公制(单位)
计算机科学
信息质量
质量(理念)
钥匙(锁)
多样性(控制论)
数据挖掘
信息模型
信息系统
数据科学
人工智能
工程类
数据库
计算机安全
认识论
电气工程
哲学
运营管理
作者
Horacio Paggi,Javier Soriano,Juan A. Lara,Ernesto Damiani
标识
DOI:10.1016/j.compeleceng.2020.106907
摘要
Managing information quality has become important in cyber-physical systems dealing with big data. In this regard, different models have been proposed, mainly in flat peer-to-peer networks, in which exchanging information efficiently is a key aspect due to scarce resources. However, little research has been conducted on information quality metrics for cyber-physical scenarios. In this paper, we propose an information quality metric and show its application to an information fusion model. It is a “model-oriented quality metric” since it allows non-predefined variants on its configuration depending on the application domain. The model was tested on several simulations using open datasets. The results obtained in the performance of the model confirm the validity of the information quality metric, proposed in this paper, on which the model is based. The model may have a wide variety of applications such as mobile recommendation or decision making in critical environments (emergencies, war, and so on).
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