Semantic integration of semistructured and structured data sources
ACM SIGMOD Record
Information Retrieval
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
On schema matching with opaque column names and data values
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
The PROMPT suite: interactive tools for ontology merging and mapping
International Journal of Human-Computer Studies
Ontology mapping: the state of the art
The Knowledge Engineering Review
The Knowledge Engineering Review
iMAP: discovering complex semantic matches between database schemas
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
A framework for modeling and evaluating automatic semantic reconciliation
The VLDB Journal — The International Journal on Very Large Data Bases
Supporting user-subjective categorization with self-organizing maps and learning vector quantization
Journal of the American Society for Information Science and Technology
Semantic-integration research in the database community
AI Magazine - Special issue on semantic integration
Automatic complex schema matching across Web query interfaces: A correlation mining approach
ACM Transactions on Database Systems (TODS)
Constructing virtual documents for ontology matching
Proceedings of the 15th international conference on World Wide Web
Ontology Matching
SAMBO-A system for aligning and merging biomedical ontologies
Web Semantics: Science, Services and Agents on the World Wide Web
Using Bayesian decision for ontology mapping
Web Semantics: Science, Services and Agents on the World Wide Web
COMA: a system for flexible combination of schema matching approaches
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Discovering Missing Background Knowledge in Ontology Matching
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Semantic precision and recall for ontology alignment evaluation
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Integrating multiple internet directories by instance-based learning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Encoding classifications into lightweight ontologies
Journal on data semantics VIII
A large scale taxonomy mapping evaluation
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Bootstrapping ontology alignment methods with APFEL
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Guidelines for benchmarking the performance of ontology management APIs
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Detecting similarities in ontologies with the SOQA-SimPack toolkit
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Holistic schema matching for web query interfaces
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
A survey of schema-based matching approaches
Journal on Data Semantics IV
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
Approximate Structure-Preserving Semantic 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
Scaling alignment of large ontologies
International Journal of Bioinformatics Research and Applications
Lightweight parsing of classifications into lightweight ontologies
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Ontology alignment evaluation initiative: six years of experience
Journal on data semantics XV
Automatically structuring domain knowledge from text: An overview of current research
Information Processing and Management: an International Journal
A Query-based Approach for Semi-Automatic Annotation of Web Services
International Journal of Information Systems and Social Change
Ontology matching benchmarks: Generation, stability, and discriminability
Web Semantics: Science, Services and Agents on the World Wide Web
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Recently, the number of ontology matching techniques and systems has increased significantly. This makes the issue of their evaluation and comparison more severe. One of the challenges of the ontology matching evaluation is in building large-scale evaluation datasets. In fact, the number of possible correspondences between two ontologies grows quadratically with respect to the numbers of entities in these ontologies. This often makes the manual construction of the evaluation datasets demanding to the point of being infeasible for large-scale matching tasks. In this paper, we present an ontology matching evaluation dataset composed of thousands of matching tasks, called TaxME2. It was built semi-automatically out of the Google, Yahoo, and Looksmart web directories. We evaluated TaxME2 by exploiting the results of almost two-dozen of state-of-the-art ontology matching systems. The experiments indicate that the dataset possesses the desired key properties, namely it is error-free, incremental, discriminative, monotonic, and hard for the state-of-the-art ontology matching systems.