Title :
Quality Skyline in Sensor Database
Author :
Yang, Tian ; Liao, Zaifei ; Lu, Xinjie ; Wang, Hongan
Author_Institution :
Chinese Acad. of Sci., Grad. Univ., Beijing, China
Abstract :
Data quality of sensor database is very important in industrial applications. An appropriate time period can improve the quality of result of high-level applications. In this paper we present a quality assessment and then give an algorithm to detect a quality skyline in a sensor dataset with stationary assumption. This algorithm returns an appropriate length of time period that query with a longer time period will get a result with stationary data quality.
Keywords :
data handling; data warehouses; sensors; quality assessment; quality skyline; sensor database; stationary data quality; Application software; Computer science; Data analysis; Databases; Logistics; Production; Quality assessment; Radar tracking; Sensor phenomena and characterization; Software quality; data quality; data quality assessment;
Conference_Titel :
Database Technology and Applications, 2009 First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3604-0
DOI :
10.1109/DBTA.2009.10