The first winter school of the KnowGraphs takes place on February 23rd – 25th, 2021. The goals of this school are:
Details of the single talks will be added soon.
Presenter: Prof. Dr. Sören Auer
Abstract: The availability of large-scale datasets has unleashed an enormous potential of making computers smarter and gave rise to cognitive computing. In order to realize the potential of AI a common understanding of the structure and meaning of data (e.g. to be used as training or evaluation data) must be established. We can leverage vocabularies, Linked Data, knowledge graphs or Semantic Data Lakes for that purpose. In this talk we give an overview on knowledge graphs, which all help to realize the emerging concept of hybrid AI, where large-scale, rich semantic data and knowledge tightly interacts with machine learning and analytics. We discuss some enterprise applications and present with the Open Research Knowledge Graph a use case and approach for semantically describing and organizing scientific contributions to empower researchers to master the flood of staticscientific publications.
Presenter: Dr. Martin Voigt
Presenter: PD. Dr.-Ing. habil. Anni-Yasmin Turhan
Presenter: Prof. Dr. Roberto Navigli
Abstract: The amount of structured, semi-structured and unstructured data in organisations is growing heavily and data and information is often stored in silos inside of department solutions, but organisations are interested in unified 360 degree views on their data and information to be able to make precise and sustainable decisions. Enterprise Knowledge Graphs can solve this problem by integrating data and information from heterogeneous sources in different formats by mapping it to one or more central knowledge models and linking it to each other in the form of a Knowledge Graph. This talk will provide a short introduction into the problem statement and why and how Knowledge Graphs can help, furthermore it gives a short introduction into PoolParty Semantic Suite, a Semantic Middleware for powerful Knowledge Graph applications and finally it will provide an overview of the most important use cases that Enterprise Knowledge Graphs can solve.
Presenter: Prof. Dr. Steffen Staab
Presenter: Asst. Prof. Dr. Sabrina Kirrane
Presenter: Dr. Peter Haase
Presenter: Prof. Dr. Jeanne Pia Mifsud Bonnici
The winter school will take place online using the BigBlueButton platform. Registered participants will receive a link to the room via mail before the winter school starts.
People external to the KnowGraphs project can participate in the winter school. Please contact Michael Röder before February 20th via mail for registration.