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Prof. Dr. Christian Bizer
Prof. Dr. Rainer Gemulla
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Dr. Anna Primpeli
Dr. Anne Lauscher
Dr. Taha Alhersh
Dr. Jakob Huber
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Dr. Dmitry Ustalov
Dr. Oliver Lehmberg
Dr. Yaser Oulabi
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Web-based Systems (Prof. Bizer)
Data Analytics (Prof. Gemulla)
Web Data Mining (Prof. Paulheim)
Natural Language Processing and Information Retrieval (Prof. Ponzetto)
Artificial Intelligence (Prof. Stuckenschmidt)
Master Thesis Topics in Artificial Intelligence
Process Analytics (Prof. Van der Aa)
Computer Vision & Machine Learning (Prof. Dr.-Ing. Margret Keuper)
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IE 500 Data Mining
IE 560 Decision Support
IE 675b Machine Learning
CS 560 Large-Scale Data Management
IE 661 Text Analytics
DS 203: Responsible AI
IE 650 Knowledge Graphs
IE 663 Information Retrieval and Web Search
IE 670 Web Data Integration
IE 671 Web Mining
IE 696 Advanced Methods in Text Analytics
IE 672 Data Mining 2
IE 678 Deep Learning
IE 689 Relational Learning
IE 692 Advanced Process Mining
IE 694 Industrial Applications of Artificial Intelligence
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CS 646 Higher Level Computer Vision
CS 647 Image Processing
CS 704 Artificial Intelligence Seminar
CS 704 Social Simulation Seminar
CS 704 Seminar on Traffic Simulation & Analysis
CS 707 Data and Web Science Seminar
CS 709 Text Analytics Seminar
CS 710 Seminar on Knowledge Graphs and Large Language Models
CS 715: Seminar on Solving Complex Tasks using Large Language Models
CS 717: Seminar on Foundation Models for Computer Vision
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CS 719 Process Analysis Seminar
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Praktische Informatik II
SM 445 Data and Web Science Seminar
SM 451 Seminar Ethical AI
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University of Mannheim
Data and Web Science Group
News-Archiv
DWS Area: Artificial Intelligence
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New Project on AI-based Management of Planning and Construction Documents
The digitization and optimization of active processes in the construction industry using methods of artificial intelligence is of strategic interest for those involved in construction. The aim of this project application is the development of an AI-based system for the semantic classification and ...
Lea Cohausz receives Best Paper Award at EDM 2022
Lea Cohausz has received an award for the best student shart paper at the 15th International Conference on Educational Data Mining for her work on “Towards Real Interpretability of Student Success Prediction Combining Methods of XAI and Social Science”. Congratulations! ...
Two Papers accepted for IJCAI 2022
We are happy that the following papers have been accepted for the 31st International Joint Conference on Artificial Intelligence July 23–29, 2022 in Vienna (Acceptance Rate: 15%): Patrick Betz, Christian Meilicke and Heiner Stuckenschmidt: “Adversarial Explanations for Knowledge Graph Embeddings” ...
Paper Accepted for the “Information Systems” Journal
We are happy to announce that the paper “Exploiting Label Semantics for Rule-based Activity Recommendation in Business Process Modeling” by Diana Sola, Han van der Aa, Christian Meilicke and Heiner Stuckenschmidt has been accepted for the “Information Systems” Journal ( The paper can be found at: ...
Two Papers accepted at ESWC 2022
We are happy to announce that the papers “Impact of the Characteristics of Multi-Source Entity Matching Tasks on the Performance of Active Learning Methods” by Anna Primpeli and Christian Bizer and the paper “Supervised Knowledge Aggregation for Knowledge Graph Completion” by Patrick Betz, Christian ...
Paper accepted for NeurIPS 2021
The paper “Efficient Learning of Discrete-Continuous Computation Graphs” by David Friede and Mathias Niepert (NEC Research Labs) has been accepted for the 35th Conference on Neural Information Processing Systems (NeurIPS 2021).
Fulbright Scholarship for Michael Pernpeintner
Michael Pernpeinter, PhD Student in the AI Group successfully applied for a Fulbrigth Scholarship to visit Texas A&M University and work with Prof. Guni Sharon on Governance of Autonomous Multi-Agent Systems.
Paper Accepted for the IEEE Conference on AI Testing
The paper “Towards Trace-Graphs for Data-driven Test Case Mining in the Domain of Automated Driving” by Noah Metzger, Lars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt, Michael Wommer and Maria Belen Bescos del Castillo has been accepted for the Third IEEE International Conference on ...
Another AI Group Member accepts Professorship at Utrecht University
After Melisachew Wudage Chekol who became Assistant Professor at Utrecht University in 2019, Ioana Karnstedt-Hulpus recently also accepted an assistant professorship at the very same university. We are happy that another member of the AI group sucessfully pursues her academic career and that we ...
Three Papers accepted for CAiSE 2021
Three DWS papers have been accepted to the International Conference on Advanced Information Systems Engineering (CAiSE'21): “A Rule-based Recommendation Approach for Business Process Modeling” by Diana Sola, Christian Meilicke, Han van der Aa and Heiner Stuckenschmidt “Sketch2BPMN: Automatic ...
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