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People
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
Researchers
Postdoctoral Research Fellows
Daniel Ruffinelli
Dr. Ines Rehbein
Dr. Ioana Hulpus
Dr. Melisachew Wudage Chekol
Dr. Christian Meilicke
Dr. Federico Nanni
Rita Torres de Sousa
PhD Students
Shashank Agnihotri
Katharina Prasse
Keyvan Amiri Elyasi
Darshit Pandya
Alexander Beier
Patrick Betz
Alexander Brinkmann
Samuel Broscheit
Lea Cohausz
Chia-Chien Hung
Andreea Iana
Jakob Kappenberger
Christopher Klamm
Adrian Kochsiek
Keti Korini
Franz Krause
Steffen Jung
Alexander Kraus
Robert Litschko
Ralph Peeters
Adrian Rebmann
Ines Reinig
Michael Schlechtinger
Fabian David Schmidt
Sotaro Takeshita
Simon Forbat
Affiliated PhD Students
Patrick Müller
Administration
Alumni
Sven Hertling
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
Current Projects
Completed Projects
Resources
Publications
Career
Teaching
Large Computations
Lecture Videos
Thesis Guidelines
Course Details
Courses for Master Candidates
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 686 Large Language Models and Agents
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
CS 460 Database Technology
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
CS 718 AI and Data Science in Fiction and Society
CS 719 Process Analysis Seminar
Data Analytics Team Project – Your Project, Your Team
Colloquium
Team Projects
Course Archive
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
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 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
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Four DWS papers accepted for EMNLP 2020!
Four papers by DWS members have been accepted for EMNLP 2020, a top-tier conference in natural ...
Papers of the Chair of Process Analytics at the BPM Conference
Members of the Chair of Process Analytics, the newest addition to the DWS Group, will have several ...
Paper accepted in PVLDB 2020: Dynamic Parameter Allocation in Parameter Servers
The paper “Dynamic Parameter Allocation in Parameter Servers” by Alexander Renz-Wieland, Rainer ...
Paper accepted for DI2KG
The paper “Intermediate Training of BERT for Product Matching” by Ralph Peeters, Christian Bizer and ...
Paper accepted for CIKM
The paper “Profiling Entity Matching Benchmark Tasks” by Anna Primpeli and Christian Bizer has been ...
Yaser Oulabi has successfully defended his PhD thesis
Yaser Oulabi has successfully defended his PhD thesis on „Augmenting Cross-Domain Knowledge Bases ...
Two Contributions to the ECML/
PKDD PhD Forum
Christian Schreckenberger and Sascha Marton will present their PhD Topics at the PhD Forum of ECML / ...
Team from Uni Mannheim among Top 10 in Data Mining Competition
The Data Mining Cup is an annual data mining competition for student teams from all over the world. ...
Two New Projects on Social Impacts of AI Started
As part of a new research program for the common good-oriented handling of artificial intelligence ...
Paper Accepted at International Journal of Production Economics
The paper Intraday Shelf Replenishment Decision Support for perishable Goods by Jakob Huber and ...
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