Theses Supervision | Janina Susanne Lütke-Stockdiek | Department of Information Systems

Janina Susanne Lütke-Stockdiek, MSC
Research Assistant

Research Group Computational Social Science and Systems Analysis

Leonardo Campus 3
48149 Münster

Room: 301

Phone: +49 251 83-38206
janina.lsd@uni-muenster.de

External profiles:
ResearchGate
LinkedIn
ORCID

Supervised Theses
- Semantic Clustering-Based Approach for Data Abstraction in Enterprise Architecture (Bachelor's thesis IS, 2025)
- Analyzing Macrosocial Effects of Prebunking: Developing a Framework Considering Message Validity (Bachelor's thesis IS, 2025)
- Evaluation of the Influence of Emotion-Aware Word Embeddings on DistilBERT for Sentiment Analysis (Bachelor's thesis IS, 2025)
- Evaluating the Quality of a Virtual Assistant Utilizing Retrieval Augmented Generation for Answering Corporate Process-Related Questions (Master's thesis IS, 2025)
- Identifying Image-Based Campaigns on Social Media: a Stream Clustering Approach (Master's thesis IS, 2025)
- Towards Simulating User Behavior for Automating Usability Tests by Employing Large Language Models (Master's thesis IS, 2024)
- Dynamic Web Scraping Using GPT-4o: Integrating Visual AI for Adaptive Data Extraction (Bachelor's thesis IS, 2024)
- Natural language processing applications for detecting agenda-setting and framing in media coverage of global conflicts (Bachelor's thesis IS, 2024)
- Benchmarking Clustering Algorithms for the Creation of Macro-Clusters for a Two-Step Stream Clustering Algorithm (Bachelor's thesis IS, 2024)
- Application of Machine-Learning Algorithms for the Identification of AI-Generated Textual Content (Bachelor's thesis IS, 2024)
- Cross-Platform Cluster Analysis of the Ukraine-Russia Conflict: A Case Study of Reddit and Twitter (Bachelor's thesis IS, 2024)
- Multi-Class Detection of Abusive Language Using Large Language Model Prompting (Master's thesis IS, 2024)
- A Semi-supervised Content Moderation Tool for Abusive Language Detection using Transformer Models and Few-Shot Learning (Master's thesis IS, 2024)
- Forensic Analysis of Social Media Data: A Case Study Using Twitter Data Related to the Russian-Ukrainian-Conflict (Bachelor's thesis IS, 2023)
- Development of a Dashboard as a Forensic Tool for Disinformation Analysis in Social Media (Bachelor's thesis IS, 2023)
- Extracting information from images to enhance the performance of text clustering algorithms (Bachelor's thesis IS, 2023)
- Automatic Evaluation Metrics for Natural Language Generation (Bachelor's thesis IS, 2023)
- Extending the Twitter API: Development of a Python Tool for Research Projects on Social Media Data Analysis (Bachelor's thesis IS, 2023)
- (Pseudo-)Anonymization of Artificially Created Social Media Data (Bachelor's thesis IS, 2022)

Supervised Theses