Perspectives on Logics for Data-driven Reasoning

Name: Perspectives on Logics for Data-driven Reasoning
Brand: Springer, Berlin
SKU: 9783031778919
Price: 771.57 RON
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Autor: Hykel Hosni, Jürgen Landes

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Editura: Springer, Berlin

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This book calls for a rethinking of logic as the core methodological tool for scientific reasoning i...

Informații despre carte

Autor

Hykel Hosni, Jürgen Landes

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2025

Pagini

207

EAN

9783031778919

Enbook ID

47145767

Editura

Springer, Berlin

Greutate

450

Dimensiuni

155 x 235

Descriere completă

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.

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