Healthcare chatbot system using multinomial naive Bayes algorithm.
Abstract & Details
Research Area
Computer engineering
Keywords
Chatbot
Healthcare
Medications
consultation
Machine learning
Multinomial naïve Bayes algorithm.
Abstract
In the current situation of covid-19 we faces the barrier for performing various task health consultation is one of them. Taking care of our and our family’s health is most important but due to that situation it gets difficult. For the solution of this problem machine learning and chatbot application idea step in.
Machine learning is one of the core of artificial intelligence. With the help of that system can take the data, search patters, uses various algorithms and learn and improve itself using the data. The Chatbots is a tool which is use to communicate with user using natural language processing. Nowadays the use of Chatbots has widely spared for everywhere. Chatbots are getting use in health industry which will help to solve health problems. Chatbot for health consultation are becoming popular. This Chatbot will be very helpful for the healthcare industries as well as patient. With the study of various symptoms and solutions over that our system will provide satisfying solutions over symptoms and medications as well as doctors recommendation. Using multinomial naïve Bayes algorithms by calculating the probability of each word occurrence it will generate the accurate result over the input data.
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Shrutika Nitin Shirsat | Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India. |
| 2 | Taslima Jalal Khan | Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India. |
| 3 | Payal Anil Wable | Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India. |
| 4 | Dhanashree Balu Mandalik | Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India. |
| 5 | Prof. M. T. Jagtap | Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India. |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Shirsat, Shrutika Nitin, Khan, Taslima Jalal, Wable, Payal Anil, Mandalik, Dhanashree Balu, & Jagtap, Prof. M. T. (2022). Healthcare chatbot system using multinomial naive Bayes algorithm.. International Journal of Advance Research and Innovative Ideas In Education, 8(2), 1826-1831.
MLA Style
Shirsat, Shrutika Nitin, et al. "Healthcare chatbot system using multinomial naive Bayes algorithm.." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 2, 2022, pp. 1826-1831.
IEEE Style
Shrutika Nitin Shirsat, Taslima Jalal Khan, Payal Anil Wable, Dhanashree Balu Mandalik, and Prof. M. T. Jagtap, "Healthcare chatbot system using multinomial naive Bayes algorithm.," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 2, pp. 1826-1831, 2022.
Vancouver Style
Shirsat Shrutika Nitin, Khan Taslima Jalal, Wable Payal Anil, Mandalik Dhanashree Balu, Jagtap Prof. M. T.. Healthcare chatbot system using multinomial naive Bayes algorithm.. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(2):1826-1831.
Harvard Style
Shirsat, Shrutika Nitin, Khan, Taslima Jalal, Wable, Payal Anil, Mandalik, Dhanashree Balu, & Jagtap, Prof. M. T. (2022) 'Healthcare chatbot system using multinomial naive Bayes algorithm.', International Journal of Advance Research and Innovative Ideas In Education, 8(2), pp. 1826-1831.
Chicago Style
Shirsat, Shrutika Nitin, et al. "Healthcare chatbot system using multinomial naive Bayes algorithm.." International Journal of Advance Research and Innovative Ideas In Education 8, no. 2 (2022): 1826-1831.
Turabian Style
Shirsat, Shrutika Nitin, et al. "Healthcare chatbot system using multinomial naive Bayes algorithm.." International Journal of Advance Research and Innovative Ideas In Education 8, no. 2 (2022): 1826-1831.
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