How Knowledge Graphs foster interoperability in Data Spaces
Ontologies, Taxonomies, Data Modeling | KGC 2023
•
27m
This presentation shows the approach of making use of Knowledge Graphs in Data Spaces and Data Markets to foster data- and semantic interoperability. Interoperability is the enabler of efficient and sustainable data sharing between organisations, either in a certain industry or across industries, either in the form of data trading or as data collaborations. This talk will explain the basic principles of Data Spaces, draw the problem statement of interoperability for value-added data sharing, and present the solution approach - including real world examples - of using Knowledge Graphs to foster Interoperability in Data Spaces.
Up Next in Ontologies, Taxonomies, Data Modeling | KGC 2023
-
Building an ontology for a Web3 graph...
Key aspects include:
– Balancing business focus with logic and precision; and use of AI-based ingestion
– Choice of predicates and entity types (classes), supplemented with taxonomies
– Entity disambiguation via disambiguation predicates and external identifier mapping
– Use of qualifiers for sup... -
Content Recommendation Systems: When ...
Recommendation systems are at the heart of many products we use today, helping us discover new music, expand our wardrobes, and navigate the massive amounts of information on the Internet to answer our search queries. In a world where efficiency and accuracy is paramount, and processing power and...
-
In Defense of Inconsistency, On Manag...
It is well known that work in AI fails to implement diverse viewpoints and generalize requirements adequately. Results are often unreliable, inaccurate and biased. The scope of this issue has only been magnified as LLMs have gained prominence and we need to be concerned about the trajectory of ho...
