Integrating Heterogeneous Data of Healthcare Devices to enable Domain Data Management

IF 0.7 Q3 EDUCATION & EDUCATIONAL RESEARCH Journal of E-Learning and Knowledge Society Pub Date : 2018-01-31 DOI:10.20368/1971-8829/1450
A. Carbonaro, F. Piccinini, Roberto Reda
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引用次数: 23

Abstract

The growth of data produced for example by IoT devices has playing a major role in developing healthcare applications able to effectiveness handle the vast amount of information. The challenge lies in representing volumes of data, integrating and understanding their various formats and sources. Cognitive computing systems offer promise for analysing, accessing, integrating, and investigating data in order to improve outcomes across many domains, including healthcare. This paper presents an ontology-based system for the eHealth domain. It provides semantic interoperability among heterogeneous IoT fitness and wellness devices and facilitates data integration and sharing. The novelty of the proposed approach lies in exploiting semantic web technologies to explicitly describe the meaning of sensor data and define a common communication strategy for information representation and exchange.
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集成医疗保健设备的异构数据以实现域数据管理
例如,物联网设备产生的数据的增长在开发能够有效处理大量信息的医疗保健应用程序方面发挥了重要作用。挑战在于表示大量的数据,集成和理解它们的各种格式和来源。认知计算系统为分析、访问、集成和调查数据提供了希望,从而改善包括医疗保健在内的许多领域的结果。本文提出了一个基于本体的电子健康领域系统。它在异构物联网健身和健康设备之间提供语义互操作性,并促进数据集成和共享。该方法的新颖之处在于利用语义web技术来明确地描述传感器数据的含义,并定义用于信息表示和交换的通用通信策略。
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来源期刊
Journal of E-Learning and Knowledge Society
Journal of E-Learning and Knowledge Society EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
2.30
自引率
0.00%
发文量
0
审稿时长
12 weeks
期刊介绍: SIe-L , Italian e-Learning Association, is a non-profit organization who operates as a non-commercial entity to promote scientific research and testing best practices of e-Learning and Distance Education. SIe-L consider these subjects strategic for citizen and companies for their instruction and education.
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