A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Anchoring data quality dimensions in ontological foundations
Communications of the ACM
Communications of the ACM
The impact of poor data quality on the typical enterprise
Communications of the ACM
Towards a standard upper ontology
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
Communications of the ACM - Supporting community and building social capital
Discovering and reconciling value conflicts for numerical data integration
Information Systems - Data extraction, cleaning and reconciliation
Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets
Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets
Intelligent Systems and Financial Forecasting
Intelligent Systems and Financial Forecasting
Data Quality for the Information Age
Data Quality for the Information Age
Criticality of data quality as exemplified in two disasters
Information and Management
A Framework for Analysis of Data Quality Research
IEEE Transactions on Knowledge and Data Engineering
Building an Ontology for Financial Investment
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce
The description logic handbook: theory, implementation, and applications
The description logic handbook: theory, implementation, and applications
Assessing data quality with control matrices
Communications of the ACM - Information cities
Ontology mapping: the state of the art
The Knowledge Engineering Review
Decision Support Systems - Special issue: Data mining for financial decision making
An Economic Model of Product Quality and IT Value
Information Systems Research
BSN '05 Proceedings of the IEEE EEE05 international workshop on Business services networks
A review of research: an investigation of the impact of data quality on decision performance
ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
Provenance management in curated databases
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Beyond accuracy: what data quality means to data consumers
Journal of Management Information Systems
Journal of Management Information Systems - Special section: Realizing value from information technology investment
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Supporting data quality management in decision-making
Decision Support Systems
Improving data quality through effective use of data semantics
Data & Knowledge Engineering - Special issue: WIDM 2004
Management of probabilistic data: foundations and challenges
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
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
Ontology learning: state of the art and open issues
Information Technology and Management
Evaluating ontology mapping techniques: An experiment in public safety information sharing
Decision Support Systems
An Efficient Method of Data Quality using Quality Evaluation Ontology
ICCIT '08 Proceedings of the 2008 Third International Conference on Convergence and Hybrid Information Technology - Volume 02
Overview and Framework for Data and Information Quality Research
Journal of Data and Information Quality (JDIQ)
Data quality assessment in context: A cognitive perspective
Decision Support Systems
Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming
Expert Systems with Applications: An International Journal
Data quality ontology: an ontology for imperfect knowledge
COSIT'07 Proceedings of the 8th international conference on Spatial information theory
Design science in information systems research
MIS Quarterly
Discovering golden nuggets: data mining in financial application
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Knowledge-intensive genetic discovery in foreign exchange markets
IEEE Transactions on Evolutionary Computation
Assessing the quality of large-scale data standards: A case of XBRL GAAP Taxonomy
Decision Support Systems
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The performance of financial decision-making directly concerns both businesses and individuals. Data quality is a key factor for decision performance. As the availability of online financial data increases, it also heightens the problem of data quality. In this paper, a taxonomy is created for data quality problems. More importantly, an ontology-based framework is proposed to improve the quality of online financial data. An empirical evaluation of the framework with the financial data of real-world firms provides preliminary evidence for the effectiveness of the framework. The framework is expected to support decision-making in finance and in other domains where data is spread across multiple sources with overlap but complementary in content.