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- 4 creator enrico-motta.
- 4 creator fouad-zablith.
- 4 creator marta-sabou.
- 4 creator mathieu-daquin.
- 4 type InProceedings.
- 4 label "Using Background Knowledge for Ontology Evolution".
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- 4 abstract "One of the current bottlenecks for automating ontology evolution is resolving the right links between newly arising information and the existing knowledge in the ontology. Most of existing approaches mainly rely on the user when it comes to capturing and representing new knowledge. Our ontology evolution framework intends to reduce or even eliminate user input through the use of background knowledge. In this paper, we show how various sources of background knowledge could be exploited for relation discovery. We perform a relation discovery experiment focusing on the use of WordNet and Semantic Web ontologies as sources of background knowledge. We back our experiment with a thorough analysis that highlights various issues on how to improve and validate relation discovery in the future, which will directly improve the task of automatically performing ontology changes during evolution.".
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- 4 title "Using Background Knowledge for Ontology Evolution".
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- item-1 hasContent fouad-zablith.
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- 5 creator floriana-esposito.
- 5 creator francesca-alessandra-lisi.
- 5 type InProceedings.
- 5 label "Supporting the Evolution of SHIQ Ontologies with Inductive Logic Programming -- A Preliminary Study".
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- 5 abstract "The definition of new concepts or roles for which extensional knowledge become available can turn out to be necessary to make a DL ontology evolve. In this paper we reformulate this task as a machine learning problem and study a solution based on techniques borrowed from that form of logic-based machine learning known under the name of Inductive Logic Programming (ILP). More precisely, we propose to adapt previous ILP results to the knowledge representation framework of DL+log in order to learn rules to be used for changing SHIQ ontologies.".
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- 5 title "Supporting the Evolution of SHIQ Ontologies with Inductive Logic Programming -- A Preliminary Study".
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- 1 creator danny-ayers.
- 1 creator nadeem-shabir.
- 1 creator rob-styles.
- 1 type InProceedings.
- 1 label "Semantic Marc, MARC21 and The Semantic Web".
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- 1 abstract "The MARC standard for exchanging bibliographic data has been in use for several decades and is used by major libraries worldwide. This paper discusses the possibilities of representing the most prevalent form of MARC, MARC21, as RDF for the Semantic Web, and aims to understand the tradeoffs, if any, resulting from transforming the data. Critically our approach goes beyond a simple transliteration of the MARC21 record syntax to develop rich semantic descriptions of the varied things which may be described using bibliographic records. We present an algorithmic approach for consistently generating URIs from textual data, discuss the algorithmic matching of author names and suggest how RDF generated from MARC records may be linked to other data sources on the Web.".
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- 10 creator michael-hausenblas.
- 10 creator wolfgang-halb.
- 10 creator yves-raimond.
- 10 type InProceedings.
- 10 label "Building Linked Data For Both Humans and Machines".
- 10 sameAs 10.