Online citations, reference lists, and bibliographies.

Data And Information Quality Assessment In Information Manufacturing Systems

Mouzhi Ge, M. Helfert
Published 2008 · Computer Science

Cite This
Download PDF
Analyze on Scholarcy
Share
Organizations are more and more concerned about the increasing data and information quality issues in their information (manufacturing) systems. These issues have caused various organizational problems such as losing customers, missing opportunities and making incorrect decisions. Recognizing these issues, one of the crucial aspects for organizations to sustain business growth and competitive advantage is to be able to assess data and information quality. However limited research has been done to investigate data and information quality assessment in information manufacturing systems. This paper proposes a model to assess the quality of two major information sources in information manufacturing systems: data stored in database and information products delivered to users. The proposed model is applied to an information manufacturing system and an example database. The research findings have shown that the poor quality of data found in example databases is correlated to the quality of information products perceived by users.
This paper references
10.1145/269012.269022
A product perspective on total data quality management
R. Wang (1998)
10.1145/974121.974144
Report on the Dagstuhl Seminar
M. Gertz (2004)
10.1007/b116303
Data Quality
R. Wang (2001)
10.1145/240455.240479
Anchoring data quality dimensions in ontological foundations
Y. Wand (1996)
10.1145/505248.506007
Information quality benchmarks: product and service performance
Beverly K. Kahn (2002)
10.1145/505248.506010
Data quality assessment
Leo L. Pipino (2002)
A Classification and Analysis of Data Quality Costs
Martin J. Eppler (2004)
10.1145/253769.253804
Data quality in context
D. Strong (1997)
10.1016/S0378-7206(02)00043-5
AIMQ: a methodology for information quality assessment
Y. Lee (2002)
10.1002/ASI.V58:12
A framework for information quality assessment
Besiki Stvilia (2007)
10.1080/07421222.1996.11518099
Beyond Accuracy: What Data Quality Means to Data Consumers
R. Wang (1996)
10.2307/256097
Variations in Decision Makers' Use of Information Sources: The Impact of Quality and Accessibility of Information
C. O'Reilly (1982)
A Formal Definition of Data Quality Problems
Paulo Oliveira (2005)
10.1287/MNSC.44.4.462
Modeling Information Manufacturing Systems to Determine Information Product Quality Management Scien
D. Ballou (1998)
10.1080/07421222.2003.11045769
Time-Related Factors of Data Quality in Multichannel Information Systems
C. Cappiello (2004)
10.1007/3-540-33173-5
Data Quality: Concepts, Methodologies and Techniques
C. Batini (2006)
10.1287/mnsc.31.2.150
Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems
D. P. Ballou (1985)
10.1016/S0378-7206(01)00083-0
Criticality of data quality as exemplified in two disasters
C. Fisher (2001)



This paper is referenced by
10.1108/IJLM-09-2015-0158
An information sharing theory perspective on willingness to share information in supply chains
Nadia Zaheer (2017)
10.1007/978-3-319-26762-3_27
Modelling the Quality of Attributes in Wikipedia Infoboxes
Krzysztof Wecel (2015)
A dimension-oriented taxonomy of data quality problems in electronic health records
Omar Almutiry (2016)
10.1504/IJBCRM.2012.051871
An assessment technique for information quality support in emergency response
Shuyan Xie (2012)
10.2166/HYDRO.2015.042
Data quality assessment in hydrological information systems
Li Chao (2015)
10.1109/TrustCom/BigDataSE.2018.00040
Quality of Information as an indicator of Trust in the Internet of Things
Hamza Baqa (2018)
10.15439/2017F549
Information Quality Challenges for the Preservation of Norwegian Public Sector Records
Markus Helfert (2017)
10.1007/978-3-658-12225-6
Data Quality Management with Semantic Technologies
Christian Fürber (2015)
Analiza porównawcza modeli jakości informacji w narodowych wersjach Wikipedii
Włodzimierz Lewoniewski (2015)
10.4018/978-1-5225-7519-1.CH005
Rife Information Pollution (Infollution) and Virtual Organizations in Industry 4.0: Within Reality Causes and Consequences
Qaisar Iqbal (2019)
10.1007/978-3-642-35236-2_63
Human Involvement in Designing an Information Quality Assessment Technique - Demonstrated in a Healthcare Setting -
Shuyan Xie (2012)
A Method for Improving Healthcare Management Using Enterprise Ontology
David Galego Dias (2012)
10.1007/978-94-007-6190-2_57
Uncertainty Components in Performance Measures
Sérgio Dinis Sousa (2013)
Information Quality Assessment and Effects on Inventory Decision-Making
Mouzhi Ge (2009)
10.5171/2011.927907
A Framework for Information Quality Assessment Using Six Sigma Approach
Sang hyun Lee (2011)
10.1145/1966901.1966903
Towards a vocabulary for data quality management in semantic web architectures
Christian Fürber (2011)
10.22059/jitm.2019.72763
Perspectives of Big Data Quality in Smart Service Ecosystems (Quality of Design and Quality of Conformance)
M. Helfert (2018)
Data quality and data cleaning in database applications
L. Li (2012)
A framework for valuing the quality of customer information
Gregory Hill (2009)
Using Enterprise Ontology Methodology to Assess the Quality of Information Exchange
David Galego Dias (2012)
AN ASSESSMENT FOR FOCUSING THE CHANGE OF DATA QUALITY (DQ) WITH TIMELINESS IN INFORMATION MANUFACTURING SYSTEM (IMS)
Mohammad Shamsul Islam (2013)
Data quality assessment in hydrological information systems APPENDIX A : ALGORITHMS Multitask quality assessment algorithms in a time-limited application
Li Chao (2015)
DESIGN AND EVALUATION OF BUSINESS PROCESS ORIENTED ASSESSMENT TECHNIQUES TO DETERMINE THE QUALITY OF INFORMATION EXCHANGES -DEMONSTRATED IN PUBLIC ORGANIZATIONS-
Shuyan Xie (2013)
Big Data Quality - Towards an Explanation Model in a Smart CityContext
M. Helfert (2016)
10.1007/978-3-642-35236-2
Active Media Technology
Erzhong Zhou (2012)
Swiqa - a semantic web information quality assessment framework
Christian Fürber (2011)
Data quality assessment in performance measurement
S. Sousa (2012)
Semantic Scholar Logo Some data provided by SemanticScholar