Skip to search
Skip to main content
Catalog
Help
Feedback
Your Account
Library Account
Bookmarks
(
0
)
Search History
Search in
Keyword
Title (keyword)
Author (keyword)
Subject (keyword)
Title starts with
Subject (browse)
Author (browse)
Author (sorted by title)
Call number (browse)
search for
Search
Advanced Search
Bookmarks
(
0
)
Princeton University Library Catalog
Start over
Cite
Send
to
SMS
Email
EndNote
RefWorks
RIS
Printer
Bookmark
Data-centric biology : a philosophical study / Sabina Leonelli.
Author
Leonelli, Sabina
[Browse]
Format
Book
Language
English
Published/Created
Chicago ; London : The University of Chicago Press, [2016]
©2016
Description
vi, 275 pages : illustrations ; 24 cm
Availability
Available Online
Ebook Central Perpetual, DDA and Subscription Titles
Copies in the Library
Location
Call Number
Status
Location Service
Notes
Firestone Library - Stacks
QH331 .L5283 2016
Browse related items
Request
Details
Subject(s)
Biology
—
Data processing
—
Philosophy
[Browse]
Biology
—
Research
—
Philosophy
[Browse]
Knowledge, Theory of.
[Browse]
Biology
—
Research
—
Sociological aspects
[Browse]
Research
—
Philosophy
[Browse]
Philosophy
[Browse]
Summary note
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.
Bibliographic references
Includes bibliographical references (pages 203-262) and index.
Contents
Data journeys. Making data travel: technology and expertise; The rise of online databases in biology; Packaging data for travel; The emerging power of database curators; Data journeys and other metaphors of travel
Managing data journeys: social structures; The institutionalization of data packaging; Centralization, dissent, and epistemic diversity; Open data as global commodities; Valuing data
Data-centric science. What counts as data?; Data in the philosophy of science; A relational framework; The nonlocality of data; Packaging and modeling
What counts as experiment?; Capturing embodied knowledge; When standards are not enough; Distributed reasoning in data journeys; Dreams of automation and replicability
What counts as theory?; Classifying data for travel; Bio-ontologies as classificatory theories; The epistemic role of classification; Features of classificatory theories; Theory in data-centric science
Implications for biology and philosophy. Researching life in the digital age; Varieties of data integration, different ways to understand organisms; The impact of data centrism: dangers and exclusions; The novelty of data centrism: opportunities and future developments
Handling data to produce knowledge; Problematizing context; From contexts to situations; Situating data in the digital age.
Show 4 more Contents items
ISBN
9780226416335 ((cloth ; : alk. paper))
022641633X ((cloth ; : alk. paper))
9780226416472 ((pbk. ; : alk. paper))
022641647X ((pbk. ; : alk. paper))
LCCN
2016015882
OCLC
944087653
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage.
Read more...
Other views
Staff view
Ask a Question
Suggest a Correction
Report Harmful Language
Supplementary Information
Other versions
Data-Centric Biology : A Philosophical Study / Sabina Leonelli.
id
99130261281906421