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Dr. Dipl.-Inform. Christian Weber

Christian Weber is a lecturer at the University of Siegen, where he heads the Medical Informatics and Graph-Based Systems (.MIGS) research group at the Faculty of Natural Sciences and Technology at the University of Siegen together with Prof. Kai Hahn. From 2022 to 2024, he was the acting professor for the chair of Medical Data Science at the University of Siegen. Since 2017 he has been affiliated with the Institute of Knowledge Based Systems and Knowledge Management, University of Siegen. He acquired his PhD from the Corvinus University Budapest in Hungary, as part of a Marie Skłodowska-Curie Actions Doctoral Network, where he laid new foundations for knowledge intense, individualized learning path recommendations for vocational educational training in medical and industrial applications. His master’s degree (Diplom) he received from the University of Siegen in applied computer science. For the master thesis he was awarded the prize of excellence by his county. He is co-organizer of the International Conference on Integrated Systems, Design and Technology and was part of the ANR evaluation panel “Interfaces: Mathematics, Numerical Sciences – Biology, Health” in 2024 and 2025 and the chair for Research Funding of the 24k member Marie Currie Alumni Association 2018 till 2022. His research focuses on knowledge modelling and especially knowledge graphs, recommender systems, data analysis and practical applications of AI in the fields of medicine and education.

His current funded research projects include: the smart living and ambient assisted living GAiST (SmartLivingNEXT), where the goal is measuring and analyzing vital data with cloud connected medical sensors for sustaining self-sufficient living in elderly care homes; in the project FACE, holder ECG measurements are collected and analyzed on the edge and within the cloud, training machine learning solutions alongside indicators to decide on a flexible reallocation of models and computation; the IGNITE individual learning project aims at semantically representing, extracting and enriching learning pathways in higher education for personalized learning recommendations; in the German-Canadian collaboration CARES, decentralized vital data measurement with sensor kits and AI-based analysis for remote regions is in focus. Furthermore, he coordinates a medical teleconsultation implementation project between the university hospital of Bonn and Klinikum Siegen. 

Büroadresse

AE-C 202
Ebene 2
Am Eichenhang 50
57076
Siegen

Appointments by request.

Büroadresse

Am Eichenhang 50
57076
Siegen

Publications

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Conference paper
2026

Contextualizing Explainability of Learning-Path Recommendations through Knowledge Graphs and Graph-based MDP

Book chapter
2025

Enhancing Hypoglycemia Prediction in Type 1 Diabetes Through Semantic Knowledge Integration and Machine Learning Optimization

Conference paper
2025

LLM-Assisted Knowledge Graph Completion for Curriculum and Domain Modelling in Personalized Higher Education Recommendations

Book chapter
2025

XAI-Ed: Half-Day Workshop on Pedagogy-Founded Explainable AI for Transparent, User-Centered AI in Education

Journal article
2025

A comprehensive review of digital twin in healthcare in the scope of simulative health-monitoring

Conference paper
2024

KIRETT: Smart Integration of Vital Signs Data for Intelligent Decision Support in Rescue Scenarios

Book chapter
2024

KI-basierter digitaler Weiterbildungsraum WBsmart

Conference paper
2024

Enhanced Predictive Monitoring of Hypoglycemia in Type 1 Diabetes Using Shapelet-Based Analysis of Wearable Sensor Data

Other
2024

Experimental Interface for Multimodal and Large Language Model Based Explanations of Educational Recommender Systems

Book chapter
2024

TExKG in Health Domain: The Application of Knowledge Graph Based Framework for Explainable Recommendations in the Contexts of Elderly Care, Mental Health, and Emergency Responses

Conference paper
2024

Quantitative Evaluation of KIRETT Wearable Demonstrator for Rescue Operations

Book chapter
2024

One-Shot Defect Fingerprint Comparability Using Siamese Networks for Wafer Map Similarity in Semiconductor Manufacturing