Methodology for allocating resources for data quality enhancement
Communications of the ACM
Data quality: management and technology
Data quality: management and technology
Total quality management: are information systems managers ready?
Information and Management
Understanding user evaluations of information systems
Management Science
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Communications of the ACM
Data quality and systems theory
Communications of the ACM
Quality information and knowledge
Quality information and knowledge
Information quality benchmarks: product and service performance
Communications of the ACM - Supporting community and building social capital
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Making quality count in biological data sources
Proceedings of the 2nd international workshop on Information quality in information systems
Proceedings of the 2nd international workshop on Information quality in information systems
Proceedings of the 2nd international workshop on Information quality in information systems
Information technology alignment planning: a case study
Information and Management
Information technology alignment planning: a case study
Information and Management
Journal of the American Society for Information Science and Technology
Supporting data quality management in decision-making
Decision Support Systems
Perceived Information Quality in Data Exchanges: Effects on Risk, Trust, and Intention to Use
Information Systems Research
Utility-driven assessment of data quality
ACM SIGMIS Database
Electronic Commerce Research and Applications
Knowing-Why About Data Processes and Data Quality
Journal of Management Information Systems
Crafting Rules: Context-Reflective Data Quality Problem Solving
Journal of Management Information Systems
Journal of Management Information Systems
A fuzzy linguistic model to evaluate the quality of Web sites that store XML documents
International Journal of Approximate Reasoning
WebQual: An Instrument for Consumer Evaluation of Web Sites
International Journal of Electronic Commerce
Computers in Human Behavior
A framework for evaluating semantic metadata
Proceedings of the 4th international conference on Knowledge capture
A comprehensive data quality methodology for web and structured data
International Journal of Innovative Computing and Applications
Improving the Quality of Information for Software Project Management
Software Process and Product Measurement
User Information Satisfaction with a Knowledge-Based Virtual Community: An Empirical Investigation
WSKS '08 Proceedings of the 1st world summit on The Knowledge Society: Emerging Technologies and Information Systems for the Knowledge Society
A characteristic based information evaluation model
Proceedings of the 2nd ACM workshop on Information credibility on the web
A proposal for a set of attributes relevant for Web portal data quality
Software Quality Control
A review of the factors which influence the use and usefulness of information systems
Environmental Modelling & Software
Mobility '08 Proceedings of the International Conference on Mobile Technology, Applications, and Systems
A Procedure to Develop Metrics for Currency and its Application in CRM
Journal of Data and Information Quality (JDIQ)
Overview and Framework for Data and Information Quality Research
Journal of Data and Information Quality (JDIQ)
Towards a maturity model for corporate data quality management
Proceedings of the 2009 ACM symposium on Applied Computing
Methodologies for data quality assessment and improvement
ACM Computing Surveys (CSUR)
Exploring contributions of public resources in social bookmarking systems
Decision Support Systems
How to keep members using the information in a computer-supported social network
Computers in Human Behavior
Incorporating Domain-Specific Information Quality Constraints into Database Queries
Journal of Data and Information Quality (JDIQ)
Towards a Method for Data Accuracy Assessment Utilizing a Bayesian Network Learning Algorithm
Journal of Data and Information Quality (JDIQ)
A proposal to evaluate ontology content
Applied Ontology
Ensuring Reliability of Information Provided by Measurement Systems
IWSM '09 /Mensura '09 Proceedings of the International Conferences on Software Process and Product Measurement
Information Technology Alignment Planning-a case study
Information and Management
An experimental analysis of the impact of accuracy degradation in SVM classification
International Journal of Computational Intelligence Studies
Evaluating the informative quality of web sites by fuzzy computing with words
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
Architectural backpropagation support for managing ambiguous context in smart environments
UAHCI'07 Proceedings of the 4th international conference on Universal access in human-computer interaction: ambient interaction
BioDQ: data quality estimation and management for genomics databases
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Information and Management
Assessing blog-user satisfaction using the expectation and disconfirmation approach
Computers in Human Behavior
Quality factory and quality notification service in data warehouse
PIKM '10 Proceedings of the 3rd workshop on Ph.D. students in information and knowledge management
The sustainability of corporate wikis: A time-series analysis of activity patterns
ACM Transactions on Management Information Systems (TMIS)
Dependency discovery in data quality
CAiSE'10 Proceedings of the 22nd international conference on Advanced information systems engineering
The Effects and Interactions of Data Quality and Problem Complexity on Classification
Journal of Data and Information Quality (JDIQ)
Assessing data currency - a probabilistic approach
Journal of Information Science
Do business intelligence systems actually improve information quality?
MMACTEE'09 Proceedings of the 11th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering
Modeling the information completeness of object tracking systems
The Journal of Strategic Information Systems
The success of corporate wiki systems: an end user perspective
Proceedings of the 7th International Symposium on Wikis and Open Collaboration
Extending the notion of quality from physical metrology to information and sustainability
Journal of Intelligent Manufacturing
Information Quality in Wikipedia: The Effects of Group Composition and Task Conflict
Journal of Management Information Systems
Defining a data quality model for web portals
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Managing quality properties in a ROLAP environment
CAiSE'06 Proceedings of the 18th international conference on Advanced Information Systems Engineering
Tolerant ad hoc data propagation with error quantification
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Semantic interoperability in standardized electronic health record databases
Journal of Data and Information Quality (JDIQ)
A first approach to a data quality model for web portals
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
The psychology behind QR codes: User experience perspective
Computers in Human Behavior
Fast track article: Using snapshot query fidelity to adapt continuous query execution
Pervasive and Mobile Computing
Information and Software Technology
International Journal of Information Management: The Journal for Information Professionals
An empirical investigation of factors affecting ubiquitous computing use and U-business value
International Journal of Information Management: The Journal for Information Professionals
Predicting quality flaws in user-generated content: the case of wikipedia
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Quality reasoning in the semantic web
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
Using information quality for the identification of relevant web data sources: a proposal
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
International Journal of Web Based Communities
AMT'12 Proceedings of the 8th international conference on Active Media Technology
International Journal of E-Business Research
A multidimensional analysis of data quality for credit risk management: New insights and challenges
Information and Management
EIS Information: Use and Quality Determinants
Information Resources Management Journal
Construct Validity Assessment in IS Research: Methods and Case Example of User Satisfaction Scale
Journal of Organizational and End User Computing
Normal accidents: Data quality problems in ERP-enabled manufacturing
Journal of Data and Information Quality (JDIQ)
20 years of data quality research: themes, trends and synergies
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
International Journal of Business Information Systems
A methodology for analyzing and measuring semantic data quality in service oriented architectures
Proceedings of the 14th International Conference on Computer Systems and Technologies
Quality, trust, and utility of scientific data on the web: towards a joint model
Proceedings of the 3rd International Web Science Conference
Computers and Industrial Engineering
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
A provenance-based approach to evaluate data quality in eScience
International Journal of Metadata, Semantics and Ontologies
Assessing the quality of large-scale data standards: A case of XBRL GAAP Taxonomy
Decision Support Systems
Automated error detection using association rules
Intelligent Data Analysis
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Information quality (IQ) is critical in organizations. Yet, despite a decade of active research and practice, the field lacks comprehensive methodologies for its assessment and improvement. Here, we develop such a methodology, which we call AIM quality (AIMQ) to form a basis for IQ assessment and benchmarking. The methodology is illustrated through its application to five major organizations. The methodology encompasses a model of IQ, a questionnaire to measure IQ, and analysis techniques for interpreting the IQ measures. We develop and validate the questionnaire and use it to collect data on the status of organizational IQ. These data are used to assess and benchmark IQ for four quadrants of the model. These analysis techniques are applied to analyze the gap between an organization and best practices. They are also applied to analyze gaps between IS professionals and information consumers. The results of the techniques are useful for determining the best area for IQ improvement activities.