Hierarchical Text Classification and Evaluation
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
Comparison of Schema Matching Evaluations
Revised Papers from the NODe 2002 Web and Database-Related Workshops on Web, Web-Services, and Database Systems
Methods and practical issues in evaluating alignment techniques
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Ontology Matching
Terminological and ontological analysis of European directives: multilinguism in law
Proceedings of the 11th international conference on Artificial intelligence and law
Interactive thesaurus assessment for automatic document annotation
Proceedings of the 4th international conference on Knowledge capture
Semantic annotation: mapping text to ontologies
International Journal of Metadata, Semantics and Ontologies
Application-oriented purely semantic precision and recall for ontology mapping evaluation
Knowledge-Based Systems
Acquiring advanced properties in ontology mapping
Proceedings of the 2nd PhD workshop on Information and knowledge management
Assessing thesaurus-based annotations for semantic search applications
International Journal of Metadata, Semantics and Ontologies
Algebras of Ontology Alignment Relations
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Ten Challenges for Ontology Matching
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
A large dataset for the evaluation of ontology matching
The Knowledge Engineering Review
Ontology Integration Using Mappings: Towards Getting the Right Logical Consequences
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
The Relevance of Reasoning and Alignment Incoherence in Ontology Matching
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
Sharing architecture knowledge through models: Quality and cost
The Knowledge Engineering Review
Measurement techniques for multiagent systems
PerMIS '08 Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems
Two variations on ontology alignment evaluation: methodological issues
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
Putting ontology alignment in context: usage scenarios, deployment and evaluation in a library case
ESWC'08 Proceedings of the 5th European semantic web conference on The semantic web: research and applications
The OAEI food task: An analysis of a thesaurus alignment task
Applied Ontology
Advanced quality prediction model for software architectural knowledge sharing
Journal of Systems and Software
Composite ontology matching with uncertain mappings recovery
ACM SIGAPP Applied Computing Review
Building a global normalized ontology for integrating geographic data sources
Computers & Geosciences
Automatic selection of background knowledge for ontology matching
Proceedings of the International Workshop on Semantic Web Information Management
evaluating the stability and credibility of ontology matching methods
ESWC'11 Proceedings of the 8th extended semantic web conference on The semantic web: research and applications - Volume Part I
Reasoning with noisy semantic data
ESWC'11 Proceedings of the 8th extended semantic web conference on The semanic web: research and applications - Volume Part II
Discovery of probabilistic mappings between taxonomies: principles and experiments
Journal on data semantics XV
Ontology alignment evaluation initiative: six years of experience
Journal on data semantics XV
Expanding knowledge source with ontology alignment for augmented cognition
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Semantic evaluation at large scale (SEALS)
Proceedings of the 21st international conference companion on World Wide Web
AUTOMATIC ANNOTATION OF AMBIGUOUS PERSONAL NAMES ON THE WEB
Computational Intelligence
The OAEI food task: An analysis of a thesaurus alignment task
Applied Ontology
Cooperative service composition
CAiSE'12 Proceedings of the 24th international conference on Advanced Information Systems Engineering
An ontology derived from heterogeneous sustainability indicator set documents
Proceedings of the Seventeenth Australasian Document Computing Symposium
Non-binary evaluation for schema matching
ER'12 Proceedings of the 31st international conference on Conceptual Modeling
Semantic precision and recall for evaluating incoherent ontology mappings
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Grounding linked open data in wordnet: the case of the OSM semantic network
W2GIS'13 Proceedings of the 12th international conference on Web and Wireless Geographical Information Systems
Using MathML to represent units of measurement for improved ontology alignment
CICM'13 Proceedings of the 2013 international conference on Intelligent Computer Mathematics
Aggregating semantic annotators
Proceedings of the VLDB Endowment
Schema matching prediction with applications to data source discovery and dynamic ensembling
The VLDB Journal — The International Journal on Very Large Data Bases
Pattern-based core word recognition to support ontology matching
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
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In order to evaluate ontology matching algorithms it is necessary to confront them with test ontologies and to compare the results with some reference. The most prominent comparison criteria are precision and recall originating from information retrieval. Precision and recall are thought of as some degree of correction and completeness of results. However, when the objects to compare are semantically defined, like ontologies and alignments, it can happen that a fully correct alignment has low precision. This is due to the restricted set-theoretic foundation of these measures. Drawing on previous syntactic generalizations of precision and recall, semantically justified measures that satisfy maximal precision and maximal recall for correct and complete alignments is proposed. These new measures are compatible with classical precision and recall and can be computed.