Domain specific conversational intelligent agents: natural language processing in real world applications

Çalpur, Mehmet Çağrı and Tatlidede, Mehmet Utku and Cataloglu, Irmak (2018) Domain specific conversational intelligent agents: natural language processing in real world applications. In: 12th Turkish National Software Engineering Symposium, UYMS 2018, Istanbul, Turkey

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Abstract

Natural language processing (NLP) is the branch of Artificial Intelligence (AI) studies that will shape the future of computing and Human Computer Interaction (HCI). Operational complexity of a conversational intelligent agent (Chat-bot) stems from human-related, linguistic and computational aspects. In this study, we define an architectural description of a chat-bot, address the NLP problems which needs to be solved and provide our proposed solutions for a functional conversational intelligent agent. The importance of Bayesian Statistics and Data mining of domain specific text and expected expansion areas are discussed for future research in the conversational AI development.
Item Type: Papers in Conference Proceedings
Uncontrolled Keywords: Chat-bots; Conditional random fields; Conversational intelligent agents; Descriptive statistics; Machine learning; Natural language processing; Ontology; Text data mining
Divisions: Faculty of Engineering and Natural Sciences
Depositing User: Mehmet Çağrı Çalpur
Date Deposited: 06 Jun 2023 11:11
Last Modified: 06 Jun 2023 11:11
URI: https://research.sabanciuniv.edu/id/eprint/45889

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