1 / 34

A Tool to Support Ontology Creation Based on Incremental Mini-Ontology Merging

A comprehensive tool for ontology creation via incremental mini-ontology merging in geopolitical domains. Features manual, semi-automatic, automatic modes, graphical and textual views, and API for custom algorithms.

domoniquel
Download Presentation

A Tool to Support Ontology Creation Based on Incremental Mini-Ontology Merging

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. A Tool to Support Ontology Creation Based on Incremental Mini-Ontology Merging Zonghui Lian Data Extraction Research Group Supported by

  2. Introduction • Data extraction • Web annotation • Semantic web

  3. Motivation: Ontology Creation • Information collection and analysis • Concept and relationship design • Iterative construction

  4. TANGO: Table ANalysis for Generating Ontologies

  5. TANGO: Table ANalysis for Generating Ontologies

  6. City People Ontology Creation Based on Incremental Mini-Ontology Merging Geopolitical Domain Ontology

  7. City People Ontology Creation Based on Incremental Mini-Ontology Merging Geopolitical Domain Ontology

  8. Country City People Ontology Creation Based on Incremental Mini-Ontology Merging Geopolitical Domain Ontology

  9. Country City People State Ontology Creation Based on Incremental Mini-Ontology Merging Geopolitical Domain Ontology

  10. Country City People State Ontology Creation Based on Incremental Mini-Ontology Merging Geopolitical Domain Ontology

  11. Ontology Mapping and Merging • Create mappings • Detect and resolve conflicts • Perform merging • Process semi-automatically/automatically

  12. Features • Mapping and merging • Graphical view • Textual view • Issue-Default-Suggestion (IDS) statements • Manual, semi-automatic, automatic modes • APIs for mapping and merging algorithms • Ontology components • Instance values • Mapping information

  13. Mapping and Merging

  14. Mapping and Merging

  15. Mapping and Merging

  16. Mapping and Merging

  17. Mapping and Merging

  18. Mapping and Merging

  19. Mapping and Merging

  20. Mapping and Merging

  21. Mapping and Merging

  22. Mapping and Merging

  23. OSM-L

  24. Mapping and Merging

  25. Mapping and Merging

  26. Mapping and Merging

  27. Semi-Automatic and Automatic Models

  28. API for Mapping and Merging Algorithms • Register file • Java interface class Algorithm

  29. API for Mapping and Merging Algorithms

  30. API for Mapping and Merging Algorithms 74 Methods • Access/control the target and source ontology components • Create/delete mappings between ontology components and data instances

  31. Validation • Test the usability of the tool • 12 ontologies in the geopolitical domain. • 76 object sets, 63 relationship sets. • OntologyEditor only, manual, semi-automatic and automatic mode.

  32. Validation

  33. Validation • Test the usability of the tool • 12 ontologies in the geopolitical domain. • 76 object sets, 63 relationship sets. • OntologyEditor only, manual, semi-automatic and automatic mode. • Test the API with Naïve mapping and Merging algorithms

  34. Contribution • A tool for ontology mapping and merging • Manual • Semi-automatic/automatic • API for plug-in algorithms • TANGO: ontology creation

More Related