Article (Scientific journals)
A new Collaborative Platform for Research in Smart Farming
Debauche, Olivier; Mahmoudi, Saïd; Manneback, Pierre et al.
2020In Procedia Computer Science, 177, p. 450-455
Peer reviewed
 

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Keywords :
Animal Behavior; Behavior Analysis; Sharing Platform
Abstract :
[en] The sharing of experimental dataset and benchmark between researchers is particularly import for the cross validation of models and algorithms that have been developed. In practice the sharing of data is difficult because certain legislations must be respected such as protecting privacy, copyrights, information confidentiality…etc. In this paper, we propose a scientific collaborative platform to share, exchange, and transfer data, applications, and models between researchers. This is only possible if we implement a high-level of encryption and security. The choice of encryption algorithms is crucial to ensure a long-term high level of protection against theft, willful alteration, and falsification. Our platform has been experimented within a community of researchers interested in cow behavior analysis based on Inertial Movement Unit and GPS data acquired by iPhone at high frequency (100 Hz).
Disciplines :
Computer science
Author, co-author :
Debauche, Olivier  ;  Université de Liège - ULiège > Terra
Mahmoudi, Saïd
Manneback, Pierre
Bindelle, Jérôme  ;  Université de Liège - ULiège > Département GxABT > Ingénierie des productions animales et nutrition
Lebeau, Frédéric  ;  Université de Liège - ULiège > Département GxABT > Biosystems Dynamics and Exchanges
Language :
English
Title :
A new Collaborative Platform for Research in Smart Farming
Publication date :
11 November 2020
Journal title :
Procedia Computer Science
eISSN :
1877-0509
Publisher :
Elsevier, Amsterdam, Netherlands
Volume :
177
Pages :
450-455
Peer reviewed :
Peer reviewed
Available on ORBi :
since 16 September 2020

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