Towards Semantic Integration of Heterogeneous Sensor Data with Indigenous Knowledge for Drought Forecasting

01/08/2016
by   Adeyinka K. Akanbi, et al.
0

In the Internet of Things (IoT) domain, various heterogeneous ubiquitous devices would be able to connect and communicate with each other seamlessly, irrespective of the domain. Semantic representation of data through detailed standardized annotation has shown to improve the integration of the interconnected heterogeneous devices. However, the semantic representation of these heterogeneous data sources for environmental monitoring systems is not yet well supported. To achieve the maximum benefits of IoT for drought forecasting, a dedicated semantic middleware solution is required. This research proposes a middleware that semantically represents and integrates heterogeneous data sources with indigenous knowledge based on a unified ontology for an accurate IoT-based drought early warning system (DEWS).

READ FULL TEXT
research
09/16/2018

Semantic Interoperability Middleware Architecture for Heterogeneous Environmental Data Sources

Data heterogeneity hampers the effort to integrate and infer knowledge f...
research
06/20/2017

A Framework for Accurate Drought Forecasting System Using Semantics-Based Data Integration Middleware

Technological advancement in Wireless Sensor Networks (WSN) has made it ...
research
10/22/2019

Towards Automated Management and Analysis of Heterogeneous Data Within Cannabinoids Domain

Cannabinoid research requires the cooperation of experts from various fi...
research
04/02/2021

ESTemd: A Distributed Processing Framework for Environmental Monitoring based on Apache Kafka Streaming Engine

Distributed networks and real-time systems are becoming the most importa...
research
09/02/2019

The Semantic Asset Administration Shell

The disruptive potential of the upcoming digital transformations for the...
research
06/22/2022

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data

Process management and process orchestration/execution are currently hot...
research
05/07/2020

Faceted Search of Heterogeneous Geographic Information for Dynamic Map Projection

This paper proposes a faceted information exploration model that support...

Please sign up or login with your details

Forgot password? Click here to reset