EXAMPLE-BASED DIALOG MODELING FOR PRACTICAL MULTI-DOMAIN DIALOG SYSTEM
SCIE
SCOPUS
- Title
- EXAMPLE-BASED DIALOG MODELING FOR PRACTICAL MULTI-DOMAIN DIALOG SYSTEM
- Authors
- Cheongjae Lee; Sangkeun Jung; Seokhwan Kim; Lee, GG
- Date Issued
- 2009-05
- Publisher
- ELSEVIER SCIENCE BV
- Abstract
- This paper proposes a generic dialog modeling framework for a multi-domain dialog system to simultaneously manage goal-oriented and chat dialogs for both information access and entertainment. We developed a dialog modeling technique using an example-based approach to implement multiple applications such as car navigation, weather information, TV program guidance, and chatbot. Example-based dialog modeling (EBDM) is a simple and effective method for prototyping and deploying of various dialog systems. This paper also introduces the system architecture of multi-domain dialog systems using the EBDM framework and the domain spotting technique. In our experiments, we evaluate our system using both simulated and real users. We expect that our approach can support flexible management of multi-domain dialogs on the same framework. (C) 2009 Elsevier B.V. All rights reserved.
- Keywords
- Example-based dialog modeling; Generic dialog modeling; Multi-domain dialog system; Domain identification; STRATEGIES; SIMULATION
- URI
- https://oasis.postech.ac.kr/handle/2014.oak/27748
- DOI
- 10.1016/J.SPECOM.2009.01.008
- ISSN
- 0167-6393
- Article Type
- Article
- Citation
- SPEECH COMMUNICATION, vol. 51, no. 5, page. 466 - 484, 2009-05
- Files in This Item:
- There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.