Shows
Knowledge Graph InsightsFrank van Harmelen: Hybrid Human-Machine Intelligence for the AI Age – Episode 33Frank van Harmelen
Much of the conversation around AI architectures lately is about neuro-symbolic systems that combine neural-network learning tech like LLMs and symbolic AI like knowledge graphs.
Frank van Harmelen's research has followed this path, but he puts all of his AI research in the larger context of how these technical systems can best support people.
While some in the AI world seek to replace humans with machines, Frank focuses on AI systems that collaborate effectively with people.
We talked about:
his role as a professor of AI at the Vrije Universiteit in Amsterdam
how rapid change in the...2025-05-2229 min
The Connected Data PodcastSystems that learn and reason | Frank Van HarmelenAfter the amazing breakthroughs of machine learning (deep learning or otherwise) in the past decade, the shortcomings of machine learning are also becoming increasingly clear: unexplainable results, data hunger and limited generalisability are all becoming bottlenecks.
In this talk we will look at how the combination with symbolic AI (in the form of very large knowledge graphs) can give us a way forward, towards machine learning systems that can explain their results, that need less data, and that generalise better outside their training set.
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Frank van Harmelen leads the Knowledge Representation & Reasoning...2024-04-0128 min
Snoek op Zolder#2 met Frank van Harmelen (Vrije Universiteit), met een bonustrack van singer-songwriter Yanna PelserWe horen graag wat je van deze aflevering vindtIn episode #2 praten we met Frank van Harmelen - hoogleraar knowledge representation en reasoning aan de Vrije Universiteit - over het Discovery Lab waarin Elsevier, VU en UvA onderzoek doen naar het gebruik van AI om wetenschappers te ondersteunen in hun onderzoeksmethoden. We duiken in de twintig miljoen euro, tien jaar durende samenwerking tussen onderzoekers van zes Nederlandse universiteiten in het Hybrid Intelligence Center. En we gaan in op de onderzoeksachterstand van Europa ten opzichte van Amerika en China. En we hebben weer nieuwe muziek: in de muziekrubriek...2020-10-0138 min