Web Science/en
Office: |
The research group "Web Science," headed by Dr. Färber, deals with data science and web science. The focus is on the development and application of artificial intelligence (AI) methods. This includes the semantic representation of knowledge through knowledge graphs, machine learning (e.g. for search and recommendation systems), and the processing of natural language.
The methods are primarily developed and used to support digitization in companies through intelligent systems. One example of this is the quick and easy integration of sensor data streams in Industry 4.0 applications. But also the support of scientists, the implementation of the FAIR principles and the further development of science communication in general are the focus. Examples of this are recommendation systems for scientific publications, data sets and methods, as well as methods for scientific impact quantification. Methods for assisting mediators in peacemaking are also increasingly being considered.
The methods are tested in practice together with industrial partners in research projects. The research group works closely with the Information Process Engineering research division of the FZI Research Center for Computer Science (FZI). Furthermore, the research group has numerous connections to national and international research institutions and companies.
Our Partner Institutes |
Student Program |
AIFB Portal Export |
2023-09-15: | 3 Research Associate positions open ("PhD Students") | |
2021-11-26: | PhD Student and Research Associate (f/m/d) | |
2021-11-23: | Smart Innovation Webinar | |
2021-01-24: | Machines for Peace | |
2020-10-01: | Dr.-Ing. Michael Färber is now substitute professor |
Titel DE | |
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Stellenausschreibung198 | Tutor*in für die Vorlesung Anwendungen der künstlichen Intelligenz |
Tutoren - Grundlagen der Informatik I | Tutoren/Tutorinnen - Grundlagen der Informatik I |
Stellenausschreibung185 | Studentische Hilfskraft (Hiwi) für Anwendungen der künstlichen Intelligenz zur Unterstützung der Landung von Flugzeugen |
Stellenausschreibung137 | Studentische Hilfskraft (Hiwi) für Machine Learning, Natural Language Processing und/oder Semantic Web-Technologien |
Stellenausschreibung159 | Hiwi-Stelle für PHP-Programmierung |
Stellenausschreibung155 | Studentische Hilfskraft (HiWi) für Web and Front-/Back-End Entwicklung |
Stellenausschreibung167 | Datenerhebung für Maschinelles Lernen in der Teilchenbeschleunigerphysik |
- Angewandte Informatik I: Modellierung (Lecture)
- Applications of AI (Lecture)
- Knowledge Discovery (Lecture)
- Linked Data and the Semantic Web (Seminar)
- Real-World Challenges in Data Science und Analytics (Seminar)
- Grundlagen der Informatik I (Lecture)
- Semantic Web Technologies (Lecture)
- Anwendungen von Semantic MediaWiki (Seminar)
- Data Science & Real-Time Big Data Analytics (Seminar)
- Graph Representation Learning (Seminar)
- Knowledge Discovery and Data Mining (Seminar)
- Christoph Braun
- Lucas Cazzonelli
- Boulos El-Asmar
- Michael Färber
- Felix Hertlein
- Jacqueline Höllig
- Tobias Käfer
- Walter Laurito
- Jin Liu
- Kristian Noullet
- Nicholas Popovic
- Zhan Qu
- Tarek Saier
- Chen Shao
- York Sure-Vetter
- Steffen Thoma
- Shuzhou Yuan
Cognitive Process Desginer |
CumulusRDF |
FAIRnets |
KB Statistics |
LDSpider |
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Linked Crunchbase |
Linked Data-Fu |
nLDE: Network of Linked Data Eddies |
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nxparser |
OLAP4LD |
Semantic MediaWiki Graph |
Semantic MediaWiki |
Semantic OLAP |
Semantic Text Annotator |
Semweb4j: RDF2Go and RDFReactor |
SparqlCharts |
Spartiqulation |
X-LiSA: Cross-lingual Semantic Annotation |
XKnowSearch!: Cross-lingual Semantic Search |
AWARE Ontology |
Billion Triples Challenge data set |
Crowdsourced DBpedia Quality Assessment |
CrunchBase Knowledge Graph |
DBpedia PageRank |
Dynamic Linked Data Observatory data set |
Eurostat Linked Data Wrapper |
KORE 50^DYWC |
Microsoft Academic Knowledge Graph |
NewsBias2020 |
unarXive |
xLiD-Lexica: Cross-lingual Linked Data Lexica |
DKG |
digilog@bw |
FOR5339 |
KIGLIS |
KIWI |
SMW |
STI2 |
SeReCo |
Software Campus |