A Chatbot Based On AIML Rules Extracted From Twitter Dialogues
Journal Title: Annals of Computer Science and Information Systems - Year 2018, Vol 17, Issue
Abstract
A chat dialogue system, a chatbot, or a conversational agent is a computer program designed to hold a conversation using natural language. Many popular chat dialogue systems are based on handcrafted rules, written in Artificial Intelligence Markup Language (AIML). However, a manual design of rules requires significant efforts, as in practice most chatbots require hundreds if not thousands of rules. This paper presents the method of automated extraction of AIML rules from real Twitter conversation data. Our preliminary experimental results show the possibility of obtaining natural-language conversation between the user and a dialogue system without the necessity of handcrafting its knowledgebase.
Authors and Affiliations
Hiroshi Yamaguchi, Maxim Mozgovoy, Anna Danielewicz-Betz
Keywords
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- EP ID EP568235
- DOI 10.15439/2018F297
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