Matches in SemOpenAlex for { <https://semopenalex.org/work/W2884806049> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W2884806049 abstract "Latent truth discovery, LTD for short, refers to the problem of aggregating ltiple claims from various sources in order to estimate the plausibility of atements about entities. In the absence of a ground truth, this problem is highly challenging, when some sources provide conflicting claims and others no claims at all. In this work we provide an unsupervised stochastic inference procedure on top of a model that combines restricted Boltzmann machines with feed-forward neural networks to accurately infer the reliability of sources as well as the plausibility of statements about entities. In comparison to prior work our approach stands out (1) by allowing the incorporation of arbitrary features about sources and claims, (2) by generalizing from reliability per source towards a reliability function, and thus (3) enabling the estimation of source reliability even for sources that have provided no or very few claims, (4) by building on efficient and scalable stochastic inference algorithms, and (5) by outperforming the state-of-the-art by a considerable margin." @default.
- W2884806049 created "2018-08-03" @default.
- W2884806049 creator A5024434748 @default.
- W2884806049 creator A5066050663 @default.
- W2884806049 date "2018-07-27" @default.
- W2884806049 modified "2023-09-27" @default.
- W2884806049 title "Combining Restricted Boltzmann Machines with Neural Networks for Latent Truth Discovery." @default.
- W2884806049 cites W2116064496 @default.
- W2884806049 cites W2118388899 @default.
- W2884806049 cites W2125635328 @default.
- W2884806049 cites W2155189155 @default.
- W2884806049 cites W2169585110 @default.
- W2884806049 cites W2588301253 @default.
- W2884806049 cites W2782207261 @default.
- W2884806049 cites W2782905119 @default.
- W2884806049 cites W2949654880 @default.
- W2884806049 hasPublicationYear "2018" @default.
- W2884806049 type Work @default.
- W2884806049 sameAs 2884806049 @default.
- W2884806049 citedByCount "0" @default.
- W2884806049 crossrefType "posted-content" @default.
- W2884806049 hasAuthorship W2884806049A5024434748 @default.
- W2884806049 hasAuthorship W2884806049A5066050663 @default.
- W2884806049 hasConcept C119857082 @default.
- W2884806049 hasConcept C121332964 @default.
- W2884806049 hasConcept C124101348 @default.
- W2884806049 hasConcept C14036430 @default.
- W2884806049 hasConcept C146849305 @default.
- W2884806049 hasConcept C154945302 @default.
- W2884806049 hasConcept C163258240 @default.
- W2884806049 hasConcept C192576344 @default.
- W2884806049 hasConcept C2776214188 @default.
- W2884806049 hasConcept C41008148 @default.
- W2884806049 hasConcept C43214815 @default.
- W2884806049 hasConcept C48044578 @default.
- W2884806049 hasConcept C50644808 @default.
- W2884806049 hasConcept C62520636 @default.
- W2884806049 hasConcept C77088390 @default.
- W2884806049 hasConcept C774472 @default.
- W2884806049 hasConcept C78458016 @default.
- W2884806049 hasConcept C86803240 @default.
- W2884806049 hasConceptScore W2884806049C119857082 @default.
- W2884806049 hasConceptScore W2884806049C121332964 @default.
- W2884806049 hasConceptScore W2884806049C124101348 @default.
- W2884806049 hasConceptScore W2884806049C14036430 @default.
- W2884806049 hasConceptScore W2884806049C146849305 @default.
- W2884806049 hasConceptScore W2884806049C154945302 @default.
- W2884806049 hasConceptScore W2884806049C163258240 @default.
- W2884806049 hasConceptScore W2884806049C192576344 @default.
- W2884806049 hasConceptScore W2884806049C2776214188 @default.
- W2884806049 hasConceptScore W2884806049C41008148 @default.
- W2884806049 hasConceptScore W2884806049C43214815 @default.
- W2884806049 hasConceptScore W2884806049C48044578 @default.
- W2884806049 hasConceptScore W2884806049C50644808 @default.
- W2884806049 hasConceptScore W2884806049C62520636 @default.
- W2884806049 hasConceptScore W2884806049C77088390 @default.
- W2884806049 hasConceptScore W2884806049C774472 @default.
- W2884806049 hasConceptScore W2884806049C78458016 @default.
- W2884806049 hasConceptScore W2884806049C86803240 @default.
- W2884806049 hasLocation W28848060491 @default.
- W2884806049 hasOpenAccess W2884806049 @default.
- W2884806049 hasPrimaryLocation W28848060491 @default.
- W2884806049 hasRelatedWork W1497536025 @default.
- W2884806049 hasRelatedWork W1968949570 @default.
- W2884806049 hasRelatedWork W2060059109 @default.
- W2884806049 hasRelatedWork W2085610177 @default.
- W2884806049 hasRelatedWork W2250193512 @default.
- W2884806049 hasRelatedWork W2301141256 @default.
- W2884806049 hasRelatedWork W2345285933 @default.
- W2884806049 hasRelatedWork W2481757588 @default.
- W2884806049 hasRelatedWork W2770385841 @default.
- W2884806049 hasRelatedWork W2883728926 @default.
- W2884806049 hasRelatedWork W2890476300 @default.
- W2884806049 hasRelatedWork W2907385172 @default.
- W2884806049 hasRelatedWork W2959258437 @default.
- W2884806049 hasRelatedWork W2986371024 @default.
- W2884806049 hasRelatedWork W2988127807 @default.
- W2884806049 hasRelatedWork W3002559304 @default.
- W2884806049 hasRelatedWork W3018228603 @default.
- W2884806049 hasRelatedWork W3100048617 @default.
- W2884806049 hasRelatedWork W3134730708 @default.
- W2884806049 hasRelatedWork W69114976 @default.
- W2884806049 isParatext "false" @default.
- W2884806049 isRetracted "false" @default.
- W2884806049 magId "2884806049" @default.
- W2884806049 workType "article" @default.