Matches in SemOpenAlex for { <https://semopenalex.org/work/W2058720102> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2058720102 abstract "The appearance of web-based crowdsourcing systems gives a promising solution to exploiting the wisdom of crowds efficiently in a short time with a relatively low budget. Despite their efficiency, crowdsourcing systems have an inherent problem in that responses from workers can be unreliable since workers are low-paid and have low responsibility. Although simple majority voting can be a solution, various research studies have sought to aggregate noisy responses to obtain greater reliability in results through effective techniques such as Expectation-Maximization (EM) based algorithms. While EM-based algorithms get the limelight in crowdsourcing systems due to their useful inference techniques, Karger et al. made a significant breakthrough by proposing a novel iterative algorithm based on the idea of low-rank matrix approximations and the message passing technique. They showed that the performance of their iterative algorithm is order-optimal, which outperforms majority voting and EM-based algorithms. However, their algorithm is not always applicable in practice since it can only be applied to binary-choice questions. Recently, they devised an inference algorithm for multi-class labeling, which splits each task into a bunch of binary-choice questions and exploits their existing algorithm. However, it has difficulty in combining into real crowdsourcing systems since it overexploits redundancy in that each split question should be queried in multiple times to obtain reliable results." @default.
- W2058720102 created "2016-06-24" @default.
- W2058720102 creator A5049496175 @default.
- W2058720102 creator A5061210941 @default.
- W2058720102 creator A5068440432 @default.
- W2058720102 creator A5077832834 @default.
- W2058720102 date "2015-06-15" @default.
- W2058720102 modified "2023-09-27" @default.
- W2058720102 title "Reliable Multiple-choice Iterative Algorithm for Crowdsourcing Systems" @default.
- W2058720102 cites W2022710553 @default.
- W2058720102 cites W2026969101 @default.
- W2058720102 cites W2098865355 @default.
- W2058720102 cites W2108598243 @default.
- W2058720102 cites W2112193291 @default.
- W2058720102 cites W2121154891 @default.
- W2058720102 cites W2125943921 @default.
- W2058720102 cites W2134305421 @default.
- W2058720102 cites W2137935418 @default.
- W2058720102 cites W2151401338 @default.
- W2058720102 cites W2158751658 @default.
- W2058720102 cites W2163522723 @default.
- W2058720102 cites W2554839354 @default.
- W2058720102 cites W2977322974 @default.
- W2058720102 doi "https://doi.org/10.1145/2745844.2745871" @default.
- W2058720102 hasPublicationYear "2015" @default.
- W2058720102 type Work @default.
- W2058720102 sameAs 2058720102 @default.
- W2058720102 citedByCount "10" @default.
- W2058720102 countsByYear W20587201022016 @default.
- W2058720102 countsByYear W20587201022017 @default.
- W2058720102 countsByYear W20587201022018 @default.
- W2058720102 countsByYear W20587201022019 @default.
- W2058720102 countsByYear W20587201022020 @default.
- W2058720102 countsByYear W20587201022022 @default.
- W2058720102 countsByYear W20587201022023 @default.
- W2058720102 crossrefType "proceedings-article" @default.
- W2058720102 hasAuthorship W2058720102A5049496175 @default.
- W2058720102 hasAuthorship W2058720102A5061210941 @default.
- W2058720102 hasAuthorship W2058720102A5068440432 @default.
- W2058720102 hasAuthorship W2058720102A5077832834 @default.
- W2058720102 hasConcept C105795698 @default.
- W2058720102 hasConcept C11413529 @default.
- W2058720102 hasConcept C119857082 @default.
- W2058720102 hasConcept C124101348 @default.
- W2058720102 hasConcept C136764020 @default.
- W2058720102 hasConcept C153668964 @default.
- W2058720102 hasConcept C154945302 @default.
- W2058720102 hasConcept C159694833 @default.
- W2058720102 hasConcept C17744445 @default.
- W2058720102 hasConcept C182081679 @default.
- W2058720102 hasConcept C199539241 @default.
- W2058720102 hasConcept C2776214188 @default.
- W2058720102 hasConcept C2777852691 @default.
- W2058720102 hasConcept C33923547 @default.
- W2058720102 hasConcept C38652104 @default.
- W2058720102 hasConcept C41008148 @default.
- W2058720102 hasConcept C49781872 @default.
- W2058720102 hasConcept C520049643 @default.
- W2058720102 hasConcept C62230096 @default.
- W2058720102 hasConcept C80444323 @default.
- W2058720102 hasConcept C94625758 @default.
- W2058720102 hasConceptScore W2058720102C105795698 @default.
- W2058720102 hasConceptScore W2058720102C11413529 @default.
- W2058720102 hasConceptScore W2058720102C119857082 @default.
- W2058720102 hasConceptScore W2058720102C124101348 @default.
- W2058720102 hasConceptScore W2058720102C136764020 @default.
- W2058720102 hasConceptScore W2058720102C153668964 @default.
- W2058720102 hasConceptScore W2058720102C154945302 @default.
- W2058720102 hasConceptScore W2058720102C159694833 @default.
- W2058720102 hasConceptScore W2058720102C17744445 @default.
- W2058720102 hasConceptScore W2058720102C182081679 @default.
- W2058720102 hasConceptScore W2058720102C199539241 @default.
- W2058720102 hasConceptScore W2058720102C2776214188 @default.
- W2058720102 hasConceptScore W2058720102C2777852691 @default.
- W2058720102 hasConceptScore W2058720102C33923547 @default.
- W2058720102 hasConceptScore W2058720102C38652104 @default.
- W2058720102 hasConceptScore W2058720102C41008148 @default.
- W2058720102 hasConceptScore W2058720102C49781872 @default.
- W2058720102 hasConceptScore W2058720102C520049643 @default.
- W2058720102 hasConceptScore W2058720102C62230096 @default.
- W2058720102 hasConceptScore W2058720102C80444323 @default.
- W2058720102 hasConceptScore W2058720102C94625758 @default.
- W2058720102 hasLocation W20587201021 @default.
- W2058720102 hasOpenAccess W2058720102 @default.
- W2058720102 hasPrimaryLocation W20587201021 @default.
- W2058720102 hasRelatedWork W1570705485 @default.
- W2058720102 hasRelatedWork W2018369380 @default.
- W2058720102 hasRelatedWork W2770277425 @default.
- W2058720102 hasRelatedWork W2788549068 @default.
- W2058720102 hasRelatedWork W2938213904 @default.
- W2058720102 hasRelatedWork W3023221283 @default.
- W2058720102 hasRelatedWork W3093077961 @default.
- W2058720102 hasRelatedWork W3120199763 @default.
- W2058720102 hasRelatedWork W3121242879 @default.
- W2058720102 hasRelatedWork W3210112450 @default.
- W2058720102 isParatext "false" @default.
- W2058720102 isRetracted "false" @default.
- W2058720102 magId "2058720102" @default.
- W2058720102 workType "article" @default.