Hydrometrocolpos

Sharma, Swati; Gupta, Devendra K.

doi:10.1007/978-3-030-81488-5_105

Cited by 1 publication

(1 citation statement)

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“…Text2Emotion [1] is a free Python library that uses a lexiconbased approach to identify emotions in text, so it does not need training as the previous approach and can be used directly on any English text. It uses a dictionary where every word contains an emotion, and the result of the algorithm is the emotion most present in the text.…”

Section: Studymentioning

confidence: 99%

An Inter-Agreement Study of Automatic Emotion Recognition Techniques from Different Inputs

Prundus,

Cojocar,

Guran

2023

RoCHI - International Conference on Human-Computer Interaction

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Emotions play a significant role in people's lives and interactions. However, automatic recognition of human emotions using computer systems is still a challenging task. Many approaches for automatic emotion recognition have been proposed in the last decades and a vast majority of them use only one type of input for identification, i.e. image, text, or audio. This can lead to false results as people can easily hide their emotions. In this paper, we present a study on the correlation (or inter-agreement) of the results obtained by six existing approaches for emotion recognition that process different kinds of inputs. The obtained results show that there is a low agreement between the approaches, even when they use the same type of input, and that more research is needed to determine the possible causes and also to help improve the quality of the existing tools for emotion detection.

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Section: Studymentioning

confidence: 99%