2020
DOI: 10.1016/j.procs.2020.08.065
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A Step Towards Preschoolers' Satisfaction Assessment Support by Facial Expression Emotions Identification

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Cited by 7 publications
(3 citation statements)
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References 27 publications
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“…Automatic identification of children's emotions from facial expressions is even more challenging due to additional factors, like lack of available datasets with children faces and the ways children react when they know pictures are taken with them. In [34], we have conducted a pilot study in order to determine the appropriateness of several ML-algorithms for children's emotions automatic identification from their facial expressions, using different datasets (composed of adults and children faces). In different projects, several teams of 3-5 students from our faculty have implemented various methods for emotion recognition in images and videos.…”
Section: Automatic Child Emotion Recognitionmentioning
confidence: 99%
“…Automatic identification of children's emotions from facial expressions is even more challenging due to additional factors, like lack of available datasets with children faces and the ways children react when they know pictures are taken with them. In [34], we have conducted a pilot study in order to determine the appropriateness of several ML-algorithms for children's emotions automatic identification from their facial expressions, using different datasets (composed of adults and children faces). In different projects, several teams of 3-5 students from our faculty have implemented various methods for emotion recognition in images and videos.…”
Section: Automatic Child Emotion Recognitionmentioning
confidence: 99%
“…The educational process should become interactive, attractive for students (Samat, 2020), and correspond to their age characteristics (Ponomarova & Lebedenko, 2021). The teacher should also be proficient in quick methods of determining student satisfaction with the learning process, for example, by facial expressions (Guran et al, 2020;Lebedev et al, 2020).…”
Section: Literature Reviewmentioning
confidence: 99%
“…Because children are usually willing to please the adults, the use of interviews to gather their subjective opinion on the applications is not relevant. In [11] we have proposed a method to automatically identify children' emotion during the interaction. The main focus was on identifying the presence of negative emotions and the interaction context where they have occurred, to guide our future redesign decisions.…”
Section: Proceedings Of Rochi 2020mentioning
confidence: 99%