Matches in SemOpenAlex for { <https://semopenalex.org/work/W2751784437> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2751784437 abstract "Typing based communication applications on smartphones, like WhatsApp, can induce emotional exchanges. The effects of an emotion in one session of communication can persist across sessions. In this work, we attempt automatic emotion detection by jointly modeling the typing characteristics, and the persistence of emotion. Typing characteristics, like speed, number of mistakes, special characters used, are inferred from typing sessions. Self reports recording emotion states after typing sessions capture persistence of emotion. We use this data to train a personalized machine learning model for multi-state emotion classification. We implemented an Android based smartphone application, called TapSense, that records typing related metadata, and uses a carefully designed Experience Sampling Method (ESM) to collect emotion self reports. We are able to classify four emotion states - happy, sad, stressed, and relaxed, with an average accuracy (AUCROC) of 84% for a group of 22 participants who installed and used TapSense for 3 weeks." @default.
- W2751784437 created "2017-09-15" @default.
- W2751784437 creator A5008904693 @default.
- W2751784437 creator A5051854503 @default.
- W2751784437 creator A5073812421 @default.
- W2751784437 creator A5090678082 @default.
- W2751784437 date "2017-09-04" @default.
- W2751784437 modified "2023-09-23" @default.
- W2751784437 title "TapSense" @default.
- W2751784437 cites W1514324734 @default.
- W2751784437 cites W1535138113 @default.
- W2751784437 cites W1978986669 @default.
- W2751784437 cites W1979538975 @default.
- W2751784437 cites W1999318832 @default.
- W2751784437 cites W2038237601 @default.
- W2751784437 cites W2060118520 @default.
- W2751784437 cites W2065340646 @default.
- W2751784437 cites W2086685131 @default.
- W2751784437 cites W2095414363 @default.
- W2751784437 cites W2096309085 @default.
- W2751784437 cites W2102570173 @default.
- W2751784437 cites W2111866722 @default.
- W2751784437 cites W2133990480 @default.
- W2751784437 cites W2137363687 @default.
- W2751784437 cites W2142057670 @default.
- W2751784437 cites W2144279833 @default.
- W2751784437 cites W2148143831 @default.
- W2751784437 cites W2149628368 @default.
- W2751784437 cites W2152423878 @default.
- W2751784437 cites W2500118862 @default.
- W2751784437 cites W2548171908 @default.
- W2751784437 cites W2911964244 @default.
- W2751784437 cites W597036898 @default.
- W2751784437 doi "https://doi.org/10.1145/3098279.3098564" @default.
- W2751784437 hasPublicationYear "2017" @default.
- W2751784437 type Work @default.
- W2751784437 sameAs 2751784437 @default.
- W2751784437 citedByCount "30" @default.
- W2751784437 countsByYear W27517844372018 @default.
- W2751784437 countsByYear W27517844372019 @default.
- W2751784437 countsByYear W27517844372020 @default.
- W2751784437 countsByYear W27517844372021 @default.
- W2751784437 countsByYear W27517844372022 @default.
- W2751784437 countsByYear W27517844372023 @default.
- W2751784437 crossrefType "proceedings-article" @default.
- W2751784437 hasAuthorship W2751784437A5008904693 @default.
- W2751784437 hasAuthorship W2751784437A5051854503 @default.
- W2751784437 hasAuthorship W2751784437A5073812421 @default.
- W2751784437 hasAuthorship W2751784437A5090678082 @default.
- W2751784437 hasBestOaLocation W27517844372 @default.
- W2751784437 hasConcept C136764020 @default.
- W2751784437 hasConcept C154945302 @default.
- W2751784437 hasConcept C204321447 @default.
- W2751784437 hasConcept C2777438025 @default.
- W2751784437 hasConcept C2779182362 @default.
- W2751784437 hasConcept C2781209916 @default.
- W2751784437 hasConcept C28490314 @default.
- W2751784437 hasConcept C2988148770 @default.
- W2751784437 hasConcept C41008148 @default.
- W2751784437 hasConcept C49774154 @default.
- W2751784437 hasConcept C93518851 @default.
- W2751784437 hasConceptScore W2751784437C136764020 @default.
- W2751784437 hasConceptScore W2751784437C154945302 @default.
- W2751784437 hasConceptScore W2751784437C204321447 @default.
- W2751784437 hasConceptScore W2751784437C2777438025 @default.
- W2751784437 hasConceptScore W2751784437C2779182362 @default.
- W2751784437 hasConceptScore W2751784437C2781209916 @default.
- W2751784437 hasConceptScore W2751784437C28490314 @default.
- W2751784437 hasConceptScore W2751784437C2988148770 @default.
- W2751784437 hasConceptScore W2751784437C41008148 @default.
- W2751784437 hasConceptScore W2751784437C49774154 @default.
- W2751784437 hasConceptScore W2751784437C93518851 @default.
- W2751784437 hasLocation W27517844371 @default.
- W2751784437 hasLocation W27517844372 @default.
- W2751784437 hasOpenAccess W2751784437 @default.
- W2751784437 hasPrimaryLocation W27517844371 @default.
- W2751784437 hasRelatedWork W1528871634 @default.
- W2751784437 hasRelatedWork W1974515990 @default.
- W2751784437 hasRelatedWork W2012919372 @default.
- W2751784437 hasRelatedWork W2153408748 @default.
- W2751784437 hasRelatedWork W2312116756 @default.
- W2751784437 hasRelatedWork W2572592660 @default.
- W2751784437 hasRelatedWork W2785763105 @default.
- W2751784437 hasRelatedWork W3107474891 @default.
- W2751784437 hasRelatedWork W3137895314 @default.
- W2751784437 hasRelatedWork W3208850538 @default.
- W2751784437 isParatext "false" @default.
- W2751784437 isRetracted "false" @default.
- W2751784437 magId "2751784437" @default.
- W2751784437 workType "article" @default.