Matches in SemOpenAlex for { <https://semopenalex.org/work/W2796389891> ?p ?o ?g. }
- W2796389891 abstract "A common objective for context-aware computing systems is to predict how user interfaces impact user performance regarding their cognitive capabilities. Existing approaches such as questionnaires or pupil dilation measurements either only allow for subjective assessments or are susceptible to environmental influences and user physiology. We address these challenges by exploiting the fact that cognitive workload influences smooth pursuit eye movements. We compared three trajectories and two speeds under different levels of cognitive workload within a user study (N=20). We found higher deviations of gaze points during smooth pursuit eye movements for specific trajectory types at higher cognitive workload levels. Using an SVM classifier, we predict cognitive workload through smooth pursuit with an accuracy of 99.5% for distinguishing between low and high workload as well as an accuracy of 88.1% for estimating workload between three levels of difficulty. We discuss implications and present use cases of how cognition-aware systems benefit from inferring cognitive workload in real-time by smooth pursuit eye movements." @default.
- W2796389891 created "2018-04-13" @default.
- W2796389891 creator A5020645768 @default.
- W2796389891 creator A5032594386 @default.
- W2796389891 creator A5054117094 @default.
- W2796389891 creator A5060721228 @default.
- W2796389891 creator A5068706567 @default.
- W2796389891 date "2018-04-21" @default.
- W2796389891 modified "2023-10-12" @default.
- W2796389891 title "Your Eyes Tell" @default.
- W2796389891 cites W1523148882 @default.
- W2796389891 cites W1968080309 @default.
- W2796389891 cites W1978600950 @default.
- W2796389891 cites W1979038477 @default.
- W2796389891 cites W1985270055 @default.
- W2796389891 cites W1990266873 @default.
- W2796389891 cites W1991667426 @default.
- W2796389891 cites W1995055145 @default.
- W2796389891 cites W1997544838 @default.
- W2796389891 cites W1998985924 @default.
- W2796389891 cites W2011989160 @default.
- W2796389891 cites W2014528996 @default.
- W2796389891 cites W2014623060 @default.
- W2796389891 cites W2022141106 @default.
- W2796389891 cites W2029142339 @default.
- W2796389891 cites W2031781307 @default.
- W2796389891 cites W2036530483 @default.
- W2796389891 cites W2041775463 @default.
- W2796389891 cites W2046616910 @default.
- W2796389891 cites W2048621919 @default.
- W2796389891 cites W2057481637 @default.
- W2796389891 cites W2071435024 @default.
- W2796389891 cites W2074999042 @default.
- W2796389891 cites W2080033725 @default.
- W2796389891 cites W2099788879 @default.
- W2796389891 cites W2106223989 @default.
- W2796389891 cites W2106351401 @default.
- W2796389891 cites W2115050373 @default.
- W2796389891 cites W2120985159 @default.
- W2796389891 cites W2122311608 @default.
- W2796389891 cites W2150497272 @default.
- W2796389891 cites W2160951686 @default.
- W2796389891 cites W2176017127 @default.
- W2796389891 cites W2346312659 @default.
- W2796389891 cites W2412889296 @default.
- W2796389891 cites W2429914308 @default.
- W2796389891 cites W2508943994 @default.
- W2796389891 cites W2518694405 @default.
- W2796389891 cites W2529275262 @default.
- W2796389891 cites W2610966190 @default.
- W2796389891 cites W2611406645 @default.
- W2796389891 cites W2755506150 @default.
- W2796389891 cites W4245990317 @default.
- W2796389891 doi "https://doi.org/10.1145/3173574.3174010" @default.
- W2796389891 hasPublicationYear "2018" @default.
- W2796389891 type Work @default.
- W2796389891 sameAs 2796389891 @default.
- W2796389891 citedByCount "45" @default.
- W2796389891 countsByYear W27963898912018 @default.
- W2796389891 countsByYear W27963898912019 @default.
- W2796389891 countsByYear W27963898912020 @default.
- W2796389891 countsByYear W27963898912021 @default.
- W2796389891 countsByYear W27963898912022 @default.
- W2796389891 countsByYear W27963898912023 @default.
- W2796389891 crossrefType "proceedings-article" @default.
- W2796389891 hasAuthorship W2796389891A5020645768 @default.
- W2796389891 hasAuthorship W2796389891A5032594386 @default.
- W2796389891 hasAuthorship W2796389891A5054117094 @default.
- W2796389891 hasAuthorship W2796389891A5060721228 @default.
- W2796389891 hasAuthorship W2796389891A5068706567 @default.
- W2796389891 hasConcept C10324989 @default.
- W2796389891 hasConcept C107457646 @default.
- W2796389891 hasConcept C111919701 @default.
- W2796389891 hasConcept C121332964 @default.
- W2796389891 hasConcept C1276947 @default.
- W2796389891 hasConcept C13662910 @default.
- W2796389891 hasConcept C151730666 @default.
- W2796389891 hasConcept C153050134 @default.
- W2796389891 hasConcept C154945302 @default.
- W2796389891 hasConcept C15744967 @default.
- W2796389891 hasConcept C169760540 @default.
- W2796389891 hasConcept C169900460 @default.
- W2796389891 hasConcept C2778476105 @default.
- W2796389891 hasConcept C2779343474 @default.
- W2796389891 hasConcept C2779916870 @default.
- W2796389891 hasConcept C31972630 @default.
- W2796389891 hasConcept C41008148 @default.
- W2796389891 hasConcept C86803240 @default.
- W2796389891 hasConcept C95623464 @default.
- W2796389891 hasConceptScore W2796389891C10324989 @default.
- W2796389891 hasConceptScore W2796389891C107457646 @default.
- W2796389891 hasConceptScore W2796389891C111919701 @default.
- W2796389891 hasConceptScore W2796389891C121332964 @default.
- W2796389891 hasConceptScore W2796389891C1276947 @default.
- W2796389891 hasConceptScore W2796389891C13662910 @default.
- W2796389891 hasConceptScore W2796389891C151730666 @default.
- W2796389891 hasConceptScore W2796389891C153050134 @default.
- W2796389891 hasConceptScore W2796389891C154945302 @default.
- W2796389891 hasConceptScore W2796389891C15744967 @default.
- W2796389891 hasConceptScore W2796389891C169760540 @default.