Ontology Population and Enrichment: State of the Art
Identifieur interne : 000384 ( Main/Exploration ); précédent : 000383; suivant : 000385Ontology Population and Enrichment: State of the Art
Auteurs : Georgios Petasis [Grèce] ; Vangelis Karkaletsis [Grèce] ; Georgios Paliouras [Grèce] ; Anastasia Krithara [Grèce] ; Elias Zavitsanos [Grèce]Source :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: Ontology learning is the process of acquiring (constructing or integrating) an ontology (semi-) automatically. Being a knowledge acquisition task, it is a complex activity, which becomes even more complex in the context of the BOEMIE project, due to the management of multimedia resources and the multi-modal semantic interpretation that they require. The purpose of this chapter is to present a survey of the most relevant methods, techniques and tools used for the task of ontology learning. Adopting a practical perspective, an overview of the main activities involved in ontology learning is presented. This breakdown of the learning process is used as a basis for the comparative analysis of existing tools and approaches. The comparison is done along dimensions that emphasize the particular interests of the BOEMIE project. In this context, ontology learning in BOEMIE is treated and compared to the state of the art, explaining how BOEMIE addresses problems observed in existing systems and contributes to issues that are not frequently considered by existing approaches.
Url:
DOI: 10.1007/978-3-642-20795-2_6
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 000B86
- to stream Istex, to step Curation: 000B71
- to stream Istex, to step Checkpoint: 000040
- to stream Main, to step Merge: 000389
- to stream Main, to step Curation: 000384
Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct:series"><teiHeader><fileDesc><titleStmt><title xml:lang="en">Ontology Population and Enrichment: State of the Art</title><author><name sortKey="Petasis, Georgios" sort="Petasis, Georgios" uniqKey="Petasis G" first="Georgios" last="Petasis">Georgios Petasis</name></author><author><name sortKey="Karkaletsis, Vangelis" sort="Karkaletsis, Vangelis" uniqKey="Karkaletsis V" first="Vangelis" last="Karkaletsis">Vangelis Karkaletsis</name></author><author><name sortKey="Paliouras, Georgios" sort="Paliouras, Georgios" uniqKey="Paliouras G" first="Georgios" last="Paliouras">Georgios Paliouras</name></author><author><name sortKey="Krithara, Anastasia" sort="Krithara, Anastasia" uniqKey="Krithara A" first="Anastasia" last="Krithara">Anastasia Krithara</name></author><author><name sortKey="Zavitsanos, Elias" sort="Zavitsanos, Elias" uniqKey="Zavitsanos E" first="Elias" last="Zavitsanos">Elias Zavitsanos</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:2BA58584FB30E4ABA5E975EA46D3AB460D906B13</idno><date when="2011" year="2011">2011</date><idno type="doi">10.1007/978-3-642-20795-2_6</idno><idno type="url">https://api.istex.fr/document/2BA58584FB30E4ABA5E975EA46D3AB460D906B13/fulltext/pdf</idno><idno type="wicri:Area/Istex/Corpus">000B86</idno><idno type="wicri:Area/Istex/Curation">000B71</idno><idno type="wicri:Area/Istex/Checkpoint">000040</idno><idno type="wicri:doubleKey">0302-9743:2011:Petasis G:ontology:population:and</idno><idno type="wicri:Area/Main/Merge">000389</idno><idno type="wicri:Area/Main/Curation">000384</idno><idno type="wicri:Area/Main/Exploration">000384</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">Ontology Population and Enrichment: State of the Art</title><author><name sortKey="Petasis, Georgios" sort="Petasis, Georgios" uniqKey="Petasis G" first="Georgios" last="Petasis">Georgios Petasis</name><affiliation wicri:level="1"><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Informatics and Telecommunications, National Centre for Scientific Research “Demokritos”, 15310, Ag. Paraskevi, Attiki</wicri:regionArea><wicri:noRegion>Attiki</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Grèce</country></affiliation></author><author><name sortKey="Karkaletsis, Vangelis" sort="Karkaletsis, Vangelis" uniqKey="Karkaletsis V" first="Vangelis" last="Karkaletsis">Vangelis Karkaletsis</name><affiliation wicri:level="1"><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Informatics and Telecommunications, National Centre for Scientific Research “Demokritos”, 15310, Ag. Paraskevi, Attiki</wicri:regionArea><wicri:noRegion>Attiki</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Grèce</country></affiliation></author><author><name sortKey="Paliouras, Georgios" sort="Paliouras, Georgios" uniqKey="Paliouras G" first="Georgios" last="Paliouras">Georgios Paliouras</name><affiliation wicri:level="1"><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Informatics and Telecommunications, National Centre for Scientific Research “Demokritos”, 15310, Ag. Paraskevi, Attiki</wicri:regionArea><wicri:noRegion>Attiki</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Grèce</country></affiliation></author><author><name sortKey="Krithara, Anastasia" sort="Krithara, Anastasia" uniqKey="Krithara A" first="Anastasia" last="Krithara">Anastasia Krithara</name><affiliation wicri:level="1"><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Informatics and Telecommunications, National Centre for Scientific Research “Demokritos”, 15310, Ag. Paraskevi, Attiki</wicri:regionArea><wicri:noRegion>Attiki</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Grèce</country></affiliation></author><author><name sortKey="Zavitsanos, Elias" sort="Zavitsanos, Elias" uniqKey="Zavitsanos E" first="Elias" last="Zavitsanos">Elias Zavitsanos</name><affiliation wicri:level="1"><country xml:lang="fr">Grèce</country><wicri:regionArea>Institute of Informatics and Telecommunications, National Centre for Scientific Research “Demokritos”, 15310, Ag. Paraskevi, Attiki</wicri:regionArea><wicri:noRegion>Attiki</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Grèce</country></affiliation></author></analytic><monogr></monogr><series><title level="s">Lecture Notes in Computer Science</title><imprint><date>2011</date></imprint><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series><idno type="istex">2BA58584FB30E4ABA5E975EA46D3AB460D906B13</idno><idno type="DOI">10.1007/978-3-642-20795-2_6</idno><idno type="ChapterID">6</idno><idno type="ChapterID">Chap6</idno></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass><langUsage><language ident="en">en</language></langUsage></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: Ontology learning is the process of acquiring (constructing or integrating) an ontology (semi-) automatically. Being a knowledge acquisition task, it is a complex activity, which becomes even more complex in the context of the BOEMIE project, due to the management of multimedia resources and the multi-modal semantic interpretation that they require. The purpose of this chapter is to present a survey of the most relevant methods, techniques and tools used for the task of ontology learning. Adopting a practical perspective, an overview of the main activities involved in ontology learning is presented. This breakdown of the learning process is used as a basis for the comparative analysis of existing tools and approaches. The comparison is done along dimensions that emphasize the particular interests of the BOEMIE project. In this context, ontology learning in BOEMIE is treated and compared to the state of the art, explaining how BOEMIE addresses problems observed in existing systems and contributes to issues that are not frequently considered by existing approaches.</div></front></TEI><affiliations><list><country><li>Grèce</li></country></list><tree><country name="Grèce"><noRegion><name sortKey="Petasis, Georgios" sort="Petasis, Georgios" uniqKey="Petasis G" first="Georgios" last="Petasis">Georgios Petasis</name></noRegion><name sortKey="Karkaletsis, Vangelis" sort="Karkaletsis, Vangelis" uniqKey="Karkaletsis V" first="Vangelis" last="Karkaletsis">Vangelis Karkaletsis</name><name sortKey="Karkaletsis, Vangelis" sort="Karkaletsis, Vangelis" uniqKey="Karkaletsis V" first="Vangelis" last="Karkaletsis">Vangelis Karkaletsis</name><name sortKey="Krithara, Anastasia" sort="Krithara, Anastasia" uniqKey="Krithara A" first="Anastasia" last="Krithara">Anastasia Krithara</name><name sortKey="Krithara, Anastasia" sort="Krithara, Anastasia" uniqKey="Krithara A" first="Anastasia" last="Krithara">Anastasia Krithara</name><name sortKey="Paliouras, Georgios" sort="Paliouras, Georgios" uniqKey="Paliouras G" first="Georgios" last="Paliouras">Georgios Paliouras</name><name sortKey="Paliouras, Georgios" sort="Paliouras, Georgios" uniqKey="Paliouras G" first="Georgios" last="Paliouras">Georgios Paliouras</name><name sortKey="Petasis, Georgios" sort="Petasis, Georgios" uniqKey="Petasis G" first="Georgios" last="Petasis">Georgios Petasis</name><name sortKey="Zavitsanos, Elias" sort="Zavitsanos, Elias" uniqKey="Zavitsanos E" first="Elias" last="Zavitsanos">Elias Zavitsanos</name><name sortKey="Zavitsanos, Elias" sort="Zavitsanos, Elias" uniqKey="Zavitsanos E" first="Elias" last="Zavitsanos">Elias Zavitsanos</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/OcrV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000384 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000384 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= OcrV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= ISTEX:2BA58584FB30E4ABA5E975EA46D3AB460D906B13
|texte= Ontology Population and Enrichment: State of the Art
}}
| This area was generated with Dilib version V0.6.32. |  |