Information Flow based Ontology Mapping - 2002

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Yannis Kalfoglou

how information flow theory can be applied to enable ontology mapping

Technology

Yannis Kalfoglou IAM Dept. of Electronics and Computer Science University of Southampton Ontology Mapping Marco Schorlemmer CISA Division of Informatics University of Edinburgh Information Flow based ontology mapping

The Big Picture Local ontology Reference ontology Ontology mappings A theory and a method for Ontology mapping Information Flow based Ontology Mapping

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Overview

and the community has responded… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

but ontology mapping is still ad hoc… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

A theory for ontology mapping… ,[object Object],[object Object],[object Object],[object Object],├─ thing thing ├─ building,car building ├─ thing vehicle ├─ thing car ├─ vehicle building,vehicle ├─ building vehicle car thing thing building vehicle car a 1 1 0 0 b 1 0 1 0 c 1 0 1 1 ontology local logic classification

which uses classifications and yields infomorphisms Maps of ontologies… thing building vehicle car a 1 1 0 0 b 1 0 1 0 c 1 0 1 1 … are modelled as infomorphisms ,… … and represented as classifications : entity house cottage automobile x 1 0 0 1 y 1 1 0 0 z 1 1 1 0 1 0 1 1 1 1 0 0 1 1 0 0 thing building vehicle car entity automobile cottage house a b c x y z

How to apply the theory… ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

… a methodology ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Test case: AKT Ref/Soton/Edin ontologies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],[object Object],Test case: AKT Ref/Soton/Edin ontologies

[object Object],[object Object],[object Object],[object Object],[object Object],Mapping scenarios

Extensions: ontology merging IF-Merge: a method for ontology merging/alignment ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Extensions: ontology evolution ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Conclusions

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Information Flow based Ontology Mapping - 2002

1. Yannis Kalfoglou IAM Dept. of Electronics and Computer Science University of Southampton Ontology Mapping Marco Schorlemmer CISA Division of Informatics University of Edinburgh Information Flow based ontology mapping

2. The Big Picture Local ontology Reference ontology Ontology mappings A theory and a method for Ontology mapping Information Flow based Ontology Mapping

8. which uses classifications and yields infomorphisms Maps of ontologies… thing building vehicle car a 1 1 0 0 b 1 0 1 0 c 1 0 1 1 … are modelled as infomorphisms ,… … and represented as classifications : entity house cottage automobile x 1 0 0 1 y 1 1 0 0 z 1 1 1 0 1 0 1 1 1 1 0 0 1 1 0 0 thing building vehicle car entity automobile cottage house a b c x y z

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11. the methodology diagrammatically

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Information Flow based Ontology Mapping - 2002

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