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Home > Teaching > Archive > Padabama

Student Theses related to user data analysis, machine learning, text analysis, experience sampling, mood sampling


2024

Interactive Machine Learning
master thesis, 01.02.2024 - 15.08.2024, Advisor: Florian Bemmann, Thomas Weber
2023
Amanuel Ghebreweldi
Static Differences between Traditional and Machine Learning Code
bachelor thesis, 15.06.2023 - 14.12.2023, Advisor: Thomas Weber
Leonie Adams
Advancing Debugging Techniques: Data Flow Visualization in Extended Reality
master thesis, 08.05.2023 - 06.11.2023, Advisor: Thomas Weber
Florian Klement
Graphical Programming for the Jupyter Kernel: A Benchmark
master thesis, 16.03.2023 - 14.09.2023, Advisor: Thomas Weber
Janina Ehe
Combinging Code and Visual Programming for Data Driven Applications
master thesis, 12.06.2022 - 06.06.2023, Advisor: Thomas Weber
2022
Christina Winiker
Neural Network Building Blocks: Direct Manipulation for Data Driven Development
master thesis, 23.06.2022 - 22.12.2022, Advisor: Thomas Weber
Amanuel Ghebreweldi
Static Analysis of Machine Learning Code on GitHub
bachelor thesis, 13.05.2022 - 31.09.2022, Advisor: Thomas Weber
Christopher Niedermaier
A Comparison of Code Structure in Open Source Machine Learning Repositories
bachelor thesis, 01.10.2021 - 18.02.2022, Advisor: Thomas Weber
2021
Rafael Thiel
Gaze-based Information Dimming in Adaptive IDEs
master thesis, 13.05.2021 - 11.11.2021, Advisor: Thomas Weber
Oliver Möller
Web User Interface Optimization from Preferential Ratings
bachelor thesis, 06.05.2021 - 23.09.2021, Advisor: Changkun Ou
2020
Niklas Kersten
Crowd-Knowledge in Machine Learning Development
master thesis, 01.06.2020 - 30.11.2020, Advisor: Thomas Weber
Christina Winiker
Eye-Tracking Study of Machine Learning Programmers
bachelor thesis, 21.04.2020 - 09.09.2020, Advisor: Thomas Weber
2019
Ziyang Zhou
Visualizing ML Algorithm Configurations
bachelor thesis, 25.07.2019 - 12.12.2019, Advisor: Thomas Weber
-
Lisa Simon
Designing an Interactive Visualization for User Experience Data (in Cooperation with a design agency)
master thesis, Advisor: Hanna Schneider, Florian Lachner
Johannes Schuster
Predicting users' Situational Mood Using Reading Behavior of News Articles
bachelor thesis, Advisor: Hanna Schneider
Bernhard Vogler
Predicting Self-Control States Using Smartphone Usage Data
master thesis, Advisor: Hanna Schneider, Daniel Buschek
Dominik Slezak
Explorative data analysis and visualisation of large-scale fitness data set
master thesis, Advisor: Hanna Schneider
Jonas Safranek
Investigating mobile learning interruptions by utilizing smartphone sensor logging and event-based ESM sampling
master thesis, English, Advisor: Christina Schneegass, Fiona Draxler

Erkennung von Ironie in Filmen zur Kennzeichnung dieser in leichter Sprache
master thesis, Advisor: Prof. Dr. Sylvia Rothe

KI-basierte Bildgenerierung zur Unterstützung Leichter Sprache
master thesis, Advisor: Prof. Dr. Sylvia Rothe

Entwicklung einer graphischen Oberfläche für KI-basierte Anwendungen im Filmschnitt
master thesis, Advisor: Prof. Dr. Sylvia Rothe

Entwicklung einer graphischen Oberfläche für KI-basierte Anwendungen im Audio-Bereich
master thesis, Advisor: Prof. Dr. Sylvia Rothe
N/A
Camera-Based Wave Prediction and Calm Surface Detection Using Optical Flow and Machine Learning (+ Robotic Arm Control)
project thesis, Advisor: Julian Rasch

Machine Learning Based Capacitive Sensing for Tangible Interaction
master thesis, Advisor: Prof. Dr. Sven Mayer
Lakmal Padmakumara
Development of a Data Driven Model to Predict the User Perception about the Website User Experience through User Activity Tracking
master thesis, Advisor: Florian Lachner

Design of a Study-Tool to Collect Context-Based Probes
master thesis, Advisor: Dominik Hirschberg
Alexander Schmitt
A Proposal for an Interactive Machine Learning System to Extract Applications from Nanoscience Publications
master thesis, Advisor: Michael Chromik
Hai Nguyen Mau
Natural Language Processing and Machine Learning as Tools to Analyze the German Internet Economy
master thesis, Advisor: Michael Chromik
Areeb Kamran
Machine Learning for Business Analytics - A Framework for Data Transformation
master thesis, Advisor: Michael Chromik
Christoph Bessler
Framework for Designing a Fairness-Aware Algorithmic Decision-Making System
master thesis, Advisor: Michael Chromik

Exploratory Cluster Analysis of Smartphone Users based on their Mobile Sensing Data
BA/MA, Advisor: Florian Bemmann
Mustafa Muschtaq
Smartphone sensor data collection and model creation for passive measurement of sleep duration
bachelor thesis, Advisor: Florian Bemmann, Ramona Schoedel
Meghna Sreedar
Chatbot-based Experience Sampling
bachelor thesis, Advisor: Florian Bemmann

Deep Activity Tracking on Android Smartphones
MA/PA, Advisor: Florian Bemmann
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