Implementation of a Chatbot System using AI and NLP

Tarun Lalwani; Vasundhara Rathod

doi:10.21276/ijircst.2018.6.3.2

Abstract

For using software applications, user interfaces that can be used includes command line, graphical user interface (GUI), menu driven, form-based, natural language, etc. The mainstream user interfaces include GUI and web-based, but occasionally the need for an alternative user interface arises. A chatbot based conversational user interface fits into this space. The chatbot is a class of bots that have existed in the chat platforms. The user can interact with them via graphical interfaces or widgets, and the trend is in this direction. They generally provide a stateful service i.e. the application saves data of each session. On a college’s website, one often doesn’t know where to search for some kind of information. It becomes difficult to extract information for a person who is not a student or employee there. The solution to these comes up with a college inquiry chat bot, a fast, standard and informative widget to enhance college website’s user experience and provide effective information to the user. Chat bots are an intelligent system being developed using artificial intelligence (AI) and natural language processing (NLP) algorithms. It has an effective user interface and answers the queries related to examination cell, admission, academics, users’ attendance and grade point average, placement cell and other miscellaneous activities.

Keywords

Artificial intelligence, chat bot, knowledge base, lemmatization, natural language processing, semantic sentence similarity, wordnet.

References

[1] Yuhua Li, David McLean, Zuhair A. Bandar, James D. O’Shea, Keeley Crockett, “Sentence Similarity Based on Semantic Nets and Corpus Statistics”, IEEE Transactions on Knowledge and Data Engineering, Volume 18 - No. 8, August 2006.

[2] Emanuela Haller, Traian Rebedea, “Designing a Chat-bot that Simulates an Historical Figure”, IEEE Conference Publications, July 2013.

[3] Pratik Slave, Vishruta Patil, Vyankatesh Gaikwad, Girish Wadhwa, “College Enquiry Chat Bot”, International Journal on Recent and Innovation Trends in Computing and Communication, Volume 5, Issue 3, March 2015.

[4] “AIML Based Voice Enabled Artificial Intelligent Chatterbot”, International Journal of u- and e- Service, Science and Technology Volume 8 - No. 2, 2015.

[5] Amey Tiwari, Rahul Talekar, Prof. S. M. Patil, “College Information Chatbot System”, International Journal of Engineering Research and General Science, Volume 2, Issue 2, April 2017.

[6] Rachit Kulkarni, Ankit Methwani, Nakul Pawar, Charmi Valecha, Pooja Shetty, “College Chat-bot”, International Journal of Advanced Research in Computer Engineering & Technology, Volume 6, Issue 4, April 2017.

[7] Chaitrali S. Kulkarni, Amruta U. Bhavsar, Savita R. Pingale, Prof. Satish S. Kumbhar, “BANK CHATBOT - An Intelligent Assistant System Using NLP and Machine Learning”, International Research Journal of Engineering and Technology, Volume 4, Issue 5, May 2017.

[8] Yash Mehta, Shreya Sawkar, “The college chatbot”, International Journal of Computer Applications, Volume 173 - No. 7, September 2017.

[9] Prof. K. Bala, Mukesh Kumar, Sayali Hulawale, Sahil Pandita, “Chat-Bot For College Management System Using A.I”, International Research Journal of Engineering and Technology, Volume 4, Issue 11, Nov 2017.

Cites this article as

T. Lalwani, V. Rathod, "Implementation of a Chatbot System using AI and NLP", International Journal of Innovative Research in Engineering & Management (ijircst), Vol-6, Issue-3, Page No-26-30, 2018. Available from: https://doi.org/10.21276/ijircst.2018.6.3.2

Corresponding Author

Tarun Lalwani

Shashank Bhalotia, Ashish Pal, Shreya Bisen, Student, Department of Computer Science and Engineering, Shri Ramdeobaba College of Engineering and Management, Ramdeo Tekdi, Gittikhadan, Katol Road, Nagpur, Maharashtra, India

Download Full Paper

Download PDF

No. of Downloads: 96 | No. of Views: 6125

Advancing Education through VR: The Emerging Scope of Virtual Classrooms

Mohd Tanveer, Mohd Azat, Inayat Husain, Sakil Ahmad, Mohammad Aalam Khan.

May 2025 - Vol 13, Issue 3
Speech Recognition Technologies: Design, Challenges, and Real-World Applications

Maruti Maurya, Mohd Zaheer, Nawab Mohammad, Sadaf siddiqui, Mohd Zeeshan Khan, Mohd Ayan Akram.

May 2025 - Vol 13, Issue 3
Object Detection and Deep Learning

Shra Fatima, Maliha Fatima, Wafa Zaidi.

May 2025 - Vol 13, Issue 3

Implementation of a Chatbot System using AI and NLP

Citations

Download Full Paper PDF

Total View 6125

Total Download 96