Data-centric biology : a philosophical study /

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In recent decades, there has been a major shift in the way researchers process and understand scientific data. Digital access to data has revolutionized ways of doing science in the biological and biomedical fields, leading to a data-intensive paradigm for research that uses innovative methods to pr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Leonelli, Sabina (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chicago ; London : The University of Chicago Press, 2016.
Temas:
Biology > Data processing > Philosophy.
Biology > Research > Philosophy.
Knowledge, Theory of.
Biology > Research > Sociological aspects.
Research > Philosophy.
Philosophy.
Biological Phenomena
Philosophy
Information Storage and Retrieval
Biologie > Informatique > Philosophie.
Biologie > Recherche > Philosophie.
Théorie de la connaissance.
Biologie > Recherche > Aspect sociologique.
Recherche > Philosophie.
Philosophie.
epistemology.
philosophy.
NATURE > Reference.
SCIENCE > Life Sciences > Biology.
SCIENCE > Life Sciences > General.
Biology > Research > Philosophy
Biology > Research > Sociological aspects
Knowledge, Theory of
Research > Philosophy
Wissenschaftsphilosophie
Datenverarbeitung
Biologie
Open Data.
Open Science.
big data.
data science.
data.
database.
evidence.
scientific epistemology.
scientific methods.
Acceso en línea:Texto completo
Descripción
Sumario:In recent decades, there has been a major shift in the way researchers process and understand scientific data. Digital access to data has revolutionized ways of doing science in the biological and biomedical fields, leading to a data-intensive paradigm for research that uses innovative methods to produce, store, distribute, and interpret huge amounts of data. In Data-Centric Biology, Sabina Leonelli probes the implications of these advancements and confronts the questions they pose. Are we witnessing the rise of an entirely new scientific epistemology? If so, how does that alter the way we study and understand life including ourselves? Leonelli is the first scholar to use a study of contemporary data-intensive science to provide a philosophical analysis of the epistemology of data. In analyzing the rise, internal dynamics, and potential impact of data-centric biology, she draws on scholarship across diverse fields of science and the humanities as well as her own original empirical material to pinpoint the conditions under which digitally available data can further our understanding of life. What, under these new conditions, counts as scientific evidence? And how do we actually turn data into new knowledge? Bridging the divide between historians, sociologists, and philosophers of science, "Data-Centric Biology" offers a nuanced account of an issue that is of fundamental importance to our understanding of contemporary scientific practices
Descripción Física:1 online resource (vi, 275 pages) : illustrations
Bibliografía:Includes bibliographical references and index.
ISBN:9780226416502
022641650X

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