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Professors
Prof. Dr. Han van der Aa
Prof. Dr. Paul Swoboda
Prof. Dr. Christian Bizer
Prof. Dr. Rainer Gemulla
Prof. Dr. Goran Glavaš
Prof. Dr. Simone Paolo Ponzetto
Prof. Dr. Heiko Paulheim
Prof. Dr. Heiner Stuckenschmidt
Researchers
Postdoctoral Research Fellows
Dr. Ines Rehbein
Dr. Ioana Hulpus
Dr. Melisachew Wudage Chekol
Dr. Christian Meilicke
Dr. Pedro Ortiz Suarez
Dr. Federico Nanni
PhD Students
Darshit Pandya
Sarah Alturki
Alexander Beier
Patrick Betz
Alexander Brinkmann
Samuel Broscheit
Lea Cohausz
Nicolas Heist
Sven Hertling
Chia-Chien Hung
Andreea Iana
Jakob Kappenberger
Christopher Klamm
Adrian Kochsiek
Keti Korini
Franz Krause
Steffen Jung
Amirhossein Kardoost
Jonathan Kobbe
Alexander Kraus
Robert Litschko
Jovita Lukasik
Ralph Peeters
Adrian Rebmann
Daniel Ruffinelli
Michael Schlechtinger
Fabian David Schmidt
Sotaro Takeshita
Affiliated PhD Students
Visiting Researchers
Administration
Alumni
Kiril Gashteovski
Dr. Anna Primpeli
Dr. Anne Lauscher
Prof. Dr.-Ing. Margret Keuper
Dr. Taha Alhersh
Dr. Jakob Huber
Dr. Timo Sztyler
Dr. Dmitry Ustalov
Dr. Oliver Lehmberg
Dr. Yaser Oulabi
Alexander Diete
Dr. Kilian Theil
Student Assistants
Stefan Morio
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)
Projects
Current Projects
Completed Projects
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Course Details
Courses for Master Candidates
IE 500 Data Mining
IE 560 Decision Support
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 672 Data Mining 2
IE 675b Machine Learning
IE 678 Deep Learning
IE 689 Relational Learning
IE 692 Advanced Process Mining
IE 694 Industrial Applications of Artificial Intelligence
CS 560 Large-Scale Data Management
CS 460 Database Technology
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 Graph Construction
CS 715: Large-Scale Data Integration Seminar
CS 718 AI and Data Science in Fiction and Society
CS 719 Process Analysis Seminar
CS 720 Seminar on Uncertainty Estimations
Colloquium
Team Projects
Data Analytics Team Project – Your Project, Your Team
Course Archive
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
Praktische Informatik II
Wirtschaftsinformatik II
Einführung in Data Science
Künstliche Intelligenz
Wirtschaftsinformatik für WiPäds
Wirtschaftsinformatik für BaKuWis
KI Seminar
Course Archive
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
Large Computations
Events
Uni Mannheim Process Mining Meet-ups
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University of Mannheim
Data and Web Science Group
News-Archiv
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Paper accepted for NeurIPS 2021
The paper “Efficient Learning of Discrete-Continuous Computation Graphs” by David Friede and Mathias ...
3.5 Papers Accepted for ACL!
Four papers by DWS authors have been accepted for ACL, the #1 publication venue for the research ...
Fulbright Scholarship for Michael Pernpeintner
Michael Pernpeinter, PhD Student in the AI Group successfully applied for a Fulbrigth Scholarship to ...
Paper accepted at ISWC 2021
Our paper “Background Knowledge in Schema Matching: Strategy vs. Data” has been accepted at the 20th ...
Paper accepted at PAAMS
The paper “Winning at Any Cost – Infringing the Cartel Prohibition With Reinforcement Learning” was ...
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” ...
Paper accepted at ISWC 2021
The paper “Graph-boosted Active Learning for Multi-Source Entity Resolution” by Anna Primpeli and ...
Paper accepted at JCDL
The paper “GraphConfRec: A Graph Neural Network-Based Conference Recommender System”, co-authored by ...
Best Demo Award at ESWC 2021
Earlier this year, we introduced kgextension, the Python extension for processing knowledge graphs. ...
Paper accepted for PVLDB 2021
The paper “Dual-Objective Fine-Tuning of BERT for Entity Matching” by Ralph Peeters and Christian ...
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