Title
Data Streams Quality Evaluation For The Generation Of Alarms In Health Domain
Abstract
In this paper we present a proposal for managing data streams from sensors that are installed in patients' homes in order to monitor their health. It focuses on processing the sensors data streams taking into account data quality. In order to achieve this, a data quality model for this kind of data streams and an architecture for the monitoring system are proposed. Besides, our work induces a mechanism for avoiding false alarms generated by data quality problems.
Year
DOI
Venue
2014
10.1007/978-3-319-20370-6_16
WEB INFORMATION SYSTEMS ENGINEERING - WISE 2014 WORKSHOPS
Keywords
Field
DocType
Data quality, Data streaming, Smart home, Health monitoring, Sensors, Data quality model
Data mining,Data stream mining,Architecture,Data quality,Monitoring system,Computer science,Home automation,Database
Conference
Volume
ISSN
Citations 
9051
0302-9743
0
PageRank 
References 
Authors
0.34
9
3
Name
Order
Citations
PageRank
Saúl Fagúndez100.34
Joaquín Fleitas200.68
Adriana Marotta341.85