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Advances in Intelligent Systems and Technologies

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1st International Conference on Emerging Trends in Mechanical Sciences for Sustainable Technologies

Artificial Intelligence Based Chatbot for Appliance Control

Millerjothi N K, Shameer M S, Vijay Ram G and Hariharan D, Department of Mechanical Engineering, Sri Eshwar College of Engineering, Coimbatore, India.


Online First : 18 August 2023
Publisher Name : AnaPub Publications, Kenya.
ISSN (Online) : 2959-3042
ISSN (Print) : 2959-3034
ISBN (Online) : 978-9914-9946-4-3
ISBN (Print) : 978-9914-9946-5-0
Pages : 163-173

Abstract


Now a days, numerous uses of artificial intelligence are found in the healthcare industry. Building advanced devices that can detect diseases and identify cancer cells uses AI applications. In order to ensure early diagnosis, artificial intelligence can assist in analyzing chronic illnesses with lab and other medical data. In this study, an IoT based home management and monitoring system with cheap cost and flexibility is presented. Using the Facebook Messenger app, users may access and remotely operate gadgets and appliances using smart phones. In contrast to prior systems, the proposed system provides a communication protocol to monitor and control the home appliences with the Messenger app in smart phones. The intelligent networking of common place devices like smart phones, Internet TVs, sensors, and actuators to the Internet is known as the Internet of Things (IoTs). New forms of communication between objects and humans as well as between things and other things are made possible by this. Now that everyone, from anywhere, can have connectivity for anything, In this project, the Facebook Messenger and the ESP8266-12E NodeMCU are used to operate electrical home appliances. Chatfuel is the tool used to build Facebook AI chatbots. IFTTT and Adafruit IO are also used by the project for back-end assistance.

Keywords


The Chat box, The House Assistant, The Human-Robot Interaction Module (HRIM).

  1. Adafruit Learning MQTT, Cloud Automation (https://learn.adafruit.com/mqtt-adafruit-io-and- you/getting-started-on-adafruit-io)
  2. IFTTT Documentation (https://platform.ifttt.com/docs)
  3. Chatfuel and JSON API (http://docs.chatfuel.com/plugins/plugin- documentation/json-api)
  4. B. S. Roy, R. R. Kar, and B. B. Pati, "Development of an AI-Driven Chatbot for Smart Home Appliance Control," in Proceedings of the International Conference on Sustainable Computing and Intelligent Systems (ICSCIS), 2020.
  5. R. Zhang, Z. Xu, and Q. Wei, "A Voice-Enabled Chatbot for Smart Appliance Control Using Deep Learning," in Proceedings of the International Conference on Artificial Intelligence and Computer Science (ICAICS), 2020.
  6. C. Li, J. Chen, and W. Zhang, "Integrating Natural Language Processing and Deep Learning for Appliance Control via Chatbot," IEEE Transactions on Consumer Electronics, vol. 66, no. 3, pp. 269-276, 2020.
  7. S. Sharma, S. Goyal, and V. Kumar, "Smart Home Appliance Control Using Chatbot and Machine Learning," in Proceedings of the International Conference on Recent Innovations in Computing (ICRIC), 2020.
  8. L. Yang, Z. Li, and W. Chen, "Intelligent Appliance Control via Voice-Enabled Chatbot for Smart Home Automation," in Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), 2021.
  9. Y. Liu, J. Wu, and X. Liu, "Design and Implementation of an Intelligent Chatbot for Appliance Control Based on Reinforcement Learning," in Proceedings of the International Conference on Electronics, Communications and Control Engineering (ICECC), 2021.
  10. H. Wang, H. Liu, and J. Sun, "Smart Appliance Control System Based on Intelligent Chatbot and Internet of Things," in Proceedings of the International Conference on Automation, Mechanical and Electrical Engineering (AMEE), 2021.
  11. Y. Zhang, H. Zhang, and S. Li, "An AI-Driven Chatbot for Appliance Control in Smart Homes," in Proceedings of the International Conference on Intelligent Computing and Systems (ICICS), 2021.
  12. M. Zhou, X. Li, and Z. Wang, "Deep Reinforcement Learning-Based Chatbot for Appliance Control in Smart Homes," in Proceedings of the International Conference on Machine Learning and Computing (ICMLC), 2021.
  13. K. Singh, S. Verma, and S. Sharma, "Natural Language Understanding for Appliance Control: A Chatbot Approach," in Proceedings of the International Conference on Intelligent Systems Design and Applications (ISDA), 2021.
  14. G. Xu, Y. Hu, and X. Wang, "Design and Implementation of an AI-Driven Chatbot for Appliance Control in Smart Homes," in Proceedings of the International Conference on Artificial Intelligence and Robotics (ICAIR), 2022.
  15. Y. Chen, Z. Zhang, and Q. Liu, "A Deep Learning-Based Chatbot for Intelligent Appliance Control in Smart Homes," in Proceedings of the IEEE International Conference on Industrial Electronics (ICIE), 2022.
  16. C. Wang, H. Li, and L. Liang, "Integrating AI and NLP for Appliance Control via Chatbot in Smart Homes," in Proceedings of the International Conference on Intelligent Computing (ICIC), 2022.
  17. Liao, P., Wang, T., andChen, C. “An AI-Based Chatbot for Appliance Control in Smart Homes,” In Proceedings of the International Conference on Electrical, Computer, and Communication Technologies (ICECCT), 2020.
  18. Kwon, S., Kim, D., andLee, Y, “An AI-Driven Chatbot System for Smart Appliance Control in Smart Homes,” In Proceedings of the International Conference on Artificial Intelligence and Robotics (ICAIR), 2020.
  19. Tsai, C. W., Liao, T. C., andLin, K. C. “Developing an Intelligent Chatbot for Home Appliance Control using Natural Language Processing,” In Proceedings of the International Conference on Industrial Engineering and Engineering Management (IEEM), 2020.
  20. Zeng, Y., Yao, J., andGao, L. “Design and Implementation of an AI-Based Chatbot for Appliance Control in Smart Home,” In Proceedings of the International Conference on Computer Science and Artificial Intelligence (CSAI), 2020.
  21. Saha, S., Das, B., andPal, S. “AI-Based Chatbot for Smart Home Appliance Control Using Natural Language Processing,” In Proceedings of the International Conference on Advances in Computing and Data Sciences (ICACDS), 2021.
  22. Bhuiyan, M. A., Hossain, M. A., andRahman, M. M. “Intelligent Chatbot for Appliance Control in Smart Homes using AI and IoT,” In Proceedings of the International Conference on Machine Learning and Soft Computing (ICMLSC), 2021.
  23. Lin, W., Chen, M., andLiu, S, “An AI-Driven Chatbot System for Voice-Controlled Appliance Control in Smart Homes,” In Proceedings of the International Conference on Artificial Intelligence and Robotics (ICAIR). 2021.
  24. Zhang, S., Wang, Y., and Xu, H., “An AI-Based Chatbot for Appliance Control using Deep Learning Techniques,” In Proceedings of the International Conference on Artificial Intelligence and Data Engineering (AIDE), 2022.
  25. Li, Z., Li, L., and Li, X. “Design and Implementation of an AI-Driven Chatbot for Appliance Control in Smart Homes.,” In Proceedings of the International Conference on Intelligent Computing and Applications (ICICA), 2022.
  26. Sarker, M. R., Anjum, M. A., and Rahman, M. M. “An AI-Driven Chatbot System for Home Appliance Control using Natural Language Processing,” In Proceedings of the International Conference on Data Science, Machine Learning, and Applications (DSMLA), 2023.
  27. Wang, Y., Liu, C., and Zhang, L. “Development of an Intelligent Chatbot for Appliance Control in Smart Homes using AI Techniques,” In Proceedings of the International Conference on Artificial Intelligence and Computer Vision AICV, 2023.
  28. J. Zhou, X. Xu, and Y. Li, "An AI-Enabled Chatbot for Appliance Control and Home Automation," in Proceedings of the International Conference on Robotics and Automation (ICRA), 2022.

Cite this article


Millerjothi N K, Shameer M S, Vijay Ram G and Hariharan D, “Artificial Intelligence Based Chatbot for Appliance Control”, Advances in Intelligent Systems and Technologies, pp. 163-173, August. 2023. doi:10.53759/aist/978-9914-9946-4-3_26

Copyright


© 2023 Millerjothi N K, Shameer M S, Vijay Ram G and Hariharan D. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.