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Perspectives On Logics For Data-Driven Reasoning eBook

language: english
Publisher: Springer Nature Switzerland, January of 2025 ‧
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This book calls for a rethinking of logic as the core methodological tool for scientific reasoning in the context of a steadily increasing emphasis on data-centered science. To do so it provides a state-of-the-art presentation of the role logic can have in making the most of the current opportunities while making explicit the key challenges opened up by the data-driven age of scientific research.

Particular attention is given to the following four core fields and applications: Reasoning with correlations (medical, life-science applications); logics for statistical inference (machine learning, and societal applications thereof); reasoning with evidence (defining good evidence); causal reasoning (forensic reasoning).

The book collects contributions from key logicians, methodologists and scientists. This multidisciplinary perspective benefits both scientists and logicians interested in data-driven science. Scientists are introduced to logics that go beyond classical and thus are applicable to reasoning with data; Logicians have a change to focus on the potential applications of their methods and techniques to pressing scientific problems. This book is, therefore, of interest to scientists and logicians working on data-centered science.

Perspectives On Logics For Data-Driven Reasoning

Property Description
ISBN: 9783031778926
Publisher: Springer Nature Switzerland
Release Date: January of 2025
Language: English
Format: eBook
File Format and Compatibility:
Collection: Logic, Argumentation & Reasoning
Categories: eBooks in English > Social Sciences and Humanities > Philosophy
EAN: 9783031778926
Acessibilidade: Ver características de acessibilidade indicadas pelo editor

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