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Data Quality Assessment of Company's Maintenance Reporting: A Case Study
Madhikermi, Manik; Kubler, Sylvain; Buda, Andrea et al.
2015In Proceedings of 4th International Conference on Data Management Technologies and Applications
Peer reviewed
 

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Keywords :
Data Quality; Multi-criteria Decision Making; Decision Support Systems; Analytic Hierarchy Process
Abstract :
[en] Businesses are increasingly using their enterprise data for strategic decision-making activities. In fact, information, derived from data, has become one of the most important tools for businesses to gain competitive edge. Data quality assessment has become a hot topic in numerous sectors and considerable research has been carried out in this respect, although most of the existing frameworks often need to be adapted with respect to the use case needs and features. Within this context, this paper develops a methodology for assessing the quality of enterprises’ daily maintenance reporting, relying both on an existing data quality framework and on a Multi-Criteria Decision Making (MCDM) technique. Our methodology is applied in cooperation with a Finnish multinational company in order to evaluate and rank different company sites/office branches (carrying out maintenance activities) according to the quality of their data reporting. Based on this evaluation, the industrial partner wants to establish new action plans for enhanced reporting practices.
Research center :
Interdisciplinary Centre for Security, Reliability and Trust
Disciplines :
Computer science
Author, co-author :
Madhikermi, Manik;  Aalto University > School of Sciences > MS
Kubler, Sylvain ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Buda, Andrea;  Aalto University > School of Sciences > MS
Främling, Kary;  Aalto University > School of Sciences > Professor
External co-authors :
yes
Language :
English
Title :
Data Quality Assessment of Company's Maintenance Reporting: A Case Study
Publication date :
July 2015
Event name :
Proceedings of 4th International Conference on Data Management Technologies and Applications
Event place :
Colmar, France
Event date :
from 20-07-2015 to 22-07-2015
Audience :
International
Main work title :
Proceedings of 4th International Conference on Data Management Technologies and Applications
Publisher :
SciTePress, Colmar, France
ISBN/EAN :
9789897581038
Pages :
162-172
Peer reviewed :
Peer reviewed
FnR Project :
FNR9095399 - Internet Of Things For Context-aware Building Energy & Health Management, 2014 (01/07/2015-30/06/2017) - Sylvain Kubler
Name of the research project :
R-STR-5009-00 > Groupe de Recherche Serval > > LE TRAON Yves
Available on ORBilu :
since 30 September 2015

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