In this work we explore different possibilities aimed at automatically extracting emotions from texts. We present a case study in which twelve essays written by ...
A case study in which twelve essays written by a fresher student along her first semester in college are analyzed, and results support the idea of using ...
By detecting and managing the emotions underlying a learning activity it would be possible to contribute to improve the student motivation and performance. In ...
By detecting and managing the emotions underlying a learning activity it would be possible to contribute to improve the student motivation and performance. In ...
Aug 16, 2023 · There is a necessity to propose contextual emotion detection of e-learners by extracting the relevant information. Machine learning ...
As a perspective, this proposal will prepare an emotion extraction and regulation of the learners in order to improve their performances. Published in: 2018 ...
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In this context, the texts produced by students we can identify many feelings, such as happiness, fear, surprise and with can we use this information as another ...
This paper studies the emotional element extraction method of online learning text information based on natural language processing technology.
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Jun 19, 2024 · AI can also analyze emotions from text, enhancing student motivation and performance in e-learning environments (Rodriguez et al., 2012).
Nov 21, 2024 · This paper performs the sentence-level discrete emotion extraction from text by using Fuzzy Neural Networks (FNN) and Deep Recurrent Neural ...