Incremental Classification of Description Logics Ontologies
The development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a collection of techniques for incremental reasoning – that is, re...
| Main Authors: | , , , , |
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| Format: | Journal article |
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2010
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| _version_ | 1797070381546209280 |
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| author | Grau, C Bernardo Halaschek−Wiener, C Kazakov, Y Suntisrivaraporn, B |
| author_facet | Grau, C Bernardo Halaschek−Wiener, C Kazakov, Y Suntisrivaraporn, B |
| author_sort | Grau, C |
| collection | OXFORD |
| description | The development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a collection of techniques for incremental reasoning – that is, reasoning that reuses information obtained from previous versions of an ontology. We have applied our results to incremental classification of OWL ontologies and found significant improvement over regular classification time on a set of real-world ontologies. |
| first_indexed | 2024-03-06T22:37:59Z |
| format | Journal article |
| id | oxford-uuid:5a952a5d-6aa0-422c-813c-81691be16928 |
| institution | University of Oxford |
| last_indexed | 2024-03-06T22:37:59Z |
| publishDate | 2010 |
| record_format | dspace |
| spelling | oxford-uuid:5a952a5d-6aa0-422c-813c-81691be169282022-03-26T17:16:32ZIncremental Classification of Description Logics OntologiesJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:5a952a5d-6aa0-422c-813c-81691be16928Department of Computer Science2010Grau, CBernardoHalaschek−Wiener, CKazakov, YSuntisrivaraporn, BThe development of ontologies involves continuous but relatively small modifications. However, existing ontology reasoners do not take advantage of the similarities between different versions of an ontology. In this paper, we propose a collection of techniques for incremental reasoning – that is, reasoning that reuses information obtained from previous versions of an ontology. We have applied our results to incremental classification of OWL ontologies and found significant improvement over regular classification time on a set of real-world ontologies. |
| spellingShingle | Grau, C Bernardo Halaschek−Wiener, C Kazakov, Y Suntisrivaraporn, B Incremental Classification of Description Logics Ontologies |
| title | Incremental Classification of Description Logics Ontologies |
| title_full | Incremental Classification of Description Logics Ontologies |
| title_fullStr | Incremental Classification of Description Logics Ontologies |
| title_full_unstemmed | Incremental Classification of Description Logics Ontologies |
| title_short | Incremental Classification of Description Logics Ontologies |
| title_sort | incremental classification of description logics ontologies |
| work_keys_str_mv | AT grauc incrementalclassificationofdescriptionlogicsontologies AT bernardo incrementalclassificationofdescriptionlogicsontologies AT halaschekwienerc incrementalclassificationofdescriptionlogicsontologies AT kazakovy incrementalclassificationofdescriptionlogicsontologies AT suntisrivarapornb incrementalclassificationofdescriptionlogicsontologies |