Wolff; Jürgen Mottok
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An Educational Perspective on Eye Tracking in Engineering Sciences

2024-06-04 | Conference paper
Contributors: Jürgen Horst Mottok; Florian Hauser; Lisa Grabinger; Timur Ezer; Fabian Engl
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Analyzing and Interpreting Eye Movements in C++: Using Holistic Models of Image Perception

2024-06-04 | Conference paper
Contributors: Florian Hauser; Lisa Grabinger; Timur Ezer; Jürgen Horst Mottok; Hans Gruber
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Uncovering Learning Styles through Eye Tracking and Artificial Intelligence

2024-06-04 | Conference paper
Contributors: Dominik Bittner; Vamsi Krishna Nadimpalli; Lisa Grabinger; Timur Ezer; Florian Hauser; Jürgen Horst Mottok
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On the perception of graph layouts

Journal of Software: Evolution and Process
2024-05 | Journal article
Contributors: Lisa Grabinger; Florian Hauser; Jürgen Mottok
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Ariadne's Thread for Unravelling Learning Paths: Identifying Learning Styles via Hidden Markov Models

2024 IEEE Global Engineering Education Conference (EDUCON)
2024-05-08 | Conference paper
Contributors: Flemming Bugert; Susanne Staufer; Dominik Bittner; Vamsi Krishna Nadimpalli; Timur Ezer; Florian Hauser; Lisa Grabinger; Jürgen Mottok
Source: Self-asserted source
Lisa Grabinger

EYE TRACKING AS TECHNOLOGY IN EDUCATION: FURTHER INVESTIGATION OF DATA QUALITY AND IMPROVEMENTS

2024-03 | Conference paper
Contributors: Timur Ezer; Lisa Grabinger; Florian Hauser; Susanne Staufer; Jürgen Mottok
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EYE TRACKING METRICS FOR DISTINGUISHING GLOBAL AND FOCAL GAZE PATTERNS: A SYSTEMATIC LITERATURE REVIEW

2024-03 | Conference paper
Contributors: Timur Ezer; Lisa Grabinger; Florian Hauser; Susanne Staufer; Jürgen Mottok
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LEARNING ELEMENTS IN LMS - A SURVEY AMONG STUDENTS

2024-03 | Conference paper
Contributors: Susanne Staufer; Florian Hauser; Lisa Grabinger; Dominik Bittner; Vamsi Krishna Nadimpalli; Flemming Bugert; Timur Ezer; Simon Röhrl; Jürgen Mottok
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PYTHIA - AI SUGGESTED INDIVIDUAL LEARNING PATHS FOR EVERY STUDENT

2024-03 | Conference paper
Contributors: Simon Röhrl; Susanne Staufer; Vamsi Krishna Nadimpalli; Flemming Bugert; Florian Hauser; Lisa Grabinger; Dominik Bittner; Timur Ezer; Jürgen Mottok
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TYCHE ALGORITHM: MARKOV MODELS FOR GENERATING LEARNING PATHS IN LEARNING MANAGEMENT SYSTEMS

2024-03 | Conference paper
Contributors: Susanne Staufer; Flemming Bugert; Florian Hauser; Lisa Grabinger; Timur Ezer; Vamsi Krishna Nadimpalli; Dominik Bittner; Simon Röhrl; Jürgen Mottok
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Causal Models to Support Scenario-Based Testing of ADAS

IEEE Transactions on Intelligent Transportation Systems
2024-02 | Journal article
Contributors: Robert Maier; Lisa Grabinger; David Urlhart; Jürgen Mottok
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EYE TRACKING AS TECHNOLOGY IN EDUCATION: DATA QUALITY ANALYSIS AND IMPROVEMENTS

2023-11 | Conference paper
Contributors: Timur Ezer; Matthias Greiner; Lisa Grabinger; Florian Hauser; Jürgen Mottok
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LEARNING ELEMENTS IN ONLINE LEARNING MANAGEMENT SYSTEMS

2023-11 | Conference paper
Contributors: Susanne Staufer; Florian Hauser; Lisa Grabinger; Dominik Bittner; Vamsi Krishna Nadimpalli; Jürgen Mottok
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ON THE ANALYSIS OF STUDENT LEARNING STRATEGIES: USING THE LIST-K QUESTIONNAIRE TO GENERATE AI-BASED INDIVIDUALIZED LEARNING PATHS

2023-11 | Conference paper
Contributors: Florian Hauser; Susanne Staufer; Lisa Grabinger; Simon Röhrl; Jürgen Mottok
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TOWARDS PERSONALIZED LEARNING PATHS IN ADAPTIVE LEARNING MANAGEMENT SYSTEMS: BAYESIAN MODELLING OF PSYCHOLOGICAL THEORIES

2023-11 | Conference paper
Contributors: Vamsi Krishna Nadimpalli; Flemmimg Bugert; Dominik Bittner; Florian Hauser; Lisa Grabinger; Susanne Staufer; Jürgen Mottok
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UNVEILING THE SECRETS OF LEARNING STYLES: DECODING EYE MOVEMENTS VIA MACHINE LEARNING

2023-11 | Conference paper
Contributors: Dominik Bittner; Timur Ezer; Lisa Grabinger; Florian Hauser; Jürgen Mottok
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An Eye Tracking Study on MISRA C Coding Guidelines

2023-06-19 | Conference paper
Contributors: Alexander Homann; Lisa Grabinger; Florian Hauser; Jürgen Mottok
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Evaluating Graph-based Modeling Languages

2023-06-19 | Conference paper
Contributors: Lisa Grabinger; Florian Hauser; Juergen Mottok
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Something Short Gets Even Shorter

2023-06-19 | Conference paper
Contributors: Florian Hauser; Lisa Grabinger; Jürgen Mottok
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Systematic Literature Review for the Use of AI Based Techniques in Adaptive Learning Management Systems

2023-06-19 | Conference paper
Contributors: Vamsi Krishna Nadimpalli; Florian Hauser; Dominik Bittner; Lisa Grabinger; Susanne Staufer; Jürgen Mottok
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The Expert’s View: Eye Movement Modeling Examples in Software Engineering Education

2023-06-19 | Conference paper
Contributors: Florian Hauser; Lisa Grabinger; Jürgen Mottok; Sabrina Jahn; Vamsi Krishna Nadimpalli
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Towards Eye Tracking based Learning Style Identification

2023-06-19 | Conference paper
Contributors: Dominik Bittner; Florian Hauser; Vamsi Krishna Nadimpalli; Lisa Grabinger; Susanne Staufer; Jürgen Mottok
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Towards Learning Style Prediction based on Personality

2023-06-19 | Conference paper
Contributors: Flemming Bugert; Lisa Grabinger; Dominik Bittner; Florian Hauser; Vamsi Krishna Nadimpalli; Susanne Staufer; Jürgen Prof. Dr. Mottok
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Visual Expertise in Code Reviews

2023-05-30 | Conference paper
Contributors: Florian Hauser; Lisa Grabinger; Jürgen Mottok; Hans Gruber
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Accessing the Presentation of Causal Graphs and an Application of Gestalt Principles with Eye Tracking

2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
2022 | Conference paper
Contributors: Lisa Grabinger
Source: Self-asserted source
Lisa Grabinger

Towards Causal Model-Based Engineering in Automotive System Safety

2022 | Book chapter
Contributors: Robert Maier; Lisa Grabinger; David Urlhart; Jürgen Mottok
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