Litcius/Paper detail

An Ontological Knowledge Representation for Smart Agriculture

Bikram Pratim Bhuyan, Ravi Tomar, Maanak Gupta, Amar Ramdane-Chérif

20212021 IEEE International Conference on Big Data (Big Data)14 citationsDOIOpen Access PDF

Abstract

In order to provide the agricultural industry with the infrastructure it needs to take advantage of advanced technology, such as big data, the cloud, and the internet of things (IoT); smart farming is a management concept that focuses on providing the infrastructure necessary to track, monitor, automate, and analyse operations. To represent the knowledge extracted from the primary data collected is of utmost importance. An agricultural ontology framework for smart agriculture systems is presented in this study. The knowledge graph is represented as a lattice to capture and perform reasoning on spatio-temporal agricultural data.

Topics & Concepts

Computer scienceOntologyCloud computingAgricultureKnowledge representation and reasoningKnowledge graphBig dataInternet of ThingsData scienceKnowledge managementKnowledge-based systemsWorld Wide WebArtificial intelligenceData miningOperating systemPhilosophyBiologyEcologyEpistemologySmart Agriculture and AI