Data quality and due process in large interorganizational record systems
Communications of the ACM
Incomplete information costs and database design
ACM Transactions on Database Systems (TODS)
A logical design methodology for relational databases using the extended entity-relationship model
ACM Computing Surveys (CSUR)
A comparative analysis of methodologies for database schema integration
ACM Computing Surveys (CSUR)
Assessing data reliability in an information system
Journal of Management Information Systems - Special Issue: Database Management
The PIOCO model for information systems design
MIS Quarterly
Optimal imputation of erroneous data: Categorical data, general edits
Operations Research
Journal of Systems Management
Integrity analysis: methods for automating data quality assurance
Information and Software Technology
Applied multivariate statistical analysis
Applied multivariate statistical analysis
Methodology for allocating resources for data quality enhancement
Communications of the ACM
A proposal for a formal model of objects
Object-oriented concepts, databases, and applications
An introduction to database systems: vol. 1 (5th ed.)
An introduction to database systems: vol. 1 (5th ed.)
An Ontological Model of an Information System
IEEE Transactions on Software Engineering
A polygon model for heterogeneous database systems: the source tagging perspective
Proceedings of the sixteenth international conference on Very large databases
Information and Software Technology
Data quality control theory and pragmatics
Data quality control theory and pragmatics
Information as inventory: A new conceptual view
Information and Management
Data quality: management and technology
Data quality: management and technology
The specification, engineering, and measurement of information systems quality
Journal of Systems and Software
Temporal databases: theory, design, and implementation
Temporal databases: theory, design, and implementation
Cost and availability tradeoffs in replicated data concurrency control
ACM Transactions on Database Systems (TODS)
Managing data quality in accounting information systems: a stochastic clearing system approach
Managing data quality in accounting information systems: a stochastic clearing system approach
Toward total data quality management (TDQM)
Information technology in action
Exceptions and exception handling in computerized information processes
ACM Transactions on Information Systems (TOIS)
Toward quality data: an attribute-based approach
Decision Support Systems - Special issue on information technologies and systems
A qualitative approach to automatic data quality judgment
WITS '92 Selected papers of the workshop on Information technologies and systems
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
The entity-relationship model—toward a unified view of data
ACM Transactions on Database Systems (TODS) - Special issue: papers from the international conference on very large data bases: September 22–24, 1975, Framingham, MA
ACM Computing Surveys (CSUR)
Concurrency Control in Distributed Database Systems
ACM Computing Surveys (CSUR)
Audit considerations in distributed processing systems
Communications of the ACM
Relational database: a practical foundation for productivity
Communications of the ACM
The measurement of user information satisfaction
Communications of the ACM
Estimating and improving the quality of information in a MIS
Communications of the ACM
A relational model of data for large shared data banks
Communications of the ACM
Human Error in Computer Systems
Human Error in Computer Systems
EDP Auditing: Conceptual Foundations and Practice
EDP Auditing: Conceptual Foundations and Practice
Data Quality Requirements Analysis and Modeling
Proceedings of the Ninth International Conference on Data Engineering
Metadata Management for Large Statistical Databases
VLDB '82 Proceedings of the 8th International Conference on Very Large Data Bases
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Communications of the ACM
A product perspective on total data quality management
Communications of the ACM
Assessing data quality in accounting information systems
Communications of the ACM
Enhancing data quality in data warehouse environments
Communications of the ACM
ICIS '97 Proceedings of the eighteenth international conference on Information systems
Managing accounting information quality: an Australian study
ICIS '00 Proceedings of the twenty first international conference on Information systems
Progress in Intelligent Data Analysis
Applied Intelligence
Database audit and control strategies
Information Technology and Management
Typology of database quality factors
Software Quality Control
Improving Data Quality in Practice: A Case Study in the Italian Public Administration
Distributed and Parallel Databases
Data Mining and Knowledge Discovery
The Impact of Data Quality Information on Decision Making: An Exploratory Analysis
IEEE Transactions on Knowledge and Data Engineering
Transaction Repair for Integrity Enforcement
IEEE Transactions on Knowledge and Data Engineering
Controlling Data Warehouses with Knowledge Networks
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
From VLDB to VMLDB (Very MANY Large Data Bases): Dealing with Large-Scale Semantic Heterogenity
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
ADVIS '00 Proceedings of the First International Conference on Advances in Information Systems
Towards Quality-Oriented Data Warehouse Usage and Evolution
CAiSE '99 Proceedings of the 11th International Conference on Advanced Information Systems Engineering
Data Quality in Web Information Systems
ER '02 Proceedings of the 21st International Conference on Conceptual Modeling
Integration of Biological Data and Quality-Driven Source Negotiation
ER '01 Proceedings of the 20th International Conference on Conceptual Modeling: Conceptual Modeling
Decision Trees for Multiple Abstraction Levels of Data
CIA '01 Proceedings of the 5th International Workshop on Cooperative Information Agents V
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
A knowledge management scheme for meta-data: an information structure graph
Decision Support Systems - Special issue: Knowledge management technique
Class Noise vs. Attribute Noise: A Quantitative Study
Artificial Intelligence Review
Data representation factors and dimensions from the quality function deployment (QFD) perspective
Journal of Information Science
Class noise vs. attribute noise: a quantitative study of their impacts
Artificial Intelligence Review
Mining Adaptive Ratio Rules from Distributed Data Sources
Data Mining and Knowledge Discovery
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Data quality awareness: a case study for cost optimal association rule mining
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Utility-driven assessment of data quality
ACM SIGMIS Database
On Data Reliability Assessment in Accounting Information Systems
Information Systems Research
Economics-Driven Data Management: An Application to the Design of Tabular Data Sets
IEEE Transactions on Knowledge and Data Engineering
Improving software quality prediction by noise filtering techniques
Journal of Computer Science and Technology
Noise elimination with partitioning filter for software quality estimation
International Journal of Computer Applications in Technology
Design and development of a prototype system for detecting abnormal weather observations
Proceedings of the 2008 C3S2E conference
Data mining research for customer relationship management systems: a framework and analysis
International Journal of Business Information 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)
Data Quality Aware Queries in Collaborative Information Systems
APWeb/WAIM '09 Proceedings of the Joint International Conferences on Advances in Data and Web Management
Modifiers for Quality Assurance in Group Facilitation
Groupware: Design, Implementation, and Use
Impact of the Union and Difference Operations on the Quality of Information Products
Information Systems Research
Measuring information volatility in a health care information supply chain
Proceedings of the 4th International Conference on Design Science Research in Information Systems and Technology
Query Processing Techniques for Compliance with Data Confidence Policies
SDM '09 Proceedings of the 6th VLDB Workshop on Secure Data Management
Boosting semantic web data access using Swoogle
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
On boosting semantic web data access
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Swoogle: searching for knowledge on the semantic web
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Data quality assessment in context: A cognitive perspective
Decision Support Systems
Dual Assessment of Data Quality in Customer Databases
Journal of Data and Information Quality (JDIQ)
Research on a Queue Scheduling Algorithm in Wireless Communications Network
WISM '09 Proceedings of the International Conference on Web Information Systems and Mining
A formal framework for database sampling
Information and Software Technology
An experimental analysis of the impact of accuracy degradation in SVM classification
International Journal of Computational Intelligence Studies
An object-oriented framework for data quality management of enterprise data warehouse
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Using Data Mining Techniques to Discover Bias Patterns in Missing Data
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
Capturing data quality requirements for web applications by means of DQ_WebRE
Proceedings of the 2nd International Workshop on Business intelligencE and the WEB
A framework for data quality aware query systems
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications
Quality is a verb: the operationalization of data quality in a citizen science community
Proceedings of the 7th International Symposium on Wikis and Open Collaboration
Design of an information volatility measure for health care decision making
Decision Support Systems
Finding and ranking knowledge on the semantic web
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Quality-Aware association rule mining
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
The research of an intelligent object-oriented prototype for data warehouse
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
A first study on decomposition strategies with data with class noise using decision trees
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
Improving financial data quality using ontologies
Decision Support Systems
Data quality: Setting organizational policies
Decision Support Systems
Information systems for marine protected areas: How do users interpret desirable data attributes?
Environmental Modelling & Software
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Evaluating the Quality and Usefulness of Data Breach Information Systems
International Journal of Information Security and Privacy
A multidimensional analysis of data quality for credit risk management: New insights and challenges
Information and Management
Data quality and firm performance: empirical evidence from the Korean financial industry
Information Technology and Management
20 years of data quality research: themes, trends and synergies
ADC '11 Proceedings of the Twenty-Second Australasian Database Conference - Volume 115
Capturing data quality requirements for web applications by means of DQ_WebRE
Information Systems Frontiers
Information Sciences: an International Journal
| Hi-index | 0.08 |
Organizational databases are pervaded with data of poor quality. However, there has not been an analysis of the data quality literature that provides an overall understanding of the state-of-art research in this area. Using an analogy between product manufacturing and data manufacturing, this paper develops a framework for analyzing data quality research, and uses it as the basis for organizing the data quality literature. This framework consists of seven elements: management responsibilities, operation and assurance costs, research and development, production, distribution, personnel management, and legal function. The analysis reveals that most research efforts focus on operation and assurance costs, research and development, and production of data products. Unexplored research topics and unresolved issues are identified and directions for future research provided.