Desarrollo de un sistema inteligente para predicción del desempeño académico de los estudiantes universitarios.
A major shortcoming observed within the University is the lack of a mean by which teachers share their academic records with their students. The advance of new technologies allows to provide solutions to everyday tasks and improve productivity, for this reason the present research work is aimed to s...
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| Formato: | bachelorThesis |
| Idioma: | spa |
| Publicado em: |
2016
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| Assuntos: | |
| Acesso em linha: | http://dspace.unl.edu.ec/jspui/handle/123456789/11185 |
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Adicionar Tag | Resumo: | A major shortcoming observed within the University is the lack of a mean by which teachers share their academic records with their students. The advance of new technologies allows to provide solutions to everyday tasks and improve productivity, for this reason the present research work is aimed to solve the problem of uncertainty on the student´s questions about their academic performance because it allows the students to know about how the process is being carried out from the beginning to the future. To obtain basic information system, a connection to the Web Services provided by Sistema de Gestión Académica (SGA) of Universidad Nacional de Loja was carried out to solve the problem of incompatibility between different technologies. This project focuses on the use of intelligent agents for web platform using the JADE library developed in java and implementation of algorithms for generating predictive ratings and graphs, which help the student to maintain a constant monitoring of their academic performance. The type of agent used is a deliberative agent which through an architecture BDI (Believes, Desires, Intentions or in Spanish language creencias, deseos e intenciones) acquires a mental state that allows the resolution of complex operations. For developing the web application it was used the methodology named Extreme Programming (XP) and for the creation of the intelligent agent it was used the GAIA methodology. Finally it is necessary to say that the present research work was carried out in Loja city, and it is specifically applicable to Universidad Nacional de Loja, to contribute to the improvement of the academic quality of students and teachers. |
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