TY - JOUR
T1 - AI applications of data sharing in agriculture 4.0: A framework for role-based data access control
AU - Spanaki, Konstantina
AU - Karafili, Erisa
AU - Despoudi, Stella
PY - 2021/8
Y1 - 2021/8
N2 - Industry 4.0 and the associated IoT and data applications are evolving rapidly and expand in various fields. Industry 4.0 also manifests in the farming sector, where the wave of Agriculture 4.0 provides multiple opportunities for farmers, consumers and the associated stakeholders. Our study presents the concept of Data Sharing Agreements (DSAs) as an essential path and a template for AI applications of data management among various actors. The approach we introduce adopts design science principles and develops role-based access control based on AI techniques. The application is presented through a smart farm scenario while we incrementally explore the data sharing challenges in Agriculture 4.0. Data management and sharing practices should enforce defined contextual policies for access control. The approach could inform policymaking decisions for role-based data management, specifically the data-sharing agreements in the context of Industry 4.0 in broad terms and Agriculture 4.0 in specific.
AB - Industry 4.0 and the associated IoT and data applications are evolving rapidly and expand in various fields. Industry 4.0 also manifests in the farming sector, where the wave of Agriculture 4.0 provides multiple opportunities for farmers, consumers and the associated stakeholders. Our study presents the concept of Data Sharing Agreements (DSAs) as an essential path and a template for AI applications of data management among various actors. The approach we introduce adopts design science principles and develops role-based access control based on AI techniques. The application is presented through a smart farm scenario while we incrementally explore the data sharing challenges in Agriculture 4.0. Data management and sharing practices should enforce defined contextual policies for access control. The approach could inform policymaking decisions for role-based data management, specifically the data-sharing agreements in the context of Industry 4.0 in broad terms and Agriculture 4.0 in specific.
KW - Agriculture 4.0
KW - Artificial intelligence
KW - Data sharing
KW - Design science
KW - Role-based access control
UR - http://www.scopus.com/inward/record.url?scp=85103690654&partnerID=8YFLogxK
U2 - 10.1016/j.ijinfomgt.2021.102350
DO - 10.1016/j.ijinfomgt.2021.102350
M3 - Article
SN - 0268-4012
VL - 59
JO - International Journal of Information Management
JF - International Journal of Information Management
M1 - 102350
ER -