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Data Quality

Abstract

There is a need to measure the quality of data to be able to determine if data are useful for different purposes and to be able to determine if different methods for protection of the quality of data are effective. Data are symbols from a given set which do not have a given meaning. The receiver interprets data in his context as information. If the interpretation is different from the collectors interpretation, data will from the receivers point of view have a poor quality. Data will not give a true image of the objects. Data quality is defined as the usefulness of data for a given purpose and a given user. In this thesis we present a reference model of data usage for decision making. The model is used to define data quality and to propose how data quality can be measured. We also propose some methods for utilising given data for a given purpose to achieve ideal decisions. We also make a brief philosophical study of the data quality problem and the proposed model. 18 refs
Authors:
Publication Date:
Feb 01, 1993
Product Type:
Thesis/Dissertation
Report Number:
LIU-TEK-LIC-93-5
Reference Number:
SCA: 990301; PA: SWD-93:007389; EDB-94:022350; NTS-94:008794; ERA-19:007956; SN: 94001129782
Resource Relation:
Other Information: TH: Thesis (TeknL); PBD: Feb 1993; Related Information: Linkoeping Studies in Science and Technology, 363; Thesis
Subject:
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE; DECISION MAKING; DATA; QUALITY CONTROL; ACCURACY; 990301; DATA HANDLING
OSTI ID:
10117150
Research Organizations:
Linkoeping Univ. (Sweden). Dept. of Electrical Engineering
Country of Origin:
Sweden
Language:
English
Other Identifying Numbers:
Journal ID: ISSN 0280-7971; Other: ON: DE94730422; ISBN 91-7871-067-7; TRN: SE9307389
Availability:
OSTI; NTIS
Submitting Site:
SWD
Size:
86 p.
Announcement Date:
Jun 30, 2005

Citation Formats

Wadstroemer, N. Data Quality. Sweden: N. p., 1993. Web.
Wadstroemer, N. Data Quality. Sweden.
Wadstroemer, N. 1993. "Data Quality." Sweden.
@misc{etde_10117150,
title = {Data Quality}
author = {Wadstroemer, N}
abstractNote = {There is a need to measure the quality of data to be able to determine if data are useful for different purposes and to be able to determine if different methods for protection of the quality of data are effective. Data are symbols from a given set which do not have a given meaning. The receiver interprets data in his context as information. If the interpretation is different from the collectors interpretation, data will from the receivers point of view have a poor quality. Data will not give a true image of the objects. Data quality is defined as the usefulness of data for a given purpose and a given user. In this thesis we present a reference model of data usage for decision making. The model is used to define data quality and to propose how data quality can be measured. We also propose some methods for utilising given data for a given purpose to achieve ideal decisions. We also make a brief philosophical study of the data quality problem and the proposed model. 18 refs}
place = {Sweden}
year = {1993}
month = {Feb}
}