Ongoing and Past Theses
Ongoing Theses
Master's Theses
| Student | Title | Supervisor(s) |
|---|---|---|
| Jorge Vicente Garcia Ballester | Evaluating Sensitivity of Explainability Methods in Predicitive Process Monitoring | Costa, Ana |
| Mikael Caselitz | Design and Development of an Explainability Method for GNN in Predictive Process Monitoring | Costa, Ana |
| Ron Moritz Autenrieb | Agentic AI for Business Process Automation in SME Procurement | Pufahl, Luise |
| Dogan Can Hasanoglu | Data Product-Oriented Structuring of EA Knowledge Artifacts for RAG-Enabled Enterprise Architecture Management | Mangione, Angelo |
| Kemal Karakoç | Evaluating and Prioritizing Business Capabilities: Insights from Gray Literature | Mangione, Angelo |
Bachelor's Thesis
| Student | Title | Supervisor(s) |
|---|---|---|
| Diego Marcos Rabanillo | Interactive Elicitation of Automation-Relevant Process Knowlege into Structured Process Representation | Bein, Leon |
| Mohamed Medhat Mohamed Ibrahim Shalaby | Benchmarking Approaches for Multi-Perspective Concept Drift Detection | Khraiwesh, Samira |
| Shreyansh Jha | Semantically-supported Business Process Redesign | Bein, Leon |
| Sherniyaz Nurlankul | A Unified Architecture for Context-Aware Business Process Redesign | Andree, Kerstin |
| Julian Ehrl | Event Log Knowledge Graph Construction | Costa, Ana; Mäkelburg, Johannes |
| Rachit Garg | Supporting Compliance-Oriented Decision-Making in Knowledge-Intensive Business Processes Using AI-Based Knowledge Retrieval: An Automotive Homologation Case Study | Pufahl, Luise |
| Sabina Yefimava | Integrating AI agents into Enterprise Architecture: Classification, Patterns and Governance Framework | Mangione, Angelo |
| Julian Fritz | KPI Management for Business Capabilities: Towards a Dual-Layer Value Driver Tree Framework | Mangione, Angelo |
Completed Theses
Master's Theses
| Student | Title | Supervisor(s) |
|---|---|---|
| Thi Minh Ngoc Nguyen | Synchronization and Automation between Configuration Management Database and Nautobot: Design, Implementation, and Efficiency Evaluation | Mangione, Angelo |
| Federica Fassbender | Enhancing Predictive Process Monitoring with domain-specific AutoML and LLM-Assisted Preprocessing | Costa, Ana |
| Jonathan Penn | AI-Based Business Process Modeling in the Crafts Sector | Pufahl, Luise; Schatz, Maximilian |
| Ugur Eksi | Sensitivity Analysis in Business Process Simulation: Deriving Insights into Automation and Human Involvement | Khraiwesh, Samira |
| Ahmed Sofu | Graph Extraction Approaches for Textual Process Knowledge | Bein, Leon |
| Melis Ece Ünsal | Explainability of Prediction Models with LLMs | Costa, Ana |
| Mürüvet Gökcen Doganay | Supporting Stakeholders in Parameter Suggestion: Moving from Simulation Objectives to Parameters Using Literature and LLMs | Khraiwesh, Samira |
| Zemheri Kardelen Culfa | Comparative Evaluation of Large Language Models for Event Log Quality Detection in Business Process Simulation | Khraiwesh, Samira |
| Fen Shi | Current State of Data and Analytics Architecture in Enterprise Architecture Management | Mangione, Angelo |
| Doga Can Özil | LLM-Based Predictive Process Monitoring: Next Event Activity Prediction | Costa, Ana |
| Nina Kötting | Extending Process Simulation for the Analysis of Business Process Sustainability | Klessascheck, Finn |
| Michael Lachner | Classifying Business Processes by Level of Structuredness: A Relationship-Based Approach | Andree, Kerstin |
| Tanae Germes | Development of a Front-End Digital Twin Tool for Integrating Sensor and Simulation Data in DED-Arc-P | Pufahl, Luise; Tong, Yiyun |
| Silas Steven Timothy Meilbeck | Knowledge in Business Processes: A Theoretical Perspective | Bein, Leon |
| Petru-Georgian Sicoe | Graph-Structured Manufacturing Systems: Leveraging Operational and Financial Data for Scheduling Optimization | Bein, Leon |
| Alena Wimmer | Process Model Generation from Unstructured Data | Costa, Ana |
| Enkhtuya Seseer | Data Quality Issues: Business Process Simulation and Process Mining | Khraiwesh, Samira |
| Yağmur Duman | Proactive Human Interfaces for Intelligent Process Automation | Bein, Leon |
| Florian Tarlosy | Integrating Sustainability: An Algorithmic Approach to Extract Lifecycle-Specific Inventory Lists for Enhanced Life Cycle Assessment in Circular Product Development | Klessascheck, Finn |
| Asya Uzer | Development of a Compliance-Aware Process Simulation Model | Pufahl, Luise |
| Xu Li | Analysis of Temporal and Existential Dependencies in Fragment-Based Case Management | Andree, Kerstin |
| Nicolas Gehring | Optimizing Regulatory Workflows: Development of a Data-Driven Software Platform for Efficient Medical Device Certification | Bein, Leon |
| Jiani Li | Visualizing and Communicating the Environmental Impact of Business Processes | Klessascheck, Finn |
| Shuai Jiang | Synergizing Multiple Process Mining Tools for Enhanced Process Simulation Model Creation | Pufahl, Luise |
| Gregor Menz | Discovery of ’Law of Nature’ Activity Dependencies using Object Lifecycles | Andree, Kerstin |
Bachelor's Theses
| Student | Title | Supervisor(s) |
|---|---|---|
| Fabian Deigner | Rethinking Behavioral Representations in Concept Drift Detection | Andree, Kerstin |
| Zahari Nedev | Interactive Tool Support for Structural Assessment when Redesigning BPMN Diagrams | Andree, Kerstin |
| Loran Pllana | From Goals to Simulation Configuration: LLM-Based Generation of Process Simulation Parameters from Event Logs | Khraiwesh, Samira |
| Florian Stupp | Relaxing Change Operation Requirements Through Human-In-The-Loop Variant Selection | Andree, Kerstin |
| Süeda Özkaya | Evaluating and Explaining Sensitivity Analysis Results for Business Process Simulation Parameters | Khraiwesh, Samira |
| Leon Beichter | Structuredness-Aware Guidance for Process Discovery Miner Selection | Andree, Kerstin |
| Vasilen Vasilev | LCA evaluation through SOPA of Textile Production Process | Pufahl, Luise |
| Ayca Yapar | A Structured Approach for Guiding Process Stakeholders in Formalizing Redesign Ideas | Andree, Kerstin |
| Tinatin Museliani | Designing a Context-Aware Modeling Environment | Andree, Kerstin |
| Frytz Martinek | A Case Study on Causal Machine Learning vs. Traditional Methods for Manufacturing Defect Prediction Using Real-World Production Data | Bein, Leon |
| Toshini Shivkumar Iyer | Graph Neural Nets for Semantically Explainable Process Decision Support | Bein, Leon |
| Tobias Florian Coptil | Designing a Blockchain-Based Tokenization System for Solar Energy Investments: A simulation for a Single Solar Project in Europe | Pufahl, Luise |
| Ilia Panayotov | Designing a Unified Modelling Tool for BPMN and ConDec | Andree, Kerstin |
| Ivan Kuzmin | Discovering an Activity Relationships Matrix from Event Logs | Andree, Kerstin |
| Cara Dickmann | Uncertainty-Aware Sustainability Assessment: Integrating Uncertainty Handling into the SOPA Framework | Klessascheck, Finn |
| Dariya-Mariya Koziy | Case Study: Process Documentation | Andree, Kerstin |
| Elis Özavnik | A Review of Business Process Simulation (BPS) Tools | Khraiwesh, Samira |
| Tiago Giraldez Simon | User Interface Design for Advanced Process Discovery | Andree, Kerstin |
| Renis Shutina | Enabling Compliance Checking in Business Process Simulation | Pufahl, Luise |
| Julia Fries | A Hybrid Approach to Operationalizing EU Taxonomy Constraints in Business Processes Using Event Log Data: A Single Case Study | Klessascheck, Finn |
| Zeynep Sude Yildirim | Enhancing Retrieval-Augmented Generation for Enterprise Architecture Management: A Structured Contextual Retrieval Approach | Bein, Leon |
| Kareem Ali Abou-Sena | Augmented SOPA with Conversational Model | Costa, Ana |
| Jing Yao Seow | Insights into Business Process Simulation Model Discovery | Khraiwesh, Samira |
| Ilja Alexander Gendler | Extracting Explanatory Rationales Using Questionnaires | Andree, Kerstin |
| Yannic Seibert | Leveraging Process Engines for Business Process Sustainability Analyses | Klessascheck, Finn |
| Paulo Mateo Buscarons Krieger | A Comprehensive Review of Scenario Generation in Business Process Simulation | Khraiwesh, Samira |
| Selin Yagmur Eroglu | Analysis and Categorization of Existing Public Event Logs | Pufahl, Luise |
| Hui Yu Yu | Integrating Chatbots with Large Language Model (LLM)s and Pre-LLM technologies for Supporting a Time-Booking System in Logistics: A Case Study | Bein, Leon |
| Zahi Touqan | Automating the Contextualization and Classification of Business Process Activity Relationships | Andree, Kerstin; Bein, Leon |
| Huikun Chen | Investigating NLP Approaches to Identify and Analyze the Contextual Origins and Vulnerabilities of Activity Relationships | Andree, Kerstin |
| Ilona Bogatinovska | Aligning Business Processes with the EU Taxonomy: Developing a Meta-model for integrating sustainability regulations with BPM | Klessascheck, Finn |