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Data-centric biology : a philosophical study /
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...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chicago ; London :
The University of Chicago Press,
2016.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.