Proposal of an Architecture for the Integration of a Chatbot with Artificial Intelligence in a Smart Campus for the Improvement of Learning

被引:57
作者
Villegas-Ch, William [1 ]
Arias-Navarrete, Adrian [1 ]
Palacios-Pacheco, Xavier [2 ]
机构
[1] Univ Las Amer, FICA, Escuela Ingn Tecnol Informac, Quito 170125, Ecuador
[2] Univ Int Ecuador, Dept Sistemas, Quito 170411, Ecuador
关键词
activity recommendation; artificial intelligence; Chatbot; personalized education; smart campus;
D O I
10.3390/su12041500
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Traditional teaching based on masterclasses or techniques where the student develops a passive role has proven to be inefficient methods in the learning process. The use of technology in universities helps to generate active learning where the student's interest improves making him the main actor in his education. However, implementing an environment where active learning takes place requires a great deal of effort given the number of variables involved in this objective. To identify these variables, it is necessary to analyze the data generated by the students in search of patterns that allow them to be classified according to their needs. Once these needs are identified, it is possible to make decisions that contribute to the learning of each student; for this, the use of artificial intelligence is considered. These techniques emulate the processes of human thought using structures that contain knowledge and experience of human experts.
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页数:20
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