AIxIA Spotlight Seminars on AI: From Semantic Networks to Knowledge Graphs by Maurizio Lenzerini
While data constitute one of the most important components of an AI system, the majority of research efforts today focus on ML models and algorithms, with the properties of data feeding such algorithms playing a secondary role. Thus, shifting the attention to data has been proposed as one of the most timely topics in AI research, under the name of Data-Centric AI. Arguably, the field of Knowledge Representation and Reasoning (KRR), and in particular its connection to the area of Data Management (DM), can provide important contributions towards shaping the research on Data-Centric AI. In this talk I will try to summarize the most important steps of the research done at the crossing between KKR and DM in the last decades, from the early work on Semantic Networks to the investigation on ontologies and Knowledge Graphs.
More information at <https://aixia.it/wp-content/uploads/2022/04/Seminar_Lenzerini.pdf>
This seminar is given nationalwide and is part of the AIxIA Spotlight Seminars on AI - Spring 2022 of the Italian Association for Artificial Intelligence <https://aixia.it/incontri/spring2022/>.