Agri-IoT: A Semantic Framework for Internet of Things-enabled Smart Farming Applications

被引:0
|
作者
Kamilaris, Andreas [1 ]
Gao, Feng [2 ]
Prenafeta-Boldu, Francesc X. [1 ]
Ali, Muhammad Intizar [2 ]
机构
[1] GIRO Joint Res Unit IRTA UPC, Barcelona, Spain
[2] Natl Univ Ireland, Insight Ctr Data Analyt, Galway, Ireland
基金
爱尔兰科学基金会;
关键词
Internet of Things; Smart Farming; Agriculture; Framework; Semantic Web; WEB;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the recent advancement of the Internet of Things (IoT), it is now possible to process a large number of sensor data streams using different large-scale IoT platforms. These IoT frameworks are used to collect, process and analyse data streams in real-time and facilitate provision of smart solutions designed to provide decision support. Existing IoT-based solutions are mainly domain-dependent, providing stream processing and analytics focusing on specific areas (smart cities, healthcare etc.). In the context of agri-food industry, a variety of external parameters belonging to different domains (e. g. weather conditions, regulations etc.) have a major influence over the food supply chain, while flexible and adaptive IoT frameworks, essential to truly realize the concept of smart farming, are currently inexistent. In this paper, we propose Agri-IoT, a semantic framework for IoTbased smart farming applications, which supports reasoning over various heterogeneous sensor data streams in real-time. AgriIoT can integrate multiple cross-domain data streams, providing a complete semantic processing pipeline, offering a common framework for smart farming applications. Agri-IoT supports large-scale data analytics and event detection, ensuring seamless interoperability among sensors, services, processes, operations, farmers and other relevant actors, including online information sources and linked open datasets and streams available on the Web.
引用
收藏
页码:442 / 447
页数:6
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