Implementation of AI Based Chatbot to Answer FAQs

Dr. Rashmi Amardeep; Arfa Tazmeen; Dinoj Kumar V; Kalyan Kumar R; Kandula Thanmayee

Implementation of AI Based Chatbot to Answer FAQs

May 2023

Vol-9, Issue-3

Paper ID: 20209

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Artificial Intelligence

Keywords

Text Summarizer chatbot ROUGE BERT Online Education Natural Language Processing (NLP)

Abstract

In this digital age, the smart application is essential. Ought to continuously generate a huge amount of data into existence. These data can be used to develop a big volume of knowledge that deploys various uses. Education is one of the primary industries that create massive amounts of data. However, because of the speed and volume of data generated by numerous online educational resources, it is difficult to obtain only the necessary information. One type of technology that can be used to extract pertinent information from textual data is text summarization and analysis tools. Although a lot of text summarization tools are being created, the majority of them are primarily concerned with summarizing a single document well. The objective of this project is to create a text summarizing tool that uses NLP methods to extract pertinent and useful information from a variety of texts, enabling users to learn more efficiently. A chatbot interface can convey this information to users in an interactive and effective manner. In order to govern the conversational flow and personalize the user experience, the technology also runs different analytics on the user responses provided to the chatbot.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Dr. Rashmi Amardeep	Dayananda Sagar Academy Of Technology and Management
2	Arfa Tazmeen	Dayananda Sagar Academy Of Technology and Management
3	Dinoj Kumar V	Dayananda Sagar Academy Of Technology and Management
4	Kalyan Kumar R	Dayananda Sagar Academy Of Technology and Management
5	Kandula Thanmayee	Dayananda Sagar Academy Of Technology and Management

How to Cite

Use the following formats to cite this article in your research.

APA Style

Amardeep, Dr. Rashmi, Tazmeen, Arfa, V, Dinoj Kumar, R, Kalyan Kumar, & Thanmayee, Kandula (2023). Implementation of AI Based Chatbot to Answer FAQs. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 1115-1119.

MLA Style

Amardeep, Dr. Rashmi, et al. "Implementation of AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 1115-1119.

IEEE Style

Dr. Rashmi Amardeep, Arfa Tazmeen, Dinoj Kumar V, Kalyan Kumar R, and Kandula Thanmayee, "Implementation of AI Based Chatbot to Answer FAQs," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 1115-1119, 2023.

Vancouver Style

Amardeep Dr. Rashmi, Tazmeen Arfa, V Dinoj Kumar, R Kalyan Kumar, Thanmayee Kandula. Implementation of AI Based Chatbot to Answer FAQs. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):1115-1119.

Harvard Style

Amardeep, Dr. Rashmi, Tazmeen, Arfa, V, Dinoj Kumar, R, Kalyan Kumar, & Thanmayee, Kandula (2023) 'Implementation of AI Based Chatbot to Answer FAQs', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 1115-1119.

Chicago Style

Amardeep, Dr. Rashmi, et al. "Implementation of AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1115-1119.

Turabian Style

Amardeep, Dr. Rashmi, et al. "Implementation of AI Based Chatbot to Answer FAQs." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 1115-1119.