Word association norms, mutual information, and lexicography
Computational Linguistics
A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
A comparison of collocation-based similarity measures in query expansion
Information Processing and Management: an International Journal
Towards a standard upper ontology
Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
COPLINK: managing law enforcement data and knowledge
Communications of the ACM
Computer
Different Firms, Different Ontologies, and No One Best Ontology
IEEE Intelligent Systems
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
Information Systems Research
Promptdiff: a fixed-point algorithm for comparing ontology versions
Eighteenth national conference on Artificial intelligence
Integration of product ontologies for B2B marketplaces: a preview
ACM SIGecom Exchanges
AI Magazine
Accurate methods for the statistics of surprise and coincidence
Computational Linguistics - Special issue on using large corpora: I
Ontology mapping: the state of the art
The Knowledge Engineering Review
Selecting the right objective measure for association analysis
Information Systems - Knowledge discovery and data mining (KDD 2002)
Information systems interoperability: What lies beneath?
ACM Transactions on Information Systems (TOIS)
Adopting ontology to facilitate knowledge sharing
Communications of the ACM - Bioinformatics
Ontologies and semantics for seamless connectivity
ACM SIGMOD Record
Similarity measures, author cocitation analysis, and information theory: Brief Communication
Journal of the American Society for Information Science and Technology
Aligning database columns using mutual information
dg.o '05 Proceedings of the 2005 national conference on Digital government research
AI Magazine - Special issue on semantic integration
Semantic integration through invariants
AI Magazine - Special issue on semantic integration
Automatic ontology matching using application semantics
AI Magazine - Special issue on semantic integration
Data Alignment and Integration
Computer
Enhancing border security: Mutual information analysis to identify suspect vehicles
Decision Support Systems
Building an automatic e-tendering system on the Semantic Web
Decision Support Systems
Managing knowledge on the Web - Extracting ontology from HTML Web
Decision Support Systems
Category mapping for the automatic integration of category-constrained web search
International Journal of Business Intelligence and Data Mining
A general knowledge mediation infrastructure for multi-agent systems
Expert Systems with Applications: An International Journal
Adoption of Semantic Web from the perspective of technology innovation: A grounded theory approach
International Journal of Human-Computer Studies
Building a global normalized ontology for integrating geographic data sources
Computers & Geosciences
OntoSTEP: Enriching product model data using ontologies
Computer-Aided Design
Development of ontology through different advances of ontology mapping
WORLD-EDU'12/CIT'12 Proceedings of the 6th international conference on Communications and Information Technology, and Proceedings of the 3rd World conference on Education and Educational Technologies
Faceted product search powered by the Semantic Web
Decision Support Systems
Improving financial data quality using ontologies
Decision Support Systems
Deriving knowledge representation guidelines by analyzing knowledge engineer behavior
Decision Support Systems
Hierarchical directory mapping for category-constrained meta-search
Journal of Intelligent Information Systems
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The public safety community in the United States consists of thousands of local, state, and federal agencies, each with its own information system. In the past few years, there has been a thrust on the seamless interoperability of systems in these agencies. Ontology-based interoperability approaches in the public safety domain need to rely on mapping between ontologies as each agency has its own representation of information. However, there has been little study of ontology mapping techniques in this domain. We evaluate current mapping techniques with real-world data representations from law-enforcement and public safety data sources. In addition, we implement an information theory based tool called MIMapper that uses WordNet and mutual information between data instances to map ontologies. We find that three tools: PROMPT, Chimaera, and LOM, have average F-measures of 0.46, 0.49, and 0.68 when matching pairs of ontologies with the number of classes ranging from 13-73. MIMapper performs better with an average F-measure of 0.84 in performing the same task. We conclude that the tools that use secondary sources (like WordNet) and data instances to establish mappings between ontologies are likely to perform better in this application domain.