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Learning analytics in the design of interactive multimedia experiences for elem...
Peláez, Carlos Alberto; Solano, Andrés; De La Rosa, Emma Adriana; López, Jesús Alfonso; Parra, Jorge Andrick; Ospina, Johann AlexisInteractive multimedia experiences are interesting for students because they stimulate several of their senses, provide assorted styles of interaction, and the user can modify the development of the experience thanks to the interactions with it, among other benefits. Moreover, this interaction produces data that can be used to improve the teaching-learning process of students using Learning Analytics techniques...
Facial emotion recognition through artificial intelligence
Ballesteros, Jesús A.; Ramírez V., Gabriel M.; Solano, Andrés; Pelaez, Carlos A.; Moreira, FernandoThis paper introduces a study employing artificial intelligence (AI) to utilize computer vision algorithms for detecting human emotions in video content during user interactions with diverse visual stimuli. The research aims to unveil the creation of software capable of emotion detection by leveraging AI algorithms and image processing pipelines to identify users' facial expressions. The process involves assess...