Genomics and data science: an application within an umbrella.
Genome Biol
; 20(1): 109, 2019 05 29.
Article
em En
| MEDLINE
| ID: mdl-31142351
ABSTRACT
Data science allows the extraction of practical insights from large-scale data. Here, we contextualize it as an umbrella term, encompassing several disparate subdomains. We focus on how genomics fits as a specific application subdomain, in terms of well-known 3 V data and 4 M process frameworks (volume-velocity-variety and measurement-mining-modeling-manipulation, respectively). We further analyze the technical and cultural "exports" and "imports" between genomics and other data-science subdomains (e.g., astronomy). Finally, we discuss how data value, privacy, and ownership are pressing issues for data science applications, in general, and are especially relevant to genomics, due to the persistent nature of DNA.
Texto completo:
1
Base de dados:
MEDLINE
Assunto principal:
Genômica
/
Ciência de Dados
Idioma:
En
Ano de publicação:
2019
Tipo de documento:
Article