Big Data Technologies in DataBio
Publiceringsår
2021
Upphovspersoner
Södergård, Caj; Mildorf, Tomas; Berre, Arne J.; Tsalgatidou, Aphrodite; Charvát, Karel
Abstrakt
In this introductory chapter, we present the technological background needed for understanding the work in DataBio. We start with basic concepts of Big Data including the main characteristics volume, velocity and variety. Thereafter, we discuss data pipelines and the Big Data Value (BDV) Reference Model that is referred to repeatedly in the book. The layered reference model ranges from data acquisition from sensors up to visualization and user interaction. We then discuss the differences between open and closed data. These differences are important for farmers, foresters and fishermen to understand, when they are considering sharing their professional data. Data sharing is significantly easier, if the data management conforms to the FAIR principles. We end the chapter by describing our DataBio platform that is a software development platform. It is an environment in which a piece of software is developed and improved in an iterative process providing a toolset for services in agriculture, forestry and fishery. The DataBio assets are gathered on the DataBio Hub that links to content both on the DataBio website and to Docker software repositories on clouds.
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Publikationstyp
Publikationsform
Artikel
Moderpublikationens typ
Samlingsverk
Artikelstyp
Annan artikel
Målgrupp
VetenskapligKollegialt utvärderad
Kollegialt utvärderadUKM:s publikationstyp
A3 Del av bok eller annat samlingsverkPublikationskanalens uppgifter
Moderpublikationens namn
Big Data in Bioeconomy: Results from the European DataBio Project
Moderpublikationens redaktörer
Södergård, Caj; Mildorf, Tomas; Habyarimana, Ephrem; Berre, Arne J.; Fernandes, Jose A.; Zinke-Wehlmann, Christian
Förläggare
Sidor
3-15
ISBN
Publikationsforum
Publikationsforumsnivå
2
Öppen tillgång
Öppen tillgänglighet i förläggarens tjänst
Ja
Licens för förläggarens version
CC BY
Parallellsparad
Nej
Övriga uppgifter
Vetenskapsområden
El-, automations- och telekommunikationsteknik, elektronik
Nyckelord
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Språk
engelska
Internationell sampublikation
Ja
Sampublikation med ett företag
Ja
DOI
10.1007/978-3-030-71069-9_1
Publikationen ingår i undervisnings- och kulturministeriets datainsamling
Ja