Matches in SemOpenAlex for { <https://semopenalex.org/work/W2402527609> ?p ?o ?g. }
Showing items 1 to 50 of
50
with 100 items per page.
- W2402527609 abstract "Dynamic environments require effective update mechanisms for ontologies to incorporate new knowledge. In this position paper we present a dynamic framework for ontology learning which integrates automated learning methods with rapid user feedback mechanism to build and extend lightweight domain ontologies at regular intervals. Automated methods collect evidence from a variety of heterogeneous sources and generate an ontology with spreading activation techniques, while crowdsourcing in the form of Games with a Purpose validates the new ontology elements. Special data structures support dynamic confidence management in regards to three major aspects of the ontology: (i) the incoming facts collected from evidence sources, (ii) the relations that constitute the extended ontology, and (iii) the observed quality of evidence sources. Based on these data structures we propose trend detection experiments to measure not only significant changes in the domain, but also in the conceptualization suggested by user feedback" @default.
- W2402527609 created "2016-06-24" @default.
- W2402527609 creator A5002849767 @default.
- W2402527609 creator A5024270810 @default.
- W2402527609 creator A5058705629 @default.
- W2402527609 creator A5088348790 @default.
- W2402527609 date "2012-01-01" @default.
- W2402527609 modified "2023-10-05" @default.
- W2402527609 title "Confidence Management for Learning Ontologies from Dynamic Web Sources" @default.
- W2402527609 doi "https://doi.org/10.5220/0004111101720177" @default.
- W2402527609 hasPublicationYear "2012" @default.
- W2402527609 type Work @default.
- W2402527609 sameAs 2402527609 @default.
- W2402527609 citedByCount "0" @default.
- W2402527609 crossrefType "proceedings-article" @default.
- W2402527609 hasAuthorship W2402527609A5002849767 @default.
- W2402527609 hasAuthorship W2402527609A5024270810 @default.
- W2402527609 hasAuthorship W2402527609A5058705629 @default.
- W2402527609 hasAuthorship W2402527609A5088348790 @default.
- W2402527609 hasBestOaLocation W24025276092 @default.
- W2402527609 hasConcept C136764020 @default.
- W2402527609 hasConcept C2129575 @default.
- W2402527609 hasConcept C23123220 @default.
- W2402527609 hasConcept C2522767166 @default.
- W2402527609 hasConcept C41008148 @default.
- W2402527609 hasConcept C56739046 @default.
- W2402527609 hasConceptScore W2402527609C136764020 @default.
- W2402527609 hasConceptScore W2402527609C2129575 @default.
- W2402527609 hasConceptScore W2402527609C23123220 @default.
- W2402527609 hasConceptScore W2402527609C2522767166 @default.
- W2402527609 hasConceptScore W2402527609C41008148 @default.
- W2402527609 hasConceptScore W2402527609C56739046 @default.
- W2402527609 hasLocation W24025276091 @default.
- W2402527609 hasLocation W24025276092 @default.
- W2402527609 hasOpenAccess W2402527609 @default.
- W2402527609 hasPrimaryLocation W24025276091 @default.
- W2402527609 hasRelatedWork W2086064646 @default.
- W2402527609 hasRelatedWork W2119135658 @default.
- W2402527609 hasRelatedWork W2144347024 @default.
- W2402527609 hasRelatedWork W2157836056 @default.
- W2402527609 hasRelatedWork W2323581027 @default.
- W2402527609 hasRelatedWork W2355894329 @default.
- W2402527609 hasRelatedWork W2357241418 @default.
- W2402527609 hasRelatedWork W2380556669 @default.
- W2402527609 hasRelatedWork W2748952813 @default.
- W2402527609 hasRelatedWork W2999699891 @default.
- W2402527609 isParatext "false" @default.
- W2402527609 isRetracted "false" @default.
- W2402527609 magId "2402527609" @default.
- W2402527609 workType "article" @default.