FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019226543> ?p ?o ?g. }

• W2019226543 endingPage "73" @default.
• W2019226543 startingPage "66" @default.
• W2019226543 abstract "One challenge for the Semantic Web is to scalably establish high quality owl: same As links between co referent ontology instances in different data sources, traditional approaches that exhaustively compare every pair of instances do not scale well to large datasets. In this paper, we propose a pruning-based algorithm for reducing the complexity of entity co reference. First, we discard candidate pairs of instances that are not sufficiently similar to the same pool of other instances. A sigmoid function based thresholding method is proposed to automatically adjust the threshold for such commonality on-the-fly. In our prior work, each instance is associated with a context graph consisting of neighboring RDF nodes. In this paper, we speed up the comparison for a single pair of instances by pruning insignificant context in the graph, this is accomplished by evaluating its potential contribution to the final similarity measure. We evaluate our system on three Semantic Web instance categories. We verify the effectiveness of our thresholding and context pruning methods by comparing to nine state-of-the-art systems. We show that our algorithm frequently outperforms those systems with a runtime speedup factor of 18 to 24 while maintaining competitive F1-scores. For datasets of up to 1 million instances, this translates to as much as 370 hours improvement in runtime." @default.
• W2019226543 created "2016-06-24" @default.
• W2019226543 creator A5065113414 @default.
• W2019226543 creator A5082272720 @default.
• W2019226543 date "2012-12-04" @default.
• W2019226543 modified "2023-09-23" @default.
• W2019226543 title "Accuracy vs. Speed: Scalable Entity Coreference on the Semantic Web with On-the-Fly Pruning" @default.
• W2019226543 cites W1482174963 @default.
• W2019226543 cites W1491268609 @default.
• W2019226543 cites W1520740445 @default.
• W2019226543 cites W1526669747 @default.
• W2019226543 cites W1539434515 @default.
• W2019226543 cites W1555442892 @default.
• W2019226543 cites W1802829841 @default.
• W2019226543 cites W1874327257 @default.
• W2019226543 cites W1913703133 @default.
• W2019226543 cites W1973659993 @default.
• W2019226543 cites W1982801501 @default.
• W2019226543 cites W2015191210 @default.
• W2019226543 cites W2047029075 @default.
• W2019226543 cites W2065259291 @default.
• W2019226543 cites W2096598900 @default.
• W2019226543 cites W2097184821 @default.
• W2019226543 cites W2097776316 @default.
• W2019226543 cites W2100548092 @default.
• W2019226543 cites W2110219039 @default.
• W2019226543 cites W2114538147 @default.
• W2019226543 cites W2115214414 @default.
• W2019226543 cites W2125980212 @default.
• W2019226543 cites W2150916025 @default.
• W2019226543 cites W2157896838 @default.
• W2019226543 cites W2166988329 @default.
• W2019226543 cites W2188497754 @default.
• W2019226543 cites W2295769602 @default.
• W2019226543 cites W2917757754 @default.
• W2019226543 doi "https://doi.org/10.5555/2457524.2457665" @default.
• W2019226543 hasPublicationYear "2012" @default.
• W2019226543 type Work @default.
• W2019226543 sameAs 2019226543 @default.
• W2019226543 citedByCount "0" @default.
• W2019226543 crossrefType "proceedings-article" @default.
• W2019226543 hasAuthorship W2019226543A5065113414 @default.
• W2019226543 hasAuthorship W2019226543A5082272720 @default.
• W2019226543 hasConcept C108010975 @default.
• W2019226543 hasConcept C111919701 @default.
• W2019226543 hasConcept C115961682 @default.
• W2019226543 hasConcept C119857082 @default.
• W2019226543 hasConcept C124101348 @default.
• W2019226543 hasConcept C132525143 @default.
• W2019226543 hasConcept C151730666 @default.
• W2019226543 hasConcept C154945302 @default.
• W2019226543 hasConcept C191178318 @default.
• W2019226543 hasConcept C2779343474 @default.
• W2019226543 hasConcept C41008148 @default.
• W2019226543 hasConcept C48044578 @default.
• W2019226543 hasConcept C6557445 @default.
• W2019226543 hasConcept C68339613 @default.
• W2019226543 hasConcept C77088390 @default.
• W2019226543 hasConcept C80444323 @default.
• W2019226543 hasConcept C86803240 @default.
• W2019226543 hasConceptScore W2019226543C108010975 @default.
• W2019226543 hasConceptScore W2019226543C111919701 @default.
• W2019226543 hasConceptScore W2019226543C115961682 @default.
• W2019226543 hasConceptScore W2019226543C119857082 @default.
• W2019226543 hasConceptScore W2019226543C124101348 @default.
• W2019226543 hasConceptScore W2019226543C132525143 @default.
• W2019226543 hasConceptScore W2019226543C151730666 @default.
• W2019226543 hasConceptScore W2019226543C154945302 @default.
• W2019226543 hasConceptScore W2019226543C191178318 @default.
• W2019226543 hasConceptScore W2019226543C2779343474 @default.
• W2019226543 hasConceptScore W2019226543C41008148 @default.
• W2019226543 hasConceptScore W2019226543C48044578 @default.
• W2019226543 hasConceptScore W2019226543C6557445 @default.
• W2019226543 hasConceptScore W2019226543C68339613 @default.
• W2019226543 hasConceptScore W2019226543C77088390 @default.
• W2019226543 hasConceptScore W2019226543C80444323 @default.
• W2019226543 hasConceptScore W2019226543C86803240 @default.
• W2019226543 hasLocation W20192265431 @default.
• W2019226543 hasOpenAccess W2019226543 @default.
• W2019226543 hasPrimaryLocation W20192265431 @default.
• W2019226543 hasRelatedWork W1623481524 @default.
• W2019226543 hasRelatedWork W1966042492 @default.
• W2019226543 hasRelatedWork W213537558 @default.
• W2019226543 hasRelatedWork W2149393279 @default.
• W2019226543 hasRelatedWork W2279511887 @default.
• W2019226543 hasRelatedWork W2350619850 @default.
• W2019226543 hasRelatedWork W2356654013 @default.
• W2019226543 hasRelatedWork W2375383281 @default.
• W2019226543 hasRelatedWork W2397936279 @default.
• W2019226543 hasRelatedWork W2405820393 @default.
• W2019226543 hasRelatedWork W2573476541 @default.
• W2019226543 hasRelatedWork W2580731315 @default.
• W2019226543 hasRelatedWork W2785803027 @default.
• W2019226543 hasRelatedWork W2793840920 @default.
• W2019226543 hasRelatedWork W2951790836 @default.
• W2019226543 hasRelatedWork W2953787735 @default.
• W2019226543 hasRelatedWork W2965965307 @default.
• W2019226543 hasRelatedWork W3098503769 @default.

• next