Data Science/en

=Data Science=

Involved People

Dr. Michael Färber

Dr.-Ing. Tobias Käfer

Prof. Dr. Sanja Lazarova-Molnar

M.Sc. Ebrahim Norouzi

M.Sc. Nicholas Popovic

M.Sc. Zhan Qu

M.Sc. Fabian Rybinski

Prof. Dr. York Sure-Vetter

M.Sc. Angew. Inf. Meike Ullrich

Teaching

Type	Term	Name	Link
Seminar	SS	Data Science & Real-Time Big Data Analytics	Lehre/Praktikum Data Science & Real-time Big Data Analytics
Seminar	SS	Graph Representation Learning	Lehre/Seminar Graph Representation Learning
Seminar	SS	Knowledge Discovery and Data Mining	Lehre/Seminar Knowledge Discovery and Data Mining
Vorlesung	WS	Applications of AI	Lehre/Vorlesung Anwendungen der Künstlichen Intelligenz
Vorlesung	WS	Knowledge Discovery	Lehre/Vorlesung Knowledge Discovery
Vorlesung	SS	Semantic Web Technologies	Lehre/Vorlesung Semantic Web Technologies

Active Projects

KIWI

SDC MoMaF External Link: https://momaf.scc.kit.edu/

SofDCar External Link: https://www.sofdcar.de

Publications Belonging to the Area of Research

article

 - inproceedings

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Article

Michael Färber, Lin Ao
The Microsoft Academic Knowledge Graph Enhanced: Author Name Disambiguation, Publication Classification, and Embeddings
Quantitative Science Studies, Februar, 2022
(Details)

Konstantin D. Pandl, Scott Thiebes, Manuel Schmidt-Kraepelin, Ali Sunyaev
How detection ranges and usage stops impact digital contact tracing effectiveness for COVID-19
Scientific Reports, 11, (1), pages 9414, Mai, 2021
(Details)

Michael Färber, Carsten Menne, Andreas Harth
A Linked Data Wrapper for CrunchBase
Semantic Web Journal, 9, (4), pages 505–5015, 2018
(Details)

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inproceedings

Konstantin D. Pandl, Fabian Feiland, Scott Thiebes, Ali Sunyaev
Trustworthy machine learning for health care: scalable data valuation with the shapley value
Proceedings of the Conference on Health, Inference, and Learning, pages: 47–57, Association for Computing Machinery (ACM), April, 2021
(Details)

Michael Färber, Victoria Burkard, Adam Jatowt, Lim Sora
A Multidimensional Dataset Based on Crowdsourcing for Analyzing and Detecting News Bias
Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM'20), ACM, Galway, Ireland
(Details)

Michael Färber
Analyzing the GitHub Repositories of Research Papers
Proceedings of the 20th ACM/IEEE Joint Conference on Digital Libraries (JCDL'20), ACM, Xi'an, China
(Details)

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