- From: Olaf Hartig <olaf.hartig@liu.se>
- Date: Wed, 17 Jan 2024 11:56:51 +0000
- To: "semantic-web@w3.org" <semantic-web@w3.org>
Dear all, This is just a gentle reminder that there will be Ilaria Tiddi's talk today, "Explainability with Knowledge Graphs: what have we learnt?" Best, Olaf On Tue, 2024-01-09 at 21:45 +0100, Olaf Hartig wrote: > Dear all, > > I am happy to announce the next talk in the online talk series [1] of > the COST Action on Distributed Knowledge Graphs (DKG) [2], in > collaboration with the Semantic Web Science Association (SWSA) [3]. > > On January 17 at 18:00 CET / 12:00 EST, Ilaria Tiddi (Vrije > Universiteit Amsterdam) will talk about: > > Explainability with Knowledge Graphs: what have we learnt? > > Abstract: > We hear about explanations for AI all the time these days, since the > the latest (deep) machine learning solutions revealed to provide > highly > accurate, but hardly scrutable and interpretable decisions. In 2013, > we > were looking into using Knowledge Graphs to create explanations from > ML > outputs, well before we even heard of the term eXplainable AI (XAI, > coined by DARPA in 2017). In this teasing talk, we will look into > this > work from today’s perspective, including what has been done in this > context, whether it is still useful and relevant, and whether the > same > methods still apply. We will conclude with a discussion on the future > of these ideas, hoping to foster new research in this direction. > > Speaker: > Ilaria Tiddi is an Assistant Professor in Hybrid Intelligence at the > Knowledge in AI (KAI) group of the Vrije Universiteit Amsterdam (NL). > Her research focuses on creating systems that generate complex > narratives through a combination of semantic technologies, open data > and machine learning, applied mostly in scientific and robotics > scenarios. She is Editor-in-Chief of the CEUR-WS publication, part of > the Steering Committee for the Hybrid Human-AI Conference, and > Coordinator of the international Staff Exchange for the Dutch Hybrid > Intelligence consortium. Since 2014, she is regularly active in the > OCs/PCs of the major venues in the KR field (ISWC/ESWC, HHAI, WWW, > CIKM, IJCAI/ECAI). > > > The talk will be live streamed at our YouTube channel: > https://www.youtube.com/@costdkg4356/streams > > > In addition to Ilaria's talk, mark your calendars already for the > following upcoming talks in the talk series. > > * Mayank Kejriwal (University of Southern California) > "Neurosymbolic Approaches for Robust Domain-Specific Semantic Search: > Current Progress and Future Opportunities" > January 31 at 18:00 CET / 12:00 EST > > * Mark A. Musen (Stanford University) > "Semantic Technology in Science: Enhancing Data Stewardship in > Support > of New Discovery" > March 4 at 18:00 CET / 12:00 EST > > * Peter F. Patel-Schneider > "Does the Knowledge Graphs Community care about semantics?" > April 17 at 18:00 CET / 12:00 EST > > > Best regards, > Olaf > > [1] https://cost-dkg.eu/talks > [2] https://cost-dkg.eu/ > [3] https://swsa.semanticweb.org/ >
Received on Wednesday, 17 January 2024 11:57:00 UTC