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Gamarra Moreno, Job Daniel (es_PE)
Torres Vargas, Miguel (es_PE)
Rojas Valle, Luis Fernando (es_PE)
Porras Vera, Diego Ernesto (es_PE)
Gamarra Moreno, Job Daniel (es_PE)
2024-06-12T01:50:20Z
2024-06-12T01:50:20Z
2024
Torres, M., Rojas, L., Porras, D. y Gamarra, J. (2024). Moodle plugin for real-time face recognition in online exams for Systems Engineering and Computer Science students at Universidad Continental, Huancayo, Peru. Tesis para optar el título profesional de Ingeniero de Sistemas e Informática, Escuela Académico Profesional de de Ingeniería de Sistemas e Informática, Universidad Continental, Huancayo, Perú. (es_PE)
https://hdl.handle.net/20.500.12394/14879
Facial recognition systems on learning platforms like Moodle enable fast and efficient evaluation, automating the detection of impersonation in online exams. This project implements a Moodle plugin that performs facial recognition on the student attempting to take a quiz. It consists of two parts for authentication through a webcam: the first part occurs before accessing the quiz, and the second part involves surveillance through a camera during the quiz. The plugin was developed using the PHP and JavaScript programming languages, as well as Face-api. The JavaScript API detects and recognizes faces in the web browser using Tiny Yolo v2 and FaceRecognizerNet. It compares a student's photo or image with the image from their webcam while they are taking the quiz. The Moodle plugin achieved an average error probability of 39.39% for face detection similarity distance. (es_PE)
application/pdf (es_PE)
[3] páginas (es_PE)
eng (es_PE)
Universidad Continental (es_PE)
https://ieeexplore.ieee.org/document/10329180 (es_PE)
info:eu-repo/semantics/restrictedAccess (es_PE)
Universidad Continental (es_PE)
Repositorio Institucional - Continental (es_PE)
Java (Lenguaje de programación) (es_PE)
Lenguaje de programación (es_PE)
Moodle plugin for real-time face recognition in online exams for Systems Engineering and Computer Science students at Universidad Continental, Huancayo, Peru (es_PE)
info:eu-repo/semantics/bachelorThesis (es_PE)
Universidad Continental. Facultad de Ingeniería. (es_PE)
Ingeniería de Sistemas e Informática (es_PE)
Ingeniero de Sistemas e Informática (es_PE)
PE (es_PE)
https://purl.org/pe-repo/ocde/ford#2.00.00 (es_PE)
Pregrado presencial regular (es_PE)
https://purl.org/pe-repo/renati/level#tituloProfesional (es_PE)
19914381
https://orcid.org/0000-0002-3395-6311 (es_PE)
70416701
72050608
75103288
19914381
612156 (es_PE)
https://purl.org/pe-repo/renati/type#tesis (es_PE)
Privada societaria
info:eu-repo/semantics/publishedVersion (es_PE)



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