Reasoning Web. Causality, Explanations and Declarative Knowledge

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

AvLeopoldo Bertossi,Guohui Xiao

Häftad, Engelska, 2023

Del 13759 i serien Lecture Notes in Computer Science

639 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2023-04-28
Mått:155 x 235 x 13 mm
Vikt:347 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:211
Förlag:Springer International Publishing AG
ISBN:9783031314131

Utforska kategorier

Informationsteknik: allmänt inom Data och IT
Databaser inom Data och IT
Tillämpad datateknik inom Data och IT

Mer om författaren

Leopoldo Bertossi,Skema Business School, Montreal, CanadaGuohui XiaoUniversity of Bergen, Bergen, Norway

Recensioner i media

“The book is highly recommended for a variety of readers. Undergraduate and graduate students should find it useful, especially the initial chapters, while the later chapters are best suited for a specialized audience. As an additional benefit, a YouTube playlist is available, which includes video lectures on the topics covered by the book and more.” (Corrado Mencar, Computing Reviews, October 15, 2024)

Innehållsförteckning

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.