Skip to main navigation
Skip to page content
Skip to footer
Home
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
Dr. Sven Hertling
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
Ines Reinig
Michael Schlechtinger
Fabian David Schmidt
Sotaro Takeshita
Simon Forbat
Julia Gastinger
Affiliated PhD Students
Patrick Müller
Administration
Alumni
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
Machine Learning
Context Matters
CosPGD
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 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
Team Projects
Course Archive
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
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
Menu
×
University of Mannheim
Data and Web Science Group
News-Archiv
DWS Area: Web-based Systems
previous
1
2
3
4
5
next
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 ...
WebDataCommons releases 86.4 billion quads Microdata, Embedded JSON-LD, RDFa, and Microformat data originating from 14.2 million websites
The DWS group is happy to announce the new release of the WebDataCommons Microdata, JSON-LD, RDFa and Microformat data corpus.
SOTAB wins Dataset Track of SemTab Challenge at ISWC 2022
We are happy to announce that the Web Data Commons – Schema.org Table Annotation Benchmark (WDC SOTAB) has won the Dataset Track of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab) at the International Semantic Web Conference 2022.
Anna Primpeli has successfully defended her PhD Thesis
Anna Primpeli has successfully defended her PhD thesis titled “Reducing the Labeling Effort for Entity Resolution using Distant Supervision and Active Learning” today.
Team WBSG wins ACM SIGMOD Programming Contest 2022
We are happy to announce that team WBSG consisting of the PhD students Alexander Brinkmann and Ralph Peeters has won the ACM SIGMOD Programming Contest 2022. Altogether 55 teams from all over the world participated in the contest.
Two Papers accepted at ESWC 2022
We are happy to announce that the papers “Impact of the Characteristics of Multi-Source Entity Matching Tasks on the Performance of Active Learning Methods” by Anna Primpeli and Christian Bizer and the paper “Supervised Knowledge Aggregation for Knowledge Graph Completion” by Patrick Betz, Christian ...
Two Posters about Product Matching using Deep Learning accepted at WWW2022 Conference
We are happy to announce that two posters about product matching using deep learning have been accepted at ACM TheWebConf 2022 (WWW2022). The conference takes place 25 – 29 April 2022. Below, you find the titles and abstracts of both posters as well as links to the arxiv pre-prints.
WebDataCommons releases 82.1 billion quads Microdata, Embedded JSON-LD, RDFa, and Microformat data originating from 14.6 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 at ISWC 2021
The paper “Graph-boosted Active Learning for Multi-Source Entity Resolution” by Anna Primpeli and Christian Bizer was accepted at ISWC 2021.
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.
previous
1
2
3
4
5
next
In order to improve performance and enhance the user experience for the visitors to our website, we use cookies and store anonymous usage data. For more information please read our
privacy policy
.
Allow
Reject
Tracking cookies are currently allowed.
Do not allow tracking cookies
Tracking cookies are currently not allowed.
Allow tracking cookies