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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
Dr. Ines Rehbein
Dr. Ioana Hulpus
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Dr. Christian Meilicke
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Rita Torres de Sousa
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Shashank Agnihotri
Katharina Prasse
Keyvan Amiri Elyasi
Darshit Pandya
Alexander Bubak
Patrick Betz
Alexander Brinkmann
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Lea Cohausz
Chia-Chien Hung
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Christopher Klamm
Adrian Kochsiek
Julie Naegelen
Keti Korini
Franz Krause
Steffen Jung
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Ricarda Link
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Ines Reinig
Michael Schlechtinger
Fabian David Schmidt
Sotaro Takeshita
Simon Forbat
Julia Gastinger
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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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Courses for Master Candidates
IE 695 Reinforcement Learning
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 678 Deep Learning
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 Seminar on Traffic Simulation & Analysis
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
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Data Analytics Team Project – Your Project, Your Team
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Praktische Informatik II
SM 445 Data and Web Science Seminar
SM 451 Seminar Ethical AI
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Einführung in Data Science
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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 PVLDB 2021
The paper “Dual-Objective Fine-Tuning of BERT for Entity Matching” by Ralph Peeters and Christian Bizer has been accepted for publication by the Proceedings of the VLDB Endowment (PVLDB) 2021. The paper will be presented at the VLDB 2021 conference in Copenhagen, Denmark in August.
WDC Schema.org Table Corpus released
We are happy to announce the release of the WDC Schema.org Table Corpus.
Credit: Anna Logue
WInte.r Web Data Integration Framework Version 1.4 released
We are happy to announce the release of Version 1.4 of the Web Data Integration Framework (WInte.r).
WebDataCommons releases 86.3 billion quads Microdata, Embedded JSON-LD, RDFa, and Microformat data originating from 15.3 million websites
The DWS group is happy to announce the new release of the WebDataCommons Microdata, JSON-LD, RDFa and Microformat data corpus.
Paper accepted for DI2KG
The paper “Intermediate Training of BERT for Product Matching” by Ralph Peeters, Christian Bizer and Goran Glavaš has been accepted for the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs (DI2KG) held in conjunction with VLDB 2020.
Paper accepted for CIKM
The paper “Profiling Entity Matching Benchmark Tasks” by Anna Primpeli and Christian Bizer has been accepted for the 29th International Conference on Information and Knowledge Management (CIKM) which will be held online this year.
Yaser Oulabi has successfully defended his PhD thesis
Yaser Oulabi has successfully defended his PhD thesis on „Augmenting Cross-Domain Knowledge Bases Using Web Tables“ today.
CfP: Benchmark Competition on Product Data Integration at ISWC 2020
Together with the University of Sheffield, we are organizing a benchmark competition on product data integration at the 19th International Semantic Web Conference (ISWC 2020). The competition consists of two tasks: Product Offer Matching and Product Classification. Submissions to both tasks are ...
44.2 billion quads Microdata, Embedded JSON-LD, RDFa, and Microformat data originating from 11.9 million websites published
The DWS group is happy to announce the new release of the WebDataCommons Microdata, JSON-LD, RDFa and Microformat data corpus. The data has been extracted from the November 2019 version of the Common Crawl covering 2.4 billion HTML pages which originate from 32 million websites (pay-level domains).
Christian Bizer gives keynote at JIST 2019
Professor Bizer was invited to give the keynote speech at the 9th Joint International Semantic Technology Conference (JIST2019) in Hangzhou, China.
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