Back close

An intelligent question answering conversational agent using Naïve Bayesian classifier

Publication Type : Conference Paper

Publisher : ICTEE

Source : Proceedings - 2012 IEEE International Conference on Technology Enhanced Education, ICTEE 2012, Kerala (2012)

Url : http://www.scopus.com/inward/record.url?eid=2-s2.0-84862859088&partnerID=40&md5=13eb22b58e3cd6c253aa6b37f368514d

Keywords : Artificial intelligence, Bayesian classification, categorization, chatbot, E-learning, Engineering education, Knowledge based systems, Natural language processing systems, Posterior probability, Students, Tokenizer

Campus : Coimbatore

School : School of Engineering

Center : TIFAC CORE in Cyber Security

Department : Computer Science

Year : 2012

Abstract : In the current scenario, learning has taken a completely new dimension. New methods of teaching like E-learning and collaborative learning etc have computerized the learning process to a large extent. But the teachers' presence is still mandatory at all times. Also the current systems have low reliability so the teacher has to monitor them constantly. To solve this problem this paper introduces an automated question answering system. This proposed system answers the queries posted by the student in a more interactive way like a virtual teacher (chatbot system). The QA knowledge base can be accessed and modified by the instructor who could also know the areas where the students are more prone to doubts thus helping the student as well as the instructor. © 2012 IEEE.

Cite this Research Publication : Ma Niranjan, Saipreethy, M. Sa, and Kumar, T. Gb, “An intelligent question answering conversational agent using Naïve Bayesian classifier”, in Proceedings - 2012 IEEE International Conference on Technology Enhanced Education, ICTEE 2012, Kerala, 2012.

Admissions Apply Now