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Title: :  Healthcare chatbot system using multinomial naive Bayes algorithm.
PaperId: :  16472
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 2 2022
DUI:    16.0415/IJARIIE-16472
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shrutika Nitin ShirsatPune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India.
Taslima Jalal KhanPune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India.
Payal Anil WablePune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India.
Dhanashree Balu MandalikPune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India.
Prof. M. T. Jagtap Pune Vidyarthi Griha’s College Of Engineering And S.S Dhamankar Institute Of Management, nashik, Maharashtra, India.

Abstract

Computer engineering
Chatbot, Healthcare, Medications, consultation, Machine learning, Multinomial naïve Bayes algorithm.
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.

Citations

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IJARIIE 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 Volume 8 Issue 2 2022 Page 1826-1831
MLA 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 8.2(2022) : 1826-1831.
APA Shrutika Nitin Shirsat, Taslima Jalal Khan, Payal Anil Wable, Dhanashree Balu Mandalik, & Prof. M. T. Jagtap . (2022). Healthcare chatbot system using multinomial naive Bayes algorithm.. International Journal Of Advance Research And Innovative Ideas In Education, 8(2), 1826-1831.
Chicago 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 8, no. 2 (2022) : 1826-1831.
Oxford 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, 2022, p. 1826-1831. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Healthcare_chatbot_system_using_multinomial_naive_Bayes_algorithm__ijariie16472.pdf (Accessed : 18 June 2024).
Harvard Shrutika Nitin Shirsat, Taslima Jalal Khan, Payal Anil Wable, Dhanashree Balu Mandalik, and Prof. M. T. Jagtap . (2022) 'Healthcare chatbot system using multinomial naive Bayes algorithm.', International Journal Of Advance Research And Innovative Ideas In Education, 8(2), pp. 1826-1831IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Healthcare_chatbot_system_using_multinomial_naive_Bayes_algorithm__ijariie16472.pdf (Accessed : 18 June 2024)
IEEE 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, Mar-App 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/Healthcare_chatbot_system_using_multinomial_naive_Bayes_algorithm__ijariie16472.pdf [Accessed : 18 June 2024].
Turabian 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 [Online]. volume 8 number 2 (18 June 2024).
Vancouver 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 [Internet]. 2022 [Cited : 18 June 2024]; 8(2) : 1826-1831. Available from: https://ijariie.com/AdminUploadPdf/Healthcare_chatbot_system_using_multinomial_naive_Bayes_algorithm__ijariie16472.pdf
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