Original Contribution: Stacked generalization
Neural Networks
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Enabling knowledge representation on the Web by extending RDF schema
Proceedings of the 10th international conference on World Wide Web
Ontologies: a silver bullet for knowledge management and electronic commerce
Ontologies: a silver bullet for knowledge management and electronic commerce
Data-driven understanding and refinement of schema mappings
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Reconciling schemas of disparate data sources: a machine-learning approach
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Information Retrieval
A Portrait of the Semantic Web in Action
IEEE Intelligent Systems
Ontology Learning for the Semantic Web
IEEE Intelligent Systems
An Information-Theoretic Definition of Similarity
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Using Schema Matching to Simplify Heterogeneous Data Translation
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Generic Schema Matching with Cupid
Proceedings of the 27th International Conference on Very Large Data Bases
Facilitating the Exchange of Explicit Knowledge through Ontology Mappings
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference
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
The Chimaera Ontology Environment
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
Similarity Flooding: A Versatile Graph Matching Algorithm and Its Application to Schema Matching
ICDE '02 Proceedings of the 18th International Conference on Data Engineering
Issues in stacked generalization
Journal of Artificial Intelligence Research
Database research at the University of Illinois at Urbana-Champaign
ACM SIGMOD Record
MAFRA - A MApping FRAmework for Distributed Ontologies
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
Visualizing a Dynamic Knowledge Map Using Semantic Web Technology
EDCIS '02 Proceedings of the First International Conference on Engineering and Deployment of Cooperative Information Systems
Information-Flow-Based Ontology Mapping
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Comparison of Schema Matching Evaluations
Revised Papers from the NODe 2002 Web and Database-Related Workshops on Web, Web-Services, and Database Systems
Ontologies for Enterprise Knowledge Management
IEEE Intelligent Systems
The chatty web: emergent semantics through gossiping
WWW '03 Proceedings of the 12th international conference on World Wide Web
WWW '03 Proceedings of the 12th international conference on World Wide Web
Piazza: data management infrastructure for semantic web applications
WWW '03 Proceedings of the 12th international conference on World Wide Web
Representing and reasoning about mappings between domain models
Eighteenth national conference on Artificial intelligence
Promptdiff: a fixed-point algorithm for comparing ontology versions
Eighteenth national conference on Artificial intelligence
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
Cross-training: learning probabilistic mappings between topics
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Ontologies for corporate web applications
AI Magazine
Learning to Share Meaning in a Multi-Agent System
Autonomous Agents and Multi-Agent Systems
The PROMPT suite: interactive tools for ontology merging and mapping
International Journal of Human-Computer Studies
Semantic enrichment for improving systems interoperability
Proceedings of the 2004 ACM symposium on Applied computing
Ontology mapping: the state of the art
The Knowledge Engineering Review
Proceedings of the 13th international conference on World Wide Web
Web taxonomy integration using support vector machines
Proceedings of the 13th international conference on World Wide Web
Meteor-s web service annotation framework
Proceedings of the 13th international conference on World Wide Web
The Knowledge Engineering Review
Web taxonomy integration through co-bootstrapping
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Searching databases for sematically-related schemas
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Domain Independent Learning of Ontology Mappings
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 2
Ontology Versioning in an Ontology Management Framework
IEEE Intelligent Systems
Context matching for electronic marketplaces: a case study
The Knowledge Engineering Review
Ontologies and semantics for seamless connectivity
ACM SIGMOD Record
Semantic integration: a survey of ontology-based approaches
ACM SIGMOD Record
Editorial: special issue on web content mining
ACM SIGKDD Explorations Newsletter
Mining structures for semantics
ACM SIGKDD Explorations Newsletter
Event Handling for the Universal Enterprise
Information Technology and Management
A framework for modeling and evaluating automatic semantic reconciliation
The VLDB Journal — The International Journal on Very Large Data Bases
Mediators over taxonomy-based information sources
The VLDB Journal — The International Journal on Very Large Data Bases
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Shared lexicon for distributed annotations on the Web
WWW '05 Proceedings of the 14th international conference on World Wide Web
Multiple strategies detection in ontology mapping
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Schema and ontology matching with COMA++
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Use Cases of Heterogeneous Learning Ontologies
ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies
XML application schema matching using similarity measure and relaxation labeling
Information Sciences: an International Journal
Relational.OWL: a data and schema representation format based on OWL
APCCM '05 Proceedings of the 2nd Asia-Pacific conference on Conceptual modelling - Volume 43
Tuning schema matching software using synthetic scenarios
VLDB '05 Proceedings of the 31st international conference on Very large data bases
An instance mapping ontology for the semantic web
Proceedings of the 3rd international conference on Knowledge capture
Ontology mapping using background knowledge
Proceedings of the 3rd international conference on Knowledge capture
Automatic ontology matching using application semantics
AI Magazine - Special issue on semantic integration
A mapping system for the integration of OWL-DL ontologies
Proceedings of the first international workshop on Interoperability of heterogeneous information systems
Identification of common methods used for ontology integration tasks
Proceedings of the first international workshop on Interoperability of heterogeneous information systems
ACM SIGKDD Explorations Newsletter
Usage patterns of collaborative tagging systems
Journal of Information Science
Ontology-based integration for relational databases
Proceedings of the 2006 ACM symposium on Applied computing
Automatic structured query transformation over distributed digital libraries
Proceedings of the 2006 ACM symposium on Applied computing
The conflict detection and resolution in knowledge merging for image annotation
Information Processing and Management: an International Journal
Rough concept lattice based ontology similarity measure
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
An information retrieval approach to ontology mapping
Data & Knowledge Engineering - Special issue: Application of natural language to information systems (NLDB04)
Methods in biomedical ontology
Journal of Biomedical Informatics - Special issue: Biomedical ontologies
Integration of XML schemas at various "severity" levels
Information Systems
IC-based ontology expansion in devouring accessibility
AOW '05 Proceedings of the 2005 Australasian Ontology Workshop - Volume 58
Developing federation object models using ontologies
WSC '04 Proceedings of the 36th conference on Winter simulation
Dealing with semantic heterogeneity for improving web usage
Data & Knowledge Engineering - Special issue: ER 2004
Data integration: the teenage years
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Semantic enrichment for medical ontologies
Journal of Biomedical Informatics
eTuner: tuning schema matching software using synthetic scenarios
The VLDB Journal — The International Journal on Very Large Data Bases
A Semantic-Based Approach to Interoperability of UML Schemas
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Using Bayesian decision for ontology mapping
Web Semantics: Science, Services and Agents on the World Wide Web
An online bibliography on schema evolution
ACM SIGMOD Record
Matching large schemas: Approaches and evaluation
Information Systems
Leveraging data and structure in ontology integration
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Query relaxation using malleable schemas
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
Interoperability among Distributed Overlapping Ontologies--A Fuzzy Ontology Framework
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Integration of Ontology Data through Learning Instance Matching
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Rank Aggregation for Automatic Schema Matching
IEEE Transactions on Knowledge and Data Engineering
Approaches for semantic interoperability between domain ontologies
AOW '06 Proceedings of the second Australasian workshop on Advances in ontologies - Volume 72
Semantic enrichment in ontologies for matching
AOW '06 Proceedings of the second Australasian workshop on Advances in ontologies - Volume 72
Retrieval for decision support resources by structured models
Decision Support Systems
Journal of Intelligent Information Systems
COMA: a system for flexible combination of schema matching approaches
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
An integrated system for building enterprise taxonomies
Information Retrieval
Quickmig: automatic schema matching for data migration projects
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Exploiting tourism destinations' knowledge in an RDF-based P2P network
Journal of Network and Computer Applications
A pragmatic approach to mapping the open biomedical ontologies
International Journal of Bioinformatics Research and Applications
Multidimensional service-oriented ontology mapping
International Journal of Web Engineering and Technology
Bootstrapping pay-as-you-go data integration systems
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Integrating Cross-Language Hierarchies and Its Application to Retrieving Relevant Documents
ACM Transactions on Asian Language Information Processing (TALIP)
A framework for human-robot interaction
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Ontology change: Classification and survey
The Knowledge Engineering Review
On Capturing Semantics in Ontology Mapping
World Wide Web
A unified approach for schema matching, coreference and canonicalization
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Learning the Semantic Meaning of a Concept from the Web
CAI '07 Proceedings of the 20th conference of the Canadian Society for Computational Studies of Intelligence on Advances in Artificial Intelligence
Investigating Similarity of Ontology Instances and Its Causes
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Matching Hierarchies Using Shared Objects
ECDL '08 Proceedings of the 12th European conference on Research and Advanced Technology for Digital Libraries
Word Sense Disambiguation as the Primary Step of Ontology Integration
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Personalized Learning Using Ontologies and Semantic Web Technologies
WSKS '08 Proceedings of the 1st world summit on The Knowledge Society: Emerging Technologies and Information Systems for the Knowledge Society
Evaluating ontology mapping techniques: An experiment in public safety information sharing
Decision Support Systems
An FCA-based solution for ontology mediation
Proceedings of the 2nd international workshop on Ontologies and information systems for the semantic web
Theories of meaning in schema matching: An exploratory study
Information Systems
Web page classification: Features and algorithms
ACM Computing Surveys (CSUR)
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Evaluating the validity of data instances against ontology evolution over the Semantic Web
Information and Software Technology
Learning Concept Mappings from Instance Similarity
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
An Ontology-Based Approach for Discovering Semantic Relations between Agent Communication Protocols
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
Deriving Concept Mappings through Instance Mappings
ASWC '08 Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web
Advances in Web Semantics I
A Hybrid Method for Integrating Multiple Ontologies
Cybernetics and Systems
Extension of Schema Matching Platform ASMADE to Constraints and Mapping Expression
Advanced Internet Based Systems and Applications
Semantic and Conceptual Context-Aware Information Retrieval
Advanced Internet Based Systems and Applications
Inexact matching of ontology graphs using expectation-maximization
Web Semantics: Science, Services and Agents on the World Wide Web
Detecting innovative topics based on user-interest ontology
Web Semantics: Science, Services and Agents on the World Wide Web
Unified publication and discovery of semantic Web services
ACM Transactions on the Web (TWEB)
Ontology-driven Incremental Annotation of Educational Content for Instruction Planning
Proceedings of the 2005 conference on Towards Sustainable and Scalable Educational Innovations Informed by the Learning Sciences: Sharing Good Practices of Research, Experimentation and Innovation
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Aligning Music Genre Ontologies with Controlled Vocabularies
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
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
Dynamic situation modeling and reasoning under uncertainty
Proceedings of the 2009 international conference on Pervasive services
Inexact matching of ontology graphs using expectation-maximization
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
A maximum likelihood framework for integrating taxonomies
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Constraint-based entity matching
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
On capturing semantics in ontology mapping
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Integrating multiple internet directories by instance-based learning
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Corpus-based knowledge representation
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Markov network based ontology matching
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
On the Use of Description Logic for Semantic Interoperability of Enterprise Systems
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Semantic Interoperability of Heterogeneous Semantic Resources
Electronic Notes in Theoretical Computer Science (ENTCS)
Enhancing semantic image retrieval by query expansion using user-specific annotation profiles
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
Data storage management in semantic web service
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Peer-to-peer semantic coordination
Web Semantics: Science, Services and Agents on the World Wide Web
Learning to integrate web taxonomies
Web Semantics: Science, Services and Agents on the World Wide Web
Semantic email: theory and applications
Web Semantics: Science, Services and Agents on the World Wide Web
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
Towards automatic merging of domain ontologies: The HCONE-merge approach
Web Semantics: Science, Services and Agents on the World Wide Web
A SAT-based algorithm for context matching
CONTEXT'03 Proceedings of the 4th international and interdisciplinary conference on Modeling and using context
Ontological technologies for user modelling
International Journal of Metadata, Semantics and Ontologies
An automatic method for ontology mapping
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
Visualizing trends in knowledge management
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
IAOM: an integrated automatic ontology mapping approach towards knowledge integration
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Structure-based methods to enhance geospatial ontology alignment
GeoS'07 Proceedings of the 2nd international conference on GeoSpatial semantics
Combining the semantic web with the web as background knowledge for ontology mapping
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Discovering executable semantic mappings between ontologies
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Optimal learning of ontology mappings from human interactions
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Ontology matching using vector space
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Putting things in context: a topological approach to mapping contexts to ontologies
Journal on data semantics IX
Concept similarity calculation in ontology mapping
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Ontology mapping approach based on concept dimensions
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
An approach for multi-agent coordination based on semantic approximation
International Journal of Intelligent Information and Database Systems
Tuning the ensemble selection process of schema matchers
Information Systems
A semantic-based P2P resource management system
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 3
A semantic backend for content management systems
Knowledge-Based Systems
Assessing web services quality for call-by-call outsourcing
WISEW'03 Proceedings of the Fourth international conference on Web information systems engineering workshops
Mining concept similarities for heterogeneous ontologies
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Combining logic and probabilities for discovering mappings between taxonomies
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
On-the-fly ontology matching in smart spaces: a multi-model approach
ruSMART/NEW2AN'10 Proceedings of the Third conference on Smart Spaces and next generation wired, and 10th international conference on Wireless networking
Trust establishment in the formation of Virtual Organizations
Computer Standards & Interfaces
A multi-level matching algorithm for combining similarity measures in ontology integration
ODBIS'05/06 Proceedings of the First and Second VLDB conference on Ontologies-based databases and information systems
Class structures and lexical similarities of class names for ontology matching
ODBIS'05/06 Proceedings of the First and Second VLDB conference on Ontologies-based databases and information systems
Ontology agent for ensuring semantic interoperability among agents and semantic web
International Journal of Knowledge Engineering and Data Mining
Expert Systems with Applications: An International Journal
Proceedings of the 2011 conference on Information Modelling and Knowledge Bases XXII
Service-based semantic collaboration in networked systems: a conceptual perspective
The evolution of conceptual modeling
Ontology and instance matching
Knowledge-driven multimedia information extraction and ontology evolution
Discovery of probabilistic mappings between taxonomies: principles and experiments
Journal on data semantics XV
Semantic annotation model definition for systems interoperability
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems
Markov network based ontology matching
Journal of Computer and System Sciences
OMEN: a probabilistic ontology mapping tool
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Ontology fusion with complex mapping patterns
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
PowerAqua: fishing the semantic web
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Ontology mapping by axioms (OMA)
WM'05 Proceedings of the Third Biennial conference on Professional Knowledge Management
Clustering-based schema matching of web data for constructing digital library
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Bi-directional ontology versioning BOV
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Transforming heterogeneous messages automatically in web service composition
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
A combination framework for semantic based query across multiple ontologies
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
WWW information integration oriented classification ontology integrating approach
KSEM'06 Proceedings of the First international conference on Knowledge Science, Engineering and Management
Innovation detection based on user-interest ontology of blog community
ISWC'06 Proceedings of the 5th international conference on The Semantic Web
Extending HCONE-Merge by approximating the intended meaning of ontology concepts iteratively
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
Soundness of schema matching methods
ESWC'05 Proceedings of the Second European conference on The Semantic Web: research and Applications
Exploiting rich context: an incremental approach to context-based web search
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Operational decision support: context-based approach and technological framework
CONTEXT'05 Proceedings of the 5th international conference on Modeling and Using Context
Ontology translation on the semantic web
Journal on Data Semantics II
A survey of schema-based matching approaches
Journal on Data Semantics IV
Matching ontologies in open networked systems: techniques and applications
Journal on Data Semantics V
XSLTGen: a system for automatically generating XML transformations via semantic mappings
Journal on Data Semantics V
Aligning ontologies, evaluating concept similarities and visualizing results
Journal on Data Semantics V
Effective information sharing using concept mapping
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Multi agent ontology mapping framework in the AQUA question answering system
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Configuration of dynamic SME supply chains based on ontologies
HoloMAS'05 Proceedings of the Second international conference on Holonic and Multi-Agent Systems for Manufacturing
Analysis of an iterative algorithm for term-based ontology alignment
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
A framework of checking subsumption relations between composite concepts in different ontologies
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
SASMINT system for database interoperability in collaborative networks
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Using fuzzy conceptual graphs to map ontologies
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Towards an inductive methodology for ontology alignment through instance negotiation
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part I
Using lexical and logical methods for the alignment of medical terminologies
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Schema integration based on uncertain semantic mappings
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
Kuaba ontology: design rationale representation and reuse in model-based designs
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
Automatically grounding semantically-enriched conceptual models to concrete web services
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
A vector space model for semantic similarity calculation and OWL ontology alignment
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
Formalizing mappings for OWL spatiotemporal ontologies
DEXA'06 Proceedings of the 17th international conference on Database and Expert Systems Applications
EDBT'06 Proceedings of the 2006 international conference on Current Trends in Database Technology
Matching unstructured vocabularies using a background ontology
EKAW'06 Proceedings of the 15th international conference on Managing Knowledge in a World of Networks
Semantic mappings in description logics for spatio-temporal database schema integration
Journal on Data Semantics III
Managing uncertainty in schema matching with top-k schema mappings
Journal on Data Semantics VI
Semantic query planning mechanism on XML based web information systems
WISE'06 Proceedings of the 7th international conference on Web Information Systems
DALT'06 Proceedings of the 4th international conference on Declarative Agent Languages and Technologies
Mapping from student domain into website category
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Semantic components for timetabling
PATAT'04 Proceedings of the 5th international conference on Practice and Theory of Automated Timetabling
A matching algorithm for electronic data interchange
TES'05 Proceedings of the 6th international conference on Technologies for E-Services
GeoS'05 Proceedings of the First international conference on GeoSpatial Semantics
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
Mediation of foundation ontology based knowledge sources
Computers in Industry
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Proceedings of the 15th International Conference on Database Theory
Working in a dynamic environment: the nep4b approach as a MAS
AP2PC'08 Proceedings of the 7th international conference on Agents and Peer-to-Peer Computing
The generation Y of XML schema matching panel description
XSym'07 Proceedings of the 5th international conference on Database and XML Technologies
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
Learning to discover complex mappings from web forms to ontologies
Proceedings of the 21st ACM international conference on Information and knowledge management
Ontologies versus relational databases: are they so different? A comparison
Artificial Intelligence Review
Multimedia ontology matching by using visual and textual modalities
Multimedia Tools and Applications
AOW '07 Proceedings of the Third Australasian Workshop on Advances in Ontologies - Volume 85
Aligning freebase with the YAGO ontology
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Ontology as a Service (OaaS): a case for sub-ontology merging on the cloud
The Journal of Supercomputing
Combining human and computation intelligence: the case of data interlinking tools
International Journal of Metadata, Semantics and Ontologies
Analyzing multilingual knowledge innovation in patents
Expert Systems with Applications: An International Journal
A conceptual graph based approach for mappings among multiple fuzzy ontologies
Journal of Web Engineering
ACM Transactions on Database Systems (TODS) - Invited papers issue
Schema matching prediction with applications to data source discovery and dynamic ensembling
The VLDB Journal — The International Journal on Very Large Data Bases
Assessing the quality of large-scale data standards: A case of XBRL GAAP Taxonomy
Decision Support Systems
Ontology maintenance in high level architecture federation development and execution process
Integrated Computer-Aided Engineering
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Ontologies play a prominent role on the Semantic Web. They make possible the widespread publication of machine understandable data, opening myriad opportunities for automated information processing. However, because of the Semantic Web's distributed nature, data on it will inevitably come from many different ontologies. Information processing across ontologies is not possible without knowing the semantic mappings between their elements. Manually finding such mappings is tedious, error-prone, and clearly not possible at the Web scale. Hence, the development of tools to assist in the ontology mapping process is crucial to the success of the Semantic Web.We describe glue, a system that employs machine learning techniques to find such mappings. Given two ontologies, for each concept in one ontology glue finds the most similar concept in the other ontology. We give well-founded probabilistic definitions to several practical similarity measures, and show that glue can work with all of them. This is in contrast to most existing approaches, which deal with a single similarity measure. Another key feature of glue is that it uses multiple learning strategies, each of which exploits a different type of information either in the data instances or in the taxonomic structure of the ontologies. To further improve matching accuracy, we extend glue to incorporate commonsense knowledge and domain constraints into the matching process. For this purpose, we show that relaxation labeling, a well-known constraint optimization technique used in computer vision and other fields, can be adapted to work efficiently in our context. Our approach is thus distinguished in that it works with a variety of well-defined similarity notions and that it efficiently incorporates multiple types of knowledge. We describe a set of experiments on several real-world domains, and show that glue proposes highly accurate semantic mappings.