Probabilistic frame-based systems
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Learning to map between ontologies on the semantic web
Proceedings of the 11th international conference on World Wide Web
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
A Probabilistic Extension to Ontology Language OWL
HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 4 - Volume 4
The PROMPT suite: interactive tools for ontology merging and mapping
International Journal of Human-Computer Studies
P-CLASSIC: a tractable probablistic description logic
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
ACM SIGMOD Record
Expressive probabilistic description logics
Artificial Intelligence
Ontology negotiation: goals, requirements and implementation
International Journal of Agent-Oriented Software Engineering
Ontology change: Classification and survey
The Knowledge Engineering Review
Correspondence Patterns for Ontology Alignment
EKAW '08 Proceedings of the 16th international conference on Knowledge Engineering: Practice and Patterns
Tractable Reasoning with Bayesian Description Logics
SUM '08 Proceedings of the 2nd international conference on Scalable Uncertainty Management
Managing uncertainty and vagueness in description logics for the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology-based semantic integration scheme for medical image grid
International Journal of Grid and Utility Computing
Inexact matching of ontology graphs using expectation-maximization
Web Semantics: Science, Services and Agents on the World Wide Web
Markov network based ontology matching
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
The IT-Socket: Model-Based Business and IT Alignment
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
A Fuzzy Rule-Based System for Ontology Mapping
PRIMA '09 Proceedings of the 12th International Conference on Principles of Practice in Multi-Agent Systems
Two-Fold Service Matchmaking --- Applying Ontology Mapping for Semantic Web Service Discovery
ASWC '09 Proceedings of the 4th Asian Conference on The Semantic Web
Improving integration with subjective combining of ontology mappings
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
An automated approach to Semantic Web Services Mediation
Service Oriented Computing and Applications
Markov network based ontology matching
Journal of Computer and System Sciences
A survey of schema-based matching approaches
Journal on Data Semantics IV
Fuzzy view-based semantic search
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Viewpoints on emergent semantics
Journal on Data Semantics VI
Expanding knowledge source with ontology alignment for augmented cognition
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A unified approach to matching semantic data on the Web
Knowledge-Based Systems
Terminology representation guidelines for biomedical ontologies in the semantic web notations
Journal of Biomedical Informatics
Mediation Spaces for Similarity-Based Semantic Web Services Selection
International Journal of Web Services Research
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Most existing ontology mapping tools are inexact. Inexact ontology mapping rules, if not rectified, result in imprecision in the applications that use them. We describe a framework to probabilistically improve existing ontology mappings using a Bayesian Network. Omen, an Ontology Mapping ENhancer, is based on a set of meta-rules that captures the influence of the ontology structure and the existing matches to match nodes that are neighbours to matched nodes in the two ontologies. We have implemented a protype ontology matcher that can either map concepts across two input ontologies or enhance existing matches between ontology concepts. Preliminary experiments demonstrate that Omen enhances existing ontology mappings in our test cases.