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Por favor, use este identificador para citar o enlazar este ítem: https://repositorio.ister.edu.ec//handle/68000/822
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dc.contributor.authorMinango Negrete, Juan Carlos-
dc.contributor.authorZambrano Vizuete, Oscar Marcelo-
dc.contributor.authorParedes Parada, Milton Wladimir-
dc.contributor.authorAyala García, Karla Verónica-
dc.date.accessioned2026-08-15T13:44:10Z-
dc.date.available2026-08-15T13:44:10Z-
dc.date.issued2024-06-29-
dc.identifier.isbn9783031634376-
dc.identifier.urihttps://repositorio.ister.edu.ec//handle/68000/822-
dc.descriptionThis paper presents the development and implementation of an AI-powered chatbot system tailored for educational institutions. The system utilizes a diverse dataset of conversations specific to the educa tional domain, enabling accurate understanding and response generation for frequently asked questions, inquiries, and specific queries related to the institute’s programs, admissions, courses, and facilities. The dataset is pre-processed to ensure clean and formatted text, incorporating tech niques such as tokenization, stemming, and stop-word removal. The underlying model of the chatbot is based on the GPT-2 transformer model, known for its exceptional language generation capabilities and contextual understanding. Additionally, the Logic Learning Machine (LLM) algorithm is employed to generate intelligible rules, enhancing the chatbot’s decision-making process. The implementation involves the integration of various libraries and technologies, including ‘whatsapp web.js’ for establishing a WhatsApp session, ‘openai’ for AI-driven com pletions, and ‘twilio’ for response delivery via messaging service. The system demonstrates its effectiveness in accurately understanding and responding to user queries, contributing to improved communication and information dissemination within the educational domain. Overall, the chatbot system presents a valuable tool for educational institutions, enhancing user experience, and streamlining communication processes.es_ES
dc.format.extent27 p.es_ES
dc.language.isoenes_ES
dc.publisherSangolquí, Ecuador. Instituto Tecnológico Universitario Rumiñahuies_ES
dc.rightsopenAccesses_ES
dc.rightsCC0 1.0 Universal*
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.subjectCHATBOTes_ES
dc.subjectEDUCATIONAL INSTITUTIONSes_ES
dc.subjectAI-POWEREDes_ES
dc.subjectLOGIC LEARNING MACHINE (LLM)es_ES
dc.titleCI3: INNOVATION AND RESEARCHes_ES
dc.title.alternativeBUILDING A WHATSAPP CHATBOT WITH NODE.JS: FILE PROCESSING AND AI RESPONSE GENERATIONes_ES
dc.typeLibroes_ES
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