An Ontology-Driven Solution for Capturing Spatial and Temporal Dynamics in Smart Agriculture

被引:0
|
作者
Cornei, Laura [1 ]
Cornei, Doru [2 ]
Fosalau, Cristian [2 ]
机构
[1] Alexandru Ioan Cuza Univ, Fac Comp Sci, Iasi, Romania
[2] Gheorghe Asachi Tech Univ, Fac Elect Engn, Iasi, Romania
来源
RESEARCH CHALLENGES IN INFORMATION SCIENCE, PT I, RCIS 2024 | 2024年 / 513卷
关键词
Ontology; Knowledge Base; Time Series Forecasting; IoT;
D O I
10.1007/978-3-031-59465-6_4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Semantic web technologies have been frequently used in smart agriculture systems to address integration and interoperability issues, while enhancing expressiveness through their automatic reasoning capabilities. Despite continuous advancements in the field, there is no existent ontology capable of providing a comprehensive representation of the spatial and temporal knowledge, essential in the context of smart farming. In this paper we propose such a model, pass it through a rigorous validation and verification process, and employ it as a representational layer in an IoT agricultural application. The resulting system utilizes real-world high-quality information to offer various functionalities, including crop health monitoring and disease risk forecasting. This work opens a new perspective regarding the development of smart farming applications, by enabling ontological models to fully exploit the spatial and temporal dimensions of agricultural information.
引用
收藏
页码:49 / 65
页数:17
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