FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2510178217> ?p ?o ?g. }

• W2510178217 endingPage "143" @default.
• W2510178217 startingPage "134" @default.
• W2510178217 abstract "We propose a novel cognitive biometrics modality based on written language-usage of an individual. This is a feasibility study using the Internet-scale blogs, with tens of thousands of authors to create a cognitive fingerprint for an individual. Existing cognitive biometric modalities involve learning from obtrusive sensors placed on human body. Our modality is based on the characteristic pattern of how individuals express their thoughts through written language. The problems of cognitive authentication (1:1 comparison of genuine versus impostor) and identification (1:n search) are formulated. We detail the algorithms to learn a classifier to distinguish between genuine and impostor classes (for authentication) and multiple classes (for identification). We conclude that a cognitive fingerprint can be successfully learnt, using stylistic (writing style), semantic (themes), and syntactic (grammatical) features extracted from blogs. Our methodology shows promising results (with 79% as the area under the ROC (AUC) in case of authentication). For identification, the individual class accuracies are up to 90%. We performed stricter tests to see how our system performs for unseen user, and report the accuracies of 72% (genuine) and 71% (impostor). Such a study lays the groundwork for building alternative cognitive systems. The modality, presented here, is easy to obtain, unobtrusive and needs no additional hardware." @default.
• W2510178217 created "2016-09-16" @default.
• W2510178217 creator A5003264021 @default.
• W2510178217 creator A5020354604 @default.
• W2510178217 creator A5022590472 @default.
• W2510178217 creator A5055129683 @default.
• W2510178217 date "2017-01-01" @default.
• W2510178217 modified "2023-10-17" @default.
• W2510178217 title "Cognitive-Biometric Recognition From Language Usage: A Feasibility Study" @default.
• W2510178217 cites W1539818275 @default.
• W2510178217 cites W1964642694 @default.
• W2510178217 cites W1975653240 @default.
• W2510178217 cites W1976095474 @default.
• W2510178217 cites W1979607625 @default.
• W2510178217 cites W1982415599 @default.
• W2510178217 cites W1998251138 @default.
• W2510178217 cites W2033219613 @default.
• W2510178217 cites W2033444463 @default.
• W2510178217 cites W2073556086 @default.
• W2510178217 cites W2077414053 @default.
• W2510178217 cites W2092475127 @default.
• W2510178217 cites W2097606805 @default.
• W2510178217 cites W2103577799 @default.
• W2510178217 cites W2106120499 @default.
• W2510178217 cites W2133990480 @default.
• W2510178217 cites W2174706414 @default.
• W2510178217 cites W2911964244 @default.
• W2510178217 cites W4211134195 @default.
• W2510178217 cites W4213009331 @default.
• W2510178217 cites W4250089123 @default.
• W2510178217 doi "https://doi.org/10.1109/tifs.2016.2604213" @default.
• W2510178217 hasPublicationYear "2017" @default.
• W2510178217 type Work @default.
• W2510178217 sameAs 2510178217 @default.
• W2510178217 citedByCount "18" @default.
• W2510178217 countsByYear W25101782172017 @default.
• W2510178217 countsByYear W25101782172018 @default.
• W2510178217 countsByYear W25101782172019 @default.
• W2510178217 countsByYear W25101782172020 @default.
• W2510178217 countsByYear W25101782172021 @default.
• W2510178217 countsByYear W25101782172022 @default.
• W2510178217 countsByYear W25101782172023 @default.
• W2510178217 crossrefType "journal-article" @default.
• W2510178217 hasAuthorship W2510178217A5003264021 @default.
• W2510178217 hasAuthorship W2510178217A5020354604 @default.
• W2510178217 hasAuthorship W2510178217A5022590472 @default.
• W2510178217 hasAuthorship W2510178217A5055129683 @default.
• W2510178217 hasBestOaLocation W25101782171 @default.
• W2510178217 hasConcept C116834253 @default.
• W2510178217 hasConcept C144024400 @default.
• W2510178217 hasConcept C148417208 @default.
• W2510178217 hasConcept C154945302 @default.
• W2510178217 hasConcept C15744967 @default.
• W2510178217 hasConcept C168406668 @default.
• W2510178217 hasConcept C169760540 @default.
• W2510178217 hasConcept C169900460 @default.
• W2510178217 hasConcept C184297639 @default.
• W2510178217 hasConcept C204321447 @default.
• W2510178217 hasConcept C2777212361 @default.
• W2510178217 hasConcept C2777826928 @default.
• W2510178217 hasConcept C2779903281 @default.
• W2510178217 hasConcept C2780226545 @default.
• W2510178217 hasConcept C36289849 @default.
• W2510178217 hasConcept C38652104 @default.
• W2510178217 hasConcept C41008148 @default.
• W2510178217 hasConcept C59822182 @default.
• W2510178217 hasConcept C86803240 @default.
• W2510178217 hasConcept C95623464 @default.
• W2510178217 hasConceptScore W2510178217C116834253 @default.
• W2510178217 hasConceptScore W2510178217C144024400 @default.
• W2510178217 hasConceptScore W2510178217C148417208 @default.
• W2510178217 hasConceptScore W2510178217C154945302 @default.
• W2510178217 hasConceptScore W2510178217C15744967 @default.
• W2510178217 hasConceptScore W2510178217C168406668 @default.
• W2510178217 hasConceptScore W2510178217C169760540 @default.
• W2510178217 hasConceptScore W2510178217C169900460 @default.
• W2510178217 hasConceptScore W2510178217C184297639 @default.
• W2510178217 hasConceptScore W2510178217C204321447 @default.
• W2510178217 hasConceptScore W2510178217C2777212361 @default.
• W2510178217 hasConceptScore W2510178217C2777826928 @default.
• W2510178217 hasConceptScore W2510178217C2779903281 @default.
• W2510178217 hasConceptScore W2510178217C2780226545 @default.
• W2510178217 hasConceptScore W2510178217C36289849 @default.
• W2510178217 hasConceptScore W2510178217C38652104 @default.
• W2510178217 hasConceptScore W2510178217C41008148 @default.
• W2510178217 hasConceptScore W2510178217C59822182 @default.
• W2510178217 hasConceptScore W2510178217C86803240 @default.
• W2510178217 hasConceptScore W2510178217C95623464 @default.
• W2510178217 hasFunder F4320306076 @default.
• W2510178217 hasIssue "1" @default.
• W2510178217 hasLocation W25101782171 @default.
• W2510178217 hasOpenAccess W2510178217 @default.
• W2510178217 hasPrimaryLocation W25101782171 @default.
• W2510178217 hasRelatedWork W1949950290 @default.
• W2510178217 hasRelatedWork W1989935232 @default.
• W2510178217 hasRelatedWork W1991746550 @default.
• W2510178217 hasRelatedWork W2008595024 @default.
• W2510178217 hasRelatedWork W2025125010 @default.

• next