Relational database theory
RMM: a methodology for structured hypermedia design
Communications of the ACM
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
PODS '97 Proceedings of the sixteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
A product perspective on total data quality management
Communications of the ACM
The impact of poor data quality on the typical enterprise
Communications of the ACM
The Araneus Web-based management system
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Communications of the ACM
Improving data warehouse and business information quality: methods for reducing costs and increasing profits
Consistent query answers in inconsistent databases
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Data on the Web: from relations to semistructured data and XML
Data on the Web: from relations to semistructured data and XML
Enterprise knowledge management: the data quality approach
Enterprise knowledge management: the data quality approach
Communications of the ACM - Supporting community and building social capital
Arktos: towards the modeling, design, control and execution of ETL processes
Information Systems - Data extraction, cleaning and reconciliation
Data integration: a theoretical perspective
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Data Quality for the Information Age
Data Quality for the Information Age
Fundamentals of Data Warehouses
Fundamentals of Data Warehouses
Criticality of data quality as exemplified in two disasters
Information and Management
Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem
Data Mining and Knowledge Discovery
The Impact of Data Quality Information on Decision Making: An Exploratory Analysis
IEEE Transactions on Knowledge and Data Engineering
AIMQ: a methodology for information quality assessment
Information and Management
Web Site Evaluation: Methodology and Case Study
Revised Papers from the HUMACS, DASWIS, ECOMO, and DAMA on ER 2001 Workshops
Design and Analysis of Quality Information for Data Warehouses
ER '98 Proceedings of the 17th International Conference on Conceptual Modeling
How Important is Data Quality for Evaluating the Impact of EDI on Global Supply Chains?
HICSS '00 Proceedings of the 33rd Hawaii International Conference on System Sciences-Volume 7 - Volume 7
Exploratory Data Mining and Data Cleaning
Exploratory Data Mining and Data Cleaning
Data integration under integrity constraints
Information Systems - Special issue: The 14th international conference on advanced information systems engineering (CAiSE*02)
Information Systems - Special issue: Data quality in cooperative information systems
Automatic data fusion with HumMer
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Data Quality: Concepts, Methodologies and Techniques (Data-Centric Systems and Applications)
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Special section: toward a theory of business process change management
Journal of Management Information Systems - Special section: Toward a theory of business process change management
A comprehensive data quality methodology for web and structured data
International Journal of Innovative Computing and Applications
From Unstructured Data to Actionable Intelligence
IT Professional
Quality-driven query answering for integrated information systems
Quality-driven query answering for integrated information systems
Model-driven web usage analysis for the evaluation of web application quality
Journal of Web Engineering
Dependency discovery in data quality
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
Quality assessment of MAGE-ML genomic datasets using DescribeX
DILS'10 Proceedings of the 7th international conference on Data integration in the life sciences
Reassessing Data Quality for Information Products
Management Science
Context, quality and relevance: dependencies and impacts on RESTful web services design
ICWE'10 Proceedings of the 10th international conference on Current trends in web engineering
Capturing data quality requirements for web applications by means of DQ_WebRE
Proceedings of the 2nd International Workshop on Business intelligencE and the WEB
Towards a vocabulary for data quality management in semantic web architectures
Proceedings of the 1st International Workshop on Linked Web Data Management
An approach to assess the quality of web pages in the deep web
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Modeling the information completeness of object tracking systems
The Journal of Strategic Information Systems
Web article quality assessment in multi-dimensional space
WAIM'11 Proceedings of the 12th international conference on Web-age information management
DC proposal: towards linked data assessment and linking temporal facts
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part II
Proceedings of the first international workshop on Managing interoperability and complexity in health systems
Data quality through model checking techniques
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Informing observers: quality-driven filtering and composition of web 2.0 sources
Proceedings of the 2012 Joint EDBT/ICDT Workshops
A quality aware service-oriented web warehouse platform
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Towards measuring test data quality
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Statistical distortion: consequences of data cleaning
Proceedings of the VLDB Endowment
Data contracts for cloud-based data marketplaces
International Journal of Computational Science and Engineering
Data quality: Setting organizational policies
Decision Support Systems
Finding quality issues in SKOS vocabularies
TPDL'12 Proceedings of the Second international conference on Theory and Practice of Digital Libraries
Linking smart cities datasets with human computation: the case of urbanmatch
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Data quality and firm performance: empirical evidence from the Korean financial industry
Information Technology and Management
Data Quality of Query Results with Generalized Selection Conditions
Operations Research
Quality-driven extraction, fusion and matchmaking of semantic web API descriptions
Journal of Web Engineering
Capturing data quality requirements for web applications by means of DQ_WebRE
Information Systems Frontiers
A survey on service quality description
ACM Computing Surveys (CSUR)
Coopetitive data warehouse: a case study
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Quality, trust, and utility of scientific data on the web: towards a joint model
Proceedings of the 3rd International Web Science Conference
Effective data warehouse for information delivery: a literature survey and classification
International Journal of Networking and Virtual Organisations
Information quality measurement of medical encoding support based on usability
Computer Methods and Programs in Biomedicine
Data quality assessment: The Hybrid Approach
Information and Management
Information Sciences: an International Journal
Assessment of data quality in accounting data with association rules
Expert Systems with Applications: An International Journal
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The literature provides a wide range of techniques to assess and improve the quality of data. Due to the diversity and complexity of these techniques, research has recently focused on defining methodologies that help the selection, customization, and application of data quality assessment and improvement techniques. The goal of this article is to provide a systematic and comparative description of such methodologies. Methodologies are compared along several dimensions, including the methodological phases and steps, the strategies and techniques, the data quality dimensions, the types of data, and, finally, the types of information systems addressed by each methodology. The article concludes with a summary description of each methodology.