Robot Chat System (Chatbot) to Help Users “Homelab” based in Deep Learning

نویسندگان

چکیده

Homelab is a discussion platform on course materials and assignments for students packed in an Android application product website. The website built using Laravel. For Android-based development, special Application Programming Interface (API) with JWT security made this research. In Homelab, besides the question answer feature, virtual conversation agent (chatbot) based deep learning retrieval model that uses multilayer perceptron text dataset conversations about products also created. at by utilizing Sastrawi library natural language processing to facilitate of user messages Indonesian. output research response from chatbot probability value classification results available classes. system has accuracy rate 96.43 percent average time 0.3 seconds get response.

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ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2021

ISSN: ['2158-107X', '2156-5570']

DOI: https://doi.org/10.14569/ijacsa.2021.0120870