Matches in SemOpenAlex for { <https://semopenalex.org/work/W3123711279> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W3123711279 endingPage "19" @default.
- W3123711279 startingPage "1" @default.
- W3123711279 abstract "This study develops, implements, and evaluates a multilabel text classification algorithm called the multilabel categorical K-nearest neighbor (ML-CKNN). The proposed algorithm is designed to automatically identify 25 types of risk factors with specific meanings reported in Section 1A of SEC form 10-K. The idea of ML-CKNN is to compute a categorical similarity score for each label by the K-nearest neighbors in that category. ML-CKNN is tailored to achieve the goal of extracting risk factors from 10Ks. The proposed algorithm can perfectly classify 74.94% of risk factors and 98.75% of labels. Moreover, ML-CKNN is empirically shown to outperform ML-KNN and other multilabel algorithms. The extracted risk factors could be valuable to empirical studies in accounting or finance." @default.
- W3123711279 created "2021-02-01" @default.
- W3123711279 creator A5051171386 @default.
- W3123711279 creator A5061690540 @default.
- W3123711279 date "2008-10-18" @default.
- W3123711279 modified "2023-10-16" @default.
- W3123711279 title "A multilabel text classification algorithm for labeling risk factors in SEC form 10-K" @default.
- W3123711279 cites W1710493223 @default.
- W3123711279 cites W1953606363 @default.
- W3123711279 cites W1985943920 @default.
- W3123711279 cites W1986192712 @default.
- W3123711279 cites W1991661982 @default.
- W3123711279 cites W2012727006 @default.
- W3123711279 cites W2043298930 @default.
- W3123711279 cites W2048658075 @default.
- W3123711279 cites W2052684427 @default.
- W3123711279 cites W2053463056 @default.
- W3123711279 cites W2114768858 @default.
- W3123711279 cites W2119466907 @default.
- W3123711279 cites W2122111042 @default.
- W3123711279 cites W2137906974 @default.
- W3123711279 cites W2139090669 @default.
- W3123711279 cites W2141176174 @default.
- W3123711279 cites W2162256707 @default.
- W3123711279 cites W3015464002 @default.
- W3123711279 cites W3122563224 @default.
- W3123711279 cites W3122944446 @default.
- W3123711279 cites W3125052687 @default.
- W3123711279 cites W3125903987 @default.
- W3123711279 cites W3126053622 @default.
- W3123711279 cites W55768394 @default.
- W3123711279 cites W2117830406 @default.
- W3123711279 doi "https://doi.org/10.1145/2019618.2019624" @default.
- W3123711279 hasPublicationYear "2008" @default.
- W3123711279 type Work @default.
- W3123711279 sameAs 3123711279 @default.
- W3123711279 citedByCount "75" @default.
- W3123711279 countsByYear W31237112792012 @default.
- W3123711279 countsByYear W31237112792013 @default.
- W3123711279 countsByYear W31237112792014 @default.
- W3123711279 countsByYear W31237112792016 @default.
- W3123711279 countsByYear W31237112792017 @default.
- W3123711279 countsByYear W31237112792019 @default.
- W3123711279 countsByYear W31237112792020 @default.
- W3123711279 countsByYear W31237112792021 @default.
- W3123711279 countsByYear W31237112792022 @default.
- W3123711279 countsByYear W31237112792023 @default.
- W3123711279 crossrefType "journal-article" @default.
- W3123711279 hasAuthorship W3123711279A5051171386 @default.
- W3123711279 hasAuthorship W3123711279A5061690540 @default.
- W3123711279 hasConcept C103278499 @default.
- W3123711279 hasConcept C113238511 @default.
- W3123711279 hasConcept C11413529 @default.
- W3123711279 hasConcept C115961682 @default.
- W3123711279 hasConcept C119857082 @default.
- W3123711279 hasConcept C124101348 @default.
- W3123711279 hasConcept C153180895 @default.
- W3123711279 hasConcept C154945302 @default.
- W3123711279 hasConcept C41008148 @default.
- W3123711279 hasConcept C5274069 @default.
- W3123711279 hasConceptScore W3123711279C103278499 @default.
- W3123711279 hasConceptScore W3123711279C113238511 @default.
- W3123711279 hasConceptScore W3123711279C11413529 @default.
- W3123711279 hasConceptScore W3123711279C115961682 @default.
- W3123711279 hasConceptScore W3123711279C119857082 @default.
- W3123711279 hasConceptScore W3123711279C124101348 @default.
- W3123711279 hasConceptScore W3123711279C153180895 @default.
- W3123711279 hasConceptScore W3123711279C154945302 @default.
- W3123711279 hasConceptScore W3123711279C41008148 @default.
- W3123711279 hasConceptScore W3123711279C5274069 @default.
- W3123711279 hasIssue "3" @default.
- W3123711279 hasLocation W31237112791 @default.
- W3123711279 hasOpenAccess W3123711279 @default.
- W3123711279 hasPrimaryLocation W31237112791 @default.
- W3123711279 hasRelatedWork W1528412344 @default.
- W3123711279 hasRelatedWork W1871748041 @default.
- W3123711279 hasRelatedWork W2133382151 @default.
- W3123711279 hasRelatedWork W2153339597 @default.
- W3123711279 hasRelatedWork W2362286668 @default.
- W3123711279 hasRelatedWork W2560646951 @default.
- W3123711279 hasRelatedWork W2773208253 @default.
- W3123711279 hasRelatedWork W3181754520 @default.
- W3123711279 hasRelatedWork W4297454206 @default.
- W3123711279 hasRelatedWork W3107178186 @default.
- W3123711279 hasVolume "2" @default.
- W3123711279 isParatext "false" @default.
- W3123711279 isRetracted "false" @default.
- W3123711279 magId "3123711279" @default.
- W3123711279 workType "article" @default.