Florian Hauser

About

Hi, I am Florian! I studied “Educational Science” (B.A. and M.A.) at the University of Regensburg. After that, I gathered experience in industry as a project consultant at Bayernwerk. Currently, I am doing (eyetracking) research on expertise in code reviews as a research assistant and Ph.D. student at the OTH Regensburg and the University of Regensburg, respectively.

Work

Ostbayerische Technische Hochschule Regensburg
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Research Associate

Germany

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Bayernwerk
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Project Consultant for New Ways of Learning

Germany

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Ostbayerische Technische Hochschule Regensburg Hochschulbibliothek Regensburg
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Research Associate

Germany

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Education

University of Regensburg
Germany

Dr.

Publications

A Comparison of Eye Movement Classifiers

Summary

conference-paper

A Cookbook for Eye Tracking in Software Engineering

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conference-paper

A Tool Landscape for Adaptive Learning

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conference-paper

A Unified Holistic Model of Visual Perception for Code Reviews

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conference-paper

Eye Movement Modelling Examples on Usability Heuristics

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conference-paper

ML based Evaluation Methodology for Learning Path Recommender Systems

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conference-paper

Nestor: A Personalized Learning Path Recommendation Algorithm for Adaptive Learning Environments

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conference-paper

The Usability of eyenalyzer

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conference-paper

WebGazeTrack: A Web-based Eye Tracking Tool

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conference-paper

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

Published by

IEEE Access

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journal-article

DEEP LEARNING FOR EYE MOVEMENT CLASSIFICATION

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conference-paper

INTEGRATING DELIBERATE PRACTICE IN SOFTWARE ENGINEERING EDUCATION

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conference-paper

PERSISTENCE OF QUESTIONNAIRE DATA ON LEARNING STYLES, LEARNING STRATEGIES AND PERSONALITY TRAITS

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conference-paper

PREDICTING LEARNER CHARACTERISTICS USING MACHINE LEARNING

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conference-paper

THE IMPACT OF EYENALYZER

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conference-paper

On Eye Tracking in Software Engineering

Published by

SN Computer Science

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journal-article

EVALUATION OF THE LEARNING MANAGEMENT SYSTEM PYTHIA

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conference-paper

An Educational Perspective on Eye Tracking in Engineering Sciences

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conference-paper

Analyzing and Interpreting Eye Movements in C++: Using Holistic Models of Image Perception

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conference-paper

Uncovering Learning Styles through Eye Tracking and Artificial Intelligence

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conference-paper

On the perception of graph layouts

Published by

Journal of Software: Evolution and Process

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journal-article

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

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conference-paper

EYE TRACKING METRICS FOR DISTINGUISHING GLOBAL AND FOCAL GAZE PATTERNS: A SYSTEMATIC LITERATURE REVIEW

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conference-paper

LEARNING ELEMENTS IN LMS - A SURVEY AMONG STUDENTS

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conference-paper

PYTHIA - AI SUGGESTED INDIVIDUAL LEARNING PATHS FOR EVERY STUDENT

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conference-paper

TYCHE ALGORITHM: MARKOV MODELS FOR GENERATING LEARNING PATHS IN LEARNING MANAGEMENT SYSTEMS

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conference-paper

EYE TRACKING AS TECHNOLOGY IN EDUCATION: DATA QUALITY ANALYSIS AND IMPROVEMENTS

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conference-paper

LEARNING ELEMENTS IN ONLINE LEARNING MANAGEMENT SYSTEMS

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conference-paper

ON THE ANALYSIS OF STUDENT LEARNING STRATEGIES: USING THE LIST-K QUESTIONNAIRE TO GENERATE AI-BASED INDIVIDUALIZED LEARNING PATHS

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conference-paper

TOWARDS PERSONALIZED LEARNING PATHS IN ADAPTIVE LEARNING MANAGEMENT SYSTEMS: BAYESIAN MODELLING OF PSYCHOLOGICAL THEORIES

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conference-paper

UNVEILING THE SECRETS OF LEARNING STYLES: DECODING EYE MOVEMENTS VIA MACHINE LEARNING

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conference-paper

An Eye Tracking Study on MISRA C Coding Guidelines

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conference-paper

Evaluating Graph-based Modeling Languages

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conference-paper

Something Short Gets Even Shorter

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conference-paper

Systematic Literature Review for the Use of AI Based Techniques in Adaptive Learning Management Systems

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conference-paper

The Expert’s View: Eye Movement Modeling Examples in Software Engineering Education

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conference-paper

Towards Eye Tracking based Learning Style Identification

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conference-paper

Towards Learning Style Prediction based on Personality

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conference-paper

Visual Expertise in Code Reviews

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conference-paper

Tutorial on Software Engineering Education in Co-Located Multi-User Eye-Tracking-Environments

Published by

2020 IEEE 32nd Conference on Software Engineering Education and Training (CSEE&T)

Summary

conference-paper

Deliberate Practice in Programming

Published by

Proceedings of the 4th European Conference on Software Engineering Education

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conference-paper

Code Reviews in C++

Published by

ACM Symposium on Eye Tracking Research and Applications

Summary

conference-paper

The Gaze Relational Index as a Measure of Visual Expertise

Published by

Journal of Expertise

Summary

journal-article

EYE MOVEMENTS IN SOFTWARE MODELLING - WHAT DO THEY TELL US ABOUT HEURISTICS

Published by

ICERI Proceedings

Summary

conference-paper

USING EYE TRACKING DATA TO ANALYZE STUDENTS' TASK SOLVING BEHAVIOR IN CLASSROOM CONTEXTS

Published by

ICERI Proceedings

Summary

conference-paper

Supporting Abstraction Skills Using Augmented Reality?

Published by

Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education

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conference-paper

Using Augmented Reality in Software Engineering Education? First insights to a comparative study of 2D and AR UML modeling

Published by

Proceedings of the Annual Hawaii International Conference on System Sciences

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conference-paper

EYE MOVEMENTS IN SOFTWARE ENGINEERING - WHAT DIFFERS THE EXPERT FROM THE NOVICE?

Published by

ICERI2018 Proceedings

Summary

conference-paper

WILL THE NOUN/VERB ANALYSIS BE USED TO GENERATE CLASS DIAGRAMS? AN EYE TRACKING STUDY

Published by

ICERI2018 Proceedings

Summary

conference-paper

WILL THE NOUN/VERB ANALYSIS BE USED TO GENERATE CLASS DIAGRAMS? AN EYE TRACKING STUDY

Published by

ICERI2018 Proceedings

Summary

conference-paper

Research competence: Modification of a questionnaire to measure research competence at universities of applied scienes

Published by

2018 IEEE Global Engineering Education Conference (EDUCON)

Summary

conference-paper

Towards the construction of a questionnaire for the identification of learning obstacles

Published by

2018 IEEE Global Engineering Education Conference (EDUCON)

Summary

conference-paper

Developing visual expertise in software engineering: An eye tracking study

Published by

2016 IEEE Global Engineering Education Conference (EDUCON)

Summary

conference-paper