Matches in SemOpenAlex for { <https://semopenalex.org/work/W2620686931> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2620686931 endingPage "923" @default.
- W2620686931 startingPage "914" @default.
- W2620686931 abstract "Determining the main topics in consumer health questions is a crucial step in their processing as it allows narrowing the search space to a specific semantic context. In this paper we propose a topic recognition approach based on biomedical and open-domain knowledge bases. In the first step of our method, we recognize named entities in consumer health questions using an unsupervised method that relies on a biomedical knowledge base, UMLS, and an open-domain knowledge base, DBpedia. In the next step, we cast topic recognition as a binary classification problem of deciding whether a named entity is the question topic or not. We evaluated our approach on a dataset from the National Library of Medicine (NLM), introduced in this paper, and another from the Genetic and Rare Disease Information Center (GARD). The combination of knowledge bases outperformed the results obtained by individual knowledge bases by up to 16.5% F1 and achieved state-of-the-art performance. Our results demonstrate that combining open-domain knowledge bases with biomedical knowledge bases can lead to a substantial improvement in understanding user-generated health content." @default.
- W2620686931 created "2017-06-09" @default.
- W2620686931 creator A5016571803 @default.
- W2620686931 creator A5037733110 @default.
- W2620686931 creator A5046709245 @default.
- W2620686931 creator A5046764593 @default.
- W2620686931 date "2016-01-01" @default.
- W2620686931 modified "2023-10-16" @default.
- W2620686931 title "Combining Open-domain and Biomedical Knowledge for Topic Recognition in Consumer Health Questions." @default.
- W2620686931 cites W123403989 @default.
- W2620686931 cites W1575184037 @default.
- W2620686931 cites W2017019663 @default.
- W2620686931 cites W2054070929 @default.
- W2620686931 cites W2159583324 @default.
- W2620686931 cites W2345785790 @default.
- W2620686931 cites W2412542244 @default.
- W2620686931 cites W2419826580 @default.
- W2620686931 cites W34777261 @default.
- W2620686931 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5333243" @default.
- W2620686931 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28269888" @default.
- W2620686931 hasPublicationYear "2016" @default.
- W2620686931 type Work @default.
- W2620686931 sameAs 2620686931 @default.
- W2620686931 citedByCount "6" @default.
- W2620686931 countsByYear W26206869312017 @default.
- W2620686931 countsByYear W26206869312018 @default.
- W2620686931 countsByYear W26206869312019 @default.
- W2620686931 countsByYear W26206869312022 @default.
- W2620686931 crossrefType "journal-article" @default.
- W2620686931 hasAuthorship W2620686931A5016571803 @default.
- W2620686931 hasAuthorship W2620686931A5037733110 @default.
- W2620686931 hasAuthorship W2620686931A5046709245 @default.
- W2620686931 hasAuthorship W2620686931A5046764593 @default.
- W2620686931 hasConcept C134306372 @default.
- W2620686931 hasConcept C151730666 @default.
- W2620686931 hasConcept C154945302 @default.
- W2620686931 hasConcept C162324750 @default.
- W2620686931 hasConcept C187736073 @default.
- W2620686931 hasConcept C204321447 @default.
- W2620686931 hasConcept C207685749 @default.
- W2620686931 hasConcept C23123220 @default.
- W2620686931 hasConcept C2522767166 @default.
- W2620686931 hasConcept C2779135771 @default.
- W2620686931 hasConcept C2779343474 @default.
- W2620686931 hasConcept C2780451532 @default.
- W2620686931 hasConcept C33923547 @default.
- W2620686931 hasConcept C36503486 @default.
- W2620686931 hasConcept C41008148 @default.
- W2620686931 hasConcept C4554734 @default.
- W2620686931 hasConcept C69505689 @default.
- W2620686931 hasConcept C86803240 @default.
- W2620686931 hasConceptScore W2620686931C134306372 @default.
- W2620686931 hasConceptScore W2620686931C151730666 @default.
- W2620686931 hasConceptScore W2620686931C154945302 @default.
- W2620686931 hasConceptScore W2620686931C162324750 @default.
- W2620686931 hasConceptScore W2620686931C187736073 @default.
- W2620686931 hasConceptScore W2620686931C204321447 @default.
- W2620686931 hasConceptScore W2620686931C207685749 @default.
- W2620686931 hasConceptScore W2620686931C23123220 @default.
- W2620686931 hasConceptScore W2620686931C2522767166 @default.
- W2620686931 hasConceptScore W2620686931C2779135771 @default.
- W2620686931 hasConceptScore W2620686931C2779343474 @default.
- W2620686931 hasConceptScore W2620686931C2780451532 @default.
- W2620686931 hasConceptScore W2620686931C33923547 @default.
- W2620686931 hasConceptScore W2620686931C36503486 @default.
- W2620686931 hasConceptScore W2620686931C41008148 @default.
- W2620686931 hasConceptScore W2620686931C4554734 @default.
- W2620686931 hasConceptScore W2620686931C69505689 @default.
- W2620686931 hasConceptScore W2620686931C86803240 @default.
- W2620686931 hasLocation W26206869311 @default.
- W2620686931 hasOpenAccess W2620686931 @default.
- W2620686931 hasPrimaryLocation W26206869311 @default.
- W2620686931 hasRelatedWork W1525691822 @default.
- W2620686931 hasRelatedWork W2328532631 @default.
- W2620686931 hasRelatedWork W2568140311 @default.
- W2620686931 hasRelatedWork W2585785990 @default.
- W2620686931 hasRelatedWork W3093553144 @default.
- W2620686931 hasRelatedWork W3107474891 @default.
- W2620686931 hasRelatedWork W3133565518 @default.
- W2620686931 hasRelatedWork W3158582791 @default.
- W2620686931 hasRelatedWork W3166593409 @default.
- W2620686931 hasRelatedWork W4287636191 @default.
- W2620686931 hasVolume "2016" @default.
- W2620686931 isParatext "false" @default.
- W2620686931 isRetracted "false" @default.
- W2620686931 magId "2620686931" @default.
- W2620686931 workType "article" @default.