Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
Journal of Computational and Applied Mathematics
A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Global Viewing of Heterogeneous Data Sources
IEEE Transactions on Knowledge and Data Engineering
A Min-max Cut Algorithm for Graph Partitioning and Data Clustering
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
A survey of approaches to automatic schema matching
The VLDB Journal — The International Journal on Very Large Data Bases
ROCK: A Robust Clustering Algorithm for Categorical Attributes
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Ontology mapping: the state of the art
The Knowledge Engineering Review
Adapting a Generic Match Algorithm to Align Ontologies of Human Anatomy
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
On clusterings: Good, bad and spectral
Journal of the ACM (JACM)
iMAP: discovering complex semantic matches between database schemas
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
A reference ontology for biomedical informatics: the foundational model of anatomy
Journal of Biomedical Informatics - Special issue: Unified medical language system
Structured databases on the web: observations and implications
ACM SIGMOD Record
ACM SIGMOD Record
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Schema and ontology matching with COMA++
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
Towards a community-driven ontology matching
Proceedings of the 3rd international conference on Knowledge capture
Automatic ontology matching using application semantics
AI Magazine - Special issue on semantic integration
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)
Web ontology segmentation: analysis, classification and use
Proceedings of the 15th international conference on World Wide Web
Constructing virtual documents for ontology matching
Proceedings of the 15th international conference on World Wide Web
An information retrieval approach to ontology mapping
Data & Knowledge Engineering - Special issue: Application of natural language to information systems (NLDB04)
Ontology Matching
Using Bayesian decision for ontology mapping
Web Semantics: Science, Services and Agents on the World Wide Web
Ontology summarization based on rdf sentence graph
Proceedings of the 16th international conference on World Wide Web
Just the right amount: extracting modules from ontologies
Proceedings of the 16th international conference on World Wide Web
Matching large schemas: Approaches and evaluation
Information Systems
A visual tool for ontology alignment to enable geospatial interoperability
Journal of Visual Languages and Computing
Reasoning and change management in modular ontologies
Data & Knowledge Engineering
Falcon-AO: A practical ontology matching system
Web Semantics: Science, Services and Agents on the World Wide Web
Muse: Mapping Understanding and deSign by Example
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Matching Schemas in Online Communities: A Web 2.0 Approach
ICDE '08 Proceedings of the 2008 IEEE 24th International Conference on Data Engineering
Instance-based matching of large life science ontologies
DILS'07 Proceedings of the 4th international conference on Data integration in the life sciences
An ontology design pattern for representing relevance in OWL
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A cognitive support framework for ontology mapping
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
RDFSync: efficient remote synchronization of RDF models
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
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
Finding and ranking knowledge on the semantic web
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
A string metric for ontology alignment
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Towards imaging large-scale ontologies for quick understanding and analysis
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Semantic web techniques for multiple views on heterogeneous collections: a case study
ECDL'06 Proceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
A survey of schema-based matching approaches
Journal on Data Semantics IV
Partition-Based block matching of large class hierarchies
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Managing uncertainty in schema matching with top-k schema mappings
Journal on Data Semantics VI
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
Indirect Alignment between Multilingual Ontologies: A Case Study of Korean and Swedish Ontologies
KES-AMSTA '09 Proceedings of the Third KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
DILS '09 Proceedings of the 6th International Workshop on Data Integration in the Life Sciences
An efficient and scalable algorithm for segmented alignment of ontologies of arbitrary size
Web Semantics: Science, Services and Agents on the World Wide Web
Rewrite techniques for performance optimization of schema matching processes
Proceedings of the 13th International Conference on Extending Database Technology
UFOme: An ontology mapping system with strategy prediction capabilities
Data & Knowledge Engineering
Candidate reduction and alignment improvement techniques used in aligning ontologies
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
Benchmarking short text semantic similarity
International Journal of Intelligent Information and Database Systems
Techniques for discovering correspondences between ontologies
International Journal of Web and Grid Services
Metric of intrinsic information content for measuring semantic similarity in an ontology
APCCM '10 Proceedings of the Seventh Asia-Pacific Conference on Conceptual Modelling - Volume 110
Scaling alignment of large ontologies
International Journal of Bioinformatics Research and Applications
On matching large life science ontologies in parallel
DILS'10 Proceedings of the 7th international conference on Data integration in the life sciences
ACM SIGMOD Record
A clustering-based approach for large-scale ontology matching
ADBIS'11 Proceedings of the 15th international conference on Advances in databases and information systems
Appropriate global ontology construction: a domain-reference-ontology based approach
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Journal of Biomedical Informatics
Multidimensional integrated ontologies: a framework for designing semantic data warehouses
Journal on Data Semantics XIII
Tightly integrated probabilistic description logic programs for representing ontology mappings
Annals of Mathematics and Artificial Intelligence
Matching large ontologies based on reduction anchors
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Neighbour based structural proximity measures for ontology matching systems
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Constructing virtual documents for ontology matching using mapreduce
JIST'11 Proceedings of the 2011 joint international conference on The Semantic Web
A differentor-based adaptive ontology-matching approach
Journal of Information Science
Ontology mapping using description logic and bridging axioms
Computers in Industry
A unified approach to matching semantic data on the Web
Knowledge-Based Systems
Experiences with modeling composite phenotypes in the SKELETOME project
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part II
Message-Passing Algorithms for Sparse Network Alignment
ACM Transactions on Knowledge Discovery from Data (TKDD)
Towards a More Scalable Schema Matching: A Novel Approach
International Journal of Distributed Systems and Technologies
Matching Attributes across Overlapping Heterogeneous Data Sources Using Mutual Information
Journal of Database Management
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Ontologies proliferate with the progress of the Semantic Web. Ontology matching is an important way of establishing interoperability between (Semantic) Web applications that use different but related ontologies. Due to their sizes and monolithic nature, large ontologies regarding real world domains bring a new challenge to the state of the art ontology matching technology. In this paper, we propose a divide-and-conquer approach to matching large ontologies. We develop a structure-based partitioning algorithm, which partitions entities of each ontology into a set of small clusters and constructs blocks by assigning RDF Sentences to those clusters. Then, the blocks from different ontologies are matched based on precalculated anchors, and the block mappings holding high similarities are selected. Finally, two powerful matchers, V-Doc and Gmo, are employed to discover alignments in the block mappings. Comprehensive evaluation on both synthetic and real world data sets demonstrates that our approach both solves the scalability problem and achieves good precision and recall with significant reduction of execution time.