{"product_id":"perspectives-on-logics-for-data-driven-reasoning-9783031778940","title":"Perspectives on Logics for Data-driven Reasoning","description":"\u003cp\u003e • Author(s): Hykel Hosni | Jürgen Landes\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Philosophy \u0026amp; Social Aspects\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e \u003cp\u003eParticular 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).\u003c\/p\u003e \u003cp\u003eThe 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":47658185130135,"sku":"9783031778940","price":10283.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783031778940.webp?v=1775817630","url":"https:\/\/atlanticbooks.com\/products\/perspectives-on-logics-for-data-driven-reasoning-9783031778940","provider":"Atlantic Books","version":"1.0","type":"link"}