AI Based Chatbot to Answer FAQs
Abstract & Details
Research Area
Artificial Intelligence and Machine Learning
Keywords
Chatbot
Artificial Intelligence
Machine Learning
Neural Networks
Deep Learning
Natural Language Processing.
Abstract
It is the era of the intelligent machines now. Artificial intelligence and machine learning have advanced. Computers have started to impersonate people using deep learning. Talkative software agents that are actuated by natural Chatbots, also known as language processing, are a great example of a machine like that. This essay offers a survey on methods used and chatbots that are already in use. It talks about the Comparative strengths, weaknesses, and limitations of the current chatbots. Comparing features and technical specifications of the 11 most popular chatbot application platforms. According to research, 75% of customers have had unfavorable interactions with customer service, and it is still challenging to make remarks that are profound, insightful, and long-lasting. Before then, handwritten procedures, rules, and models were used to create chatbots. These models were quickly replaced by end-to-end neural networks as deep learning gained popularity. A strong generative-based approach for the construction of conversational answers challenges is Deep Neural Networks in particular. This study conducted a thorough investigation of recent reviewing more than 70 recent works in the field of chatbot literature. The study compares various academic works using a method. This study also talked about the reasons that current chatbot models don't take into account when creating responses and how this affects the conversation's tone.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Arfa Tazmeen | Dayananda Sagar Academy Of Technology and Management |
| 2 | Dinoj Kumar V | Dayananda Sagar Academy Of Technology and Management |
| 3 | Kalyan Kumar R | Dayananda Sagar Academy Of Technology and Management |
| 4 | Kandula Thanmayee | Dayananda Sagar Academy Of Technology and Management |
| 5 | Dr. Madhumala R B | Dayananda Sagar Academy Of Technology and Management |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Tazmeen, Arfa, V, Dinoj Kumar, R, Kalyan Kumar, Thanmayee, Kandula, & B, Dr. Madhumala R (2023). AI Based Chatbot to Answer FAQs. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 199-206.
MLA Style
Tazmeen, Arfa, et al. "AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 199-206.
IEEE Style
Arfa Tazmeen, Dinoj Kumar V, Kalyan Kumar R, Kandula Thanmayee, and Dr. Madhumala R B, "AI Based Chatbot to Answer FAQs," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 199-206, 2023.
Vancouver Style
Tazmeen Arfa, V Dinoj Kumar, R Kalyan Kumar, Thanmayee Kandula, B Dr. Madhumala R. AI Based Chatbot to Answer FAQs. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):199-206.
Harvard Style
Tazmeen, Arfa, V, Dinoj Kumar, R, Kalyan Kumar, Thanmayee, Kandula, & B, Dr. Madhumala R (2023) 'AI Based Chatbot to Answer FAQs', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 199-206.
Chicago Style
Tazmeen, Arfa, et al. "AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 199-206.
Turabian Style
Tazmeen, Arfa, et al. "AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 199-206.
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