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Designing an Emotionally Realistic Chatbot Framework to Enhance Its Believability with AIML and Information States.

Authors :
Sutoyo, Rhio
Chowanda, Andry
Kurniati, Agnes
Wongso, Rini
Source :
Procedia Computer Science; 2019, Vol. 157, p621-628, 8p
Publication Year :
2019

Abstract

Chatbot program has been empirically proven help to improve the engagement with users. Moreover, the implementation of a chat-bot program in the industry helps the company to reduce their operational costs in engaging with their customers and employees. There are still quite a number of problems existed in order to build a human-like chatbot program. Understanding a natural conversation and replying back to the conversation the interlocutors, keeping the conversation flowing naturally is a cumbersome task for a computer. This research aims to design an emotionally realistic chatbot system to enhance the believability of the chatbot using Artificial Intelligence Markup Language (AIML) and Information State. The results show that there is a statistically significant improvement to the chatbot believability in the system that has emotions variables induced compare to the one without emotions. Moreover, 63,33% of the respondents perceived Aero and Iris as two different individuals. The future work of this research is to deploy and have an exploration of the chatbot system to other cases. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
157
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
138889127
Full Text :
https://doi.org/10.1016/j.procs.2019.08.226