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
Full text not available from this repository. (Request a copy)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 | 
    

