AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies
AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies | |
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AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies
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Bibliographical Metadata | |
Subject: | Ontology Alignment |
Year: | 2009 |
Authors: | Isabel F. Cruz, Flavio Palandri Antonelli, Cosmin Stroe |
Venue | VLDB |
Content Metadata | |
Problem: | Link Discovery |
Approach: | No data available now. |
Implementation: | AgreementMaker |
Evaluation: | No data available now. |
Contents
Abstract
We present the AgreementMaker system for matching real-world schemas and ontologies, which may consist of hundreds or even thousands of concepts. The end users of the system are sophisticated domain experts whose needs have driven the design and implementation of the system: they require a responsive, powerful, and extensible framework to perform, evaluate, and compare matching methods. The system comprises a wide range of matching methods addressing di�erent levels of granularity of the components being matched (conceptual vs. structural), the amount of user intervention that they require (manual vs. automatic), their usage (stand-alone vs. composed), and the types of components to consider (schema only or schema and instances). Performance measurements (recall, precision, and runtime) are supported by the system, along with the weighted combination of the results provided by those methods. The AgreementMaker has been used and tested in practical applications and in the Ontology Alignment Evaluation Initiative (OAEI) competition. We report here on some of its most advanced features, including its extensible architecture that facilitates the integration and performance tuning of a variety of matching methods, its capability to evaluate, compare, and combine matching results, and its user interface with a control panel that drives all the matching methods and evaluation strategies.
Conclusion
No data available now.
Future work
No data available now.
Approach
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Negative Aspects: No data available now.
Limitations: No data available now.
Challenges: No data available now.
Proposes Algorithm: No data available now.
Methodology: No data available now.
Requirements: No data available now.
Limitations: No data available now.
Implementations
Download-page: No data available now.
Access API: No data available now.
Information Representation: No data available now.
Data Catalogue: {{{Catalogue}}}
Runs on OS: No data available now.
Vendor: No data available now.
Uses Framework: No data available now.
Has Documentation URL: No data available now.
Programming Language: No data available now.
Version: No data available now.
Platform: No data available now.
Toolbox: No data available now.
GUI: No
Research Problem
Subproblem of: No data available now.
RelatedProblem: No data available now.
Motivation: No data available now.
Evaluation
Experiment Setup: No data available now.
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Description: No data available now.
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Benchmark used: No data available now.
Results: No data available now.
Access API | No data available now. + |
Event in series | VLDB + |
Has Benchmark | No data available now. + |
Has Challenges | No data available now. + |
Has DataCatalouge | {{{Catalogue}}} + |
Has Description | No data available now. + |
Has Dimensions | {{{Dimensions}}} + |
Has DocumentationURL | http://No data available now. + |
Has Downloadpage | http://No data available now. + |
Has Evaluation | No data available now. + |
Has EvaluationMethod | No data available now. + |
Has ExperimentSetup | No data available now. + |
Has GUI | No + |
Has Hypothesis | No data available now. + |
Has Implementation | AgreementMaker + |
Has InfoRepresentation | No data available now. + |
Has Limitations | No data available now. + |
Has NegativeAspects | No data available now. + |
Has PositiveAspects | No data available now. + |
Has Requirements | No data available now. + |
Has Results | No data available now. + |
Has Subproblem | No data available now. + |
Has Version | No data available now. + |
Has abstract | We present the AgreementMaker system for m … We present the AgreementMaker system for matching real-world schemas and ontologies, which may consist of hundreds or even thousands of concepts. The end users of the system are sophisticated domain experts whose needs have driven the design and implementation of the system: they
atching methods and evaluation strategies. +require a responsive, powerful, and extensible framework to perform, evaluate, and compare matching methods. The system comprises a wide range of matching methods addressing di�erent levels of granularity of the components being matched (conceptual vs. structural), the amount of user intervention that they require (manual vs. automatic), their usage (stand-alone vs. composed), and the types of components to consider (schema only or schema and instances). Performance measurements (recall, precision, and runtime) are supported by the system, along with the weighted combination of the results provided by those methods. The AgreementMaker has been used and tested in practical applications and in the Ontology Alignment Evaluation Initiative (OAEI) competition. We report here on some of its most advanced features, including its extensible architecture that facilitates the integration and performance tuning of a variety of matching methods, its capability to evaluate, compare, and combine matching results, and its user interface with a control panel that drives all the matching methods and evaluation strategies. |
Has approach | No data available now. + |
Has authors | Isabel F. Cruz +, Flavio Palandri Antonelli + and Cosmin Stroe + |
Has conclusion | No data available now. + |
Has future work | No data available now. + |
Has motivation | No data available now. + |
Has platform | No data available now. + |
Has problem | Link Discovery + |
Has relatedProblem | No data available now. + |
Has subject | Ontology Alignment + |
Has vendor | No data available now. + |
Has year | 2009 + |
ImplementedIn ProgLang | No data available now. + |
Proposes Algorithm | No data available now. + |
RunsOn OS | No data available now. + |
Title | AgreementMaker: Efficient Matching for Large Real-World Schemas and Ontologies + |
Uses Framework | No data available now. + |
Uses Methodology | No data available now. + |
Uses Toolbox | No data available now. + |