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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
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Daniel Ruffinelli
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Rita Torres de Sousa
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Shashank Agnihotri
Katharina Prasse
Keyvan Amiri Elyasi
Darshit Pandya
Alexander Beier
Patrick Betz
Alexander Brinkmann
Samuel Broscheit
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Chia-Chien Hung
Andreea Iana
Jakob Kappenberger
Christopher Klamm
Adrian Kochsiek
Keti Korini
Franz Krause
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Alexander Kraus
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Ines Reinig
Michael Schlechtinger
Fabian David Schmidt
Sotaro Takeshita
Simon Forbat
Julia Gastinger
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Patrick Müller
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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)
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Context Matters
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Courses for Master Candidates
IE 500 Data Mining
IE 560 Decision Support
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 675b Machine Learning
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 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 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 AI Safety & Robustness
CS 718 AI and Data Science in Fiction and Society
CS 719 Process Analysis Seminar
Data Analytics Team Project – Your Project, Your Team
Colloquium
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CS 707 Data and Web Science Seminar
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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
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Wirtschaftsinformatik für WiPäds
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KI Seminar
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Courses for PhD Candidates
Colloquium FSS2023
Computational Text Analysis
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University of Mannheim
Data and Web Science Group
News-Archiv
DWS Area: Web-based Systems
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Paper accepted for iiWAS 2024
We are pleased to announce that the following paper from the DWS group has been accepted for the 26th International Conference on Information Integration and Web Intelligence: “ExtractGPT: Exploring the Potential of Large Language Models for Product Attribute Value Extraction” by Alexander ...
Paper accepted for ADBIS 2024
We are pleased to announce that the following paper from the DWS group has been accepted for the 28th European Conference on Advances in Databases and Information Systems as a full paper: “Using LLMs for the Extraction and Normalization of Product Attribute Values” by Alexander Brinkmann, Nick ...
Three papers accepted for ESWC 2024
We are happy to announce that three papers from the DWS group have been accepted to the 21st European Semantic Web Conference: 1. “SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines” by Alexander Brinkmann, Roee Shraga and Christian Bizer has been accepted for the ...
WDC JSON-LD/Microdata/RDFa Data Corpus and WDC Schema.org Table Corpus 2023 published
We are happy to announce the 2023 release of the WebDataCommons Microdata, JSON-LD and RDFa Data Corpus as well as the release of the WebDataCommons schema.org Table Corpus.
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 Integration at the 19th International Conference on Web Information Systems and Technologies (WEBIST) in Rome.
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 Christian Bizer has won the best paper award of the Tabular Data Analysis (TaDa) workshop at VLDB 2023 in Vancouver, Canada.
Paper accepted at EDBT 2024
The paper “WDC Products: A Multi-Dimensional Entity Matching Benchmark” by Ralph Peeters, Reng Chiz Der and Christian Bizer has been accepted at EDBT2024.
WDC Block: A large Blocking Benchmark released
We are happy to announce the release of Web Data Commons Block (WDC-Block), a large Blocking Benchmark. WDC Block is based on product data that has been extracted in 2020 from 3,259 e-shops that marked up product offers within their HTML pages using the schema.org vocabulary. The benchmark is ...
Paper accepted at ADBIS 2023
The paper “Using ChatGPT for Entity Matching” by Ralph Peeters and Christian Bizer was accepted at ADBIS 2023.
WDC Products: Multi-Dimensional Entity Matching Benchmark released
We are happy to announce the release of the multi-dimensional WDC Products Benchmark for entity matching. WDC Products is based on product data that has been extracted in 2020 from 3259 e-shops that mark up product offers within their HTML pages using the schema.org vocabulary. It contains overall ...
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