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An Architectural Framework for Facebook Messenger Chatbot Enabled Home Appliance Control System
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Author(s): Segun Aina (Department of Computer Science and Engineering, Obafemi Awolowo University, Ile-Ife, Nigeria), Samuel Dayo Okegbile (Obafemi Awolowo University, Ile-Ife, Nigeria), Perfect Makanju (Obafemi Awolowo University, Ile-Ife, Nigeria)and Adeniran Ishola Oluwaranti (Obafemi Awolowo University, Ile-Ife, Nigeria)
Copyright: 2022
Pages: 17
Source title:
Research Anthology on Cross-Disciplinary Designs and Applications of Automation
Source Author(s)/Editor(s): Information Resources Management Association (USA)
DOI: 10.4018/978-1-6684-3694-3.ch041
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Abstract
The need to remotely control home appliances is an important aspect of home automation and is now receiving lot of attentions in the literature. The works so far are still at a development level making further research necessary. This article presents a framework for chatbot-controlled home appliance control system and was implemented by programming a Raspberry Pi using the Python language while the chatbot server was also implemented using a Node.js on JavaScript. The Raspberry Pi was connected to the chatbot server via Wi-Fi using a websockets protocol. The chatbot server is linked to Facebook Messenger using the Messenger Application Protocol Interface. Messages received at the chatbot server are analyzed with RasaNLU to classify the user's intention and extract necessary information which are sent over websocket to the connected Raspberry pi. The system was evaluated using control precision and percentage correct classification with both producing a significant level of acceptance. This work produced a Facebook Messenger chatbot-based framework capable of controlling Home Appliances remotely.
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