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Professors
Prof. Dr. Christian Bizer
Prof. Dr. Rainer Gemulla
Prof. Dr.-Ing. Margret Keuper
Prof. Dr. Heiko Paulheim
Prof. Dr. Simone Paolo Ponzetto
Prof. Dr. Heiner Stuckenschmidt
Prof. Dr. Philipp Kellmeyer
Dr. Sven Hertling
Researchers
Postdoctoral Research Fellows
Dr. Ralph Peeters
Daniel Ruffinelli
Dr. Ines Rehbein
Dr. Christian Meilicke
Rita Torres de Sousa
PhD Students
Tejaswini Medi
Aaron Steiner
Shashank Agnihotri
Katharina Prasse
Keyvan Amiri Elyasi
Darshit Pandya
Alexander Bubak
Patrick Betz
Alexander Brinkmann
Lea Cohausz
Andreea Iana
Jakob Kappenberger
Christopher Klamm
Julie Naegelen
Keti Korini
Franz Krause
Steffen Jung
Alexander Kraus
Ricarda Link
Ines Reinig
Sotaro Takeshita
Simon Forbat
Julia Gastinger
Affiliated PhD Students
Patrick Müller
Administration
Alumni
Dr. Federico Nanni
Dr. Melisachew Wudage Chekol
Dr. Ioana Hulpus
Samuel Broscheit
Dr. Chia-Chien Hung
Dr. Robert Litschko
Adrian Rebmann
Dr. Michael Schlechtinger
Fabian David Schmidt
Dr. Adrian Kochsiek
Dr. Nicolas Heist
Prof. Dr. Paul Swoboda
Dr. Pedro Ortiz Suarez
Dr. Sarah Alturki
Dr. Jovita Lukasik
Dr. Amirhossein Kardoost
Kiril Gashteovski
Prof. Dr. Goran Glavaš
Dr. Anna Primpeli
Dr. Anne Lauscher
Dr. Taha Alhersh
Dr. Jakob Huber
Dr. Jonathan Kobbe
Dr. Timo Sztyler
Dr. Dmitry Ustalov
Dr. Oliver Lehmberg
Dr. Yaser Oulabi
Alexander Diete
Dr. Kilian Theil
Research
Focus Groups
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)
Projects
TrackOpt
Machine Learning
Context Matters
CosPGD
Current Projects
Completed Projects
Resources
Career
Teaching
Large Computations
Lecture Videos
Thesis Guidelines
Course Details
Courses for Master Candidates
IE 500 Data Mining
IE 560 Decision Support
DS 203: Responsible AI
IE 650 Knowledge Graphs
IE 661 Text Analytics
IE 663 Information Retrieval and Web Search
IE 670 Web Data Integration
IE 671 Web Mining
IE 675b Machine Learning
IE 678 Deep Learning
IE 686 Large Language Models and Agents
IE 695 Reinforcement Learning
IE 696 Advanced Methods in Text Analytics
IE 689 Relational Learning
IE 692 Advanced Process Mining
IE 694 Industrial Applications of Artificial Intelligence
CS 460 Databases for Data Scientists
CS 560 Large-Scale Data Management
CS 646 Higher Level Computer Vision
CS 647 Image Processing
CS 704 Artificial Intelligence Seminar
CS 704 Social Simulation Seminar
CS 704 Traffic Forecasting with Neural Networks Seminar
SM445/
CS 707: Seminar “Machine Learning and Time” (FSS 20
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 AI Safety & Robustness
CS 718 AI and Data Science in Fiction and Society
CS 719 Process Analysis Seminar
Colloquium
Team Projects
Data Analytics Team Project – Your Project, Your Team
Course Archive
HWS 2024
FSS 2024
HWS 2023
FSS 2023
HWS 2022
FSS 2022
HWS 2021
SM 445/
CS 707 Data and Web Science Seminar
FSS 2021
HWS 2020
FSS 2020
HWS 2019
HWS 2018
FSS 2018
FSS 2019
Courses for Bachelor Candidates
CS 303 Praktische Informatik II
SM 445 Data and Web Science Seminar
SM 451 Seminar Ethical AI
Wirtschaftsinformatik II
Einführung in Data Science
Künstliche Intelligenz
Wirtschaftsinformatik für WiPäds
Wirtschaftsinformatik für BaKuWis
KI Seminar
Course Archive
FSS 2024
HWS 2023
FSS 2023
HWS 2022
FSS 2022
HWS 2021
FSS 2021
HWS 2020
FSS 2020
HWS 2019
FSS 2019
HWS 2018
FSS 2018
HWS 2017
Courses for PhD Candidates
Colloquium FSS2023
Computational Text Analysis
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University of Mannheim
Data and Web Science Group
News-Archiv
News-Archiv
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Paper Accepted for AAAI 2024
We are happy to announce that the Paper “GradTree: Learning Axis-Aligned Decision Trees with ...
Prof. Bizer gives keynote at WebIST conference comparing GPT4 and BERT for Web Data Integration
Prof. Christian Bizer has given a keynote talk comparing the utility of GPT4 and BERT for Web Data ...
Jan Portisch Receives SWSA Distinguished Dissertation Award
Jan Portisch, a former PhD student at the Data and Web Science Group and now a Lead Software ...
Paper accepted at EMNLP Findings 2023: A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs
The paper “A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs” by Adrian Kochsiek ...
Winner of the bean-game AI tournament
The 2023 edition of the annual bean-game (german version of a mancala game) tournament of the AI ...
Paper accepted for EMNLP 2023
The paper “NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation” by Andreea Iana, ...
New Project on Early Stage Diabetes Detection
The BMBF funds a new project in the field of medical AI and systems medicine. The goal of the ...
Paper accepted at CIKM 2023: Good Intentions: Adaptive Parameter Management via Intent Signaling
The paper “Good Intentions: Adaptive Parameter Management via Intent Signaling” by Alexander ...
Best Paper Award at VLDB Tabular Data Analysis Workshop
We are happy to announce that the paper “Column Type Annotation using ChatGPT” by Keti Korini and ...
Lea Cohausz wins EDM Best Students Paper Award the second year in a row
For the second year in a row, Lea Cohaus has received a best student paper award at the ...
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