Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387665615> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4387665615 endingPage "17" @default.
- W4387665615 startingPage "1" @default.
- W4387665615 abstract "As social robots and other intelligent machines enter the home, artificial emotional intelligence (AEI) is taking center stage to address users' desire for deeper, more meaningful human-machine interaction. To accomplish such efficacious interaction, the next-generation AEI needs comprehensive human emotion models for training. Unlike theory of emotion, which has been the historical focus in psychology, emotion models are a descriptive tool. In practice, the strongest models need robust coverage, which means defining the smallest core set of emotions from which all others can be derived. To achieve the desired coverage, we turn to word embeddings from natural language processing. Using unsupervised clustering techniques, our experiments show that with as few as 15 discrete emotion categories, we can provide maximum coverage across six major languages–Arabic, Chinese, English, French, Spanish, and Russian. In support of our findings, we also examine annotations from two large-scale emotion recognition datasets to assess the validity of existing emotion models compared to human perception at scale. Because robust, comprehensive emotion models are foundational for developing real-world affective computing applications, this work has broad implications in social robotics, human-machine interaction, mental healthcare, computational psychology, and entertainment." @default.
- W4387665615 created "2023-10-17" @default.
- W4387665615 creator A5042647314 @default.
- W4387665615 creator A5049147367 @default.
- W4387665615 date "2023-01-01" @default.
- W4387665615 modified "2023-10-17" @default.
- W4387665615 title "HICEM: A High-Coverage Emotion Model for Artificial Emotional Intelligence" @default.
- W4387665615 doi "https://doi.org/10.1109/taffc.2023.3324902" @default.
- W4387665615 hasPublicationYear "2023" @default.
- W4387665615 type Work @default.
- W4387665615 citedByCount "0" @default.
- W4387665615 crossrefType "journal-article" @default.
- W4387665615 hasAuthorship W4387665615A5042647314 @default.
- W4387665615 hasAuthorship W4387665615A5049147367 @default.
- W4387665615 hasConcept C154945302 @default.
- W4387665615 hasConcept C15744967 @default.
- W4387665615 hasConcept C169760540 @default.
- W4387665615 hasConcept C177264268 @default.
- W4387665615 hasConcept C195704467 @default.
- W4387665615 hasConcept C199360897 @default.
- W4387665615 hasConcept C204321447 @default.
- W4387665615 hasConcept C206310091 @default.
- W4387665615 hasConcept C26760741 @default.
- W4387665615 hasConcept C2776141551 @default.
- W4387665615 hasConcept C2777438025 @default.
- W4387665615 hasConcept C2988148770 @default.
- W4387665615 hasConcept C41008148 @default.
- W4387665615 hasConcept C6438553 @default.
- W4387665615 hasConcept C66402592 @default.
- W4387665615 hasConcept C73555534 @default.
- W4387665615 hasConceptScore W4387665615C154945302 @default.
- W4387665615 hasConceptScore W4387665615C15744967 @default.
- W4387665615 hasConceptScore W4387665615C169760540 @default.
- W4387665615 hasConceptScore W4387665615C177264268 @default.
- W4387665615 hasConceptScore W4387665615C195704467 @default.
- W4387665615 hasConceptScore W4387665615C199360897 @default.
- W4387665615 hasConceptScore W4387665615C204321447 @default.
- W4387665615 hasConceptScore W4387665615C206310091 @default.
- W4387665615 hasConceptScore W4387665615C26760741 @default.
- W4387665615 hasConceptScore W4387665615C2776141551 @default.
- W4387665615 hasConceptScore W4387665615C2777438025 @default.
- W4387665615 hasConceptScore W4387665615C2988148770 @default.
- W4387665615 hasConceptScore W4387665615C41008148 @default.
- W4387665615 hasConceptScore W4387665615C6438553 @default.
- W4387665615 hasConceptScore W4387665615C66402592 @default.
- W4387665615 hasConceptScore W4387665615C73555534 @default.
- W4387665615 hasLocation W43876656151 @default.
- W4387665615 hasOpenAccess W4387665615 @default.
- W4387665615 hasPrimaryLocation W43876656151 @default.
- W4387665615 hasRelatedWork W187383899 @default.
- W4387665615 hasRelatedWork W2009950829 @default.
- W4387665615 hasRelatedWork W2411269036 @default.
- W4387665615 hasRelatedWork W2787157782 @default.
- W4387665615 hasRelatedWork W3038982524 @default.
- W4387665615 hasRelatedWork W4313814116 @default.
- W4387665615 hasRelatedWork W4319318901 @default.
- W4387665615 hasRelatedWork W4321608592 @default.
- W4387665615 hasRelatedWork W4360585483 @default.
- W4387665615 hasRelatedWork W4385689139 @default.
- W4387665615 isParatext "false" @default.
- W4387665615 isRetracted "false" @default.
- W4387665615 workType "article" @default.