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Reasoning Web. Causality, Explanations and Declarative Knowledge

Name: Reasoning Web. Causality, Explanations and Declarative Knowledge
Brand: Springer, Berlin
SKU: 43123851
Price: 58.43 EUR
Availability: InStock
Author: Leopoldo Bertossi
ISBN: 9783031314131

18th International Summer School 2022, Berlin, Germany, September 27-30, 2022, Tutorial Lectures

Leopoldo Bertossi

Guohui Xiao

Langue

Anglais

Livre Livre de poche

Code Libristo: 43123851

Éditeurs Springer, Berlin, septembre 2023

The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techni... Description détaillée

Code Libristo: 43123851

142 b

58.43 €

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The purpose of the Reasoning Web Summer School is to disseminate recent advances on reasoning techniques and related issues that are of particular interest to Semantic Web and Linked Data applications. It is primarily intended for postgraduate students, postdocs, young researchers, and senior researchers wishing to deepen their knowledge. As in the previous years, lectures in the summer school were given by a distinguished group of expert lecturers. The broad theme of this year's summer school was "Reasoning in Probabilistic Models and Machine Learning" and it covered various aspects of ontological reasoning and related issues that are of particular interest to Semantic Web and Linked Data applications. The following eight lectures were presented during the school: Logic-Based Explainability in Machine Learning; Causal Explanations and Fairness in Data; Statistical Relational Extensions of Answer Set Programming; Vadalog: Its Extensions and Business Applications; Cross-Modal Knowledge Discovery, Inference, and Challenges; Reasoning with Tractable Probabilistic Circuits; From Statistical Relational to Neural Symbolic Artificial Intelligence; Building Intelligent Data Apps in Rel using Reasoning and Probabilistic Modelling.