Design of Dialogue Management System for Home Network Control

홈네트워크 제어를 위한 대화관리시스템 설계

  • Kim, Hyun-Jeong (Human Centric Interface Research Department Advanced Technology Laboratory, KT) ;
  • Eun, Ji-Hyun (Human Centric Interface Research Department Advanced Technology Laboratory, KT) ;
  • Chang, Du-Seong (Human Centric Interface Research Department Advanced Technology Laboratory, KT) ;
  • Choi, Joon-Ki (Human Centric Interface Research Department Advanced Technology Laboratory, KT) ;
  • Koo, Myung-Wan (Human Centric Interface Research Department Advanced Technology Laboratory, KT)
  • 김현정 (KT R&D부문 미래기술연구소 HCI연구담당) ;
  • 은지현 (KT R&D부문 미래기술연구소 HCI연구담당) ;
  • 장두성 (KT R&D부문 미래기술연구소 HCI연구담당) ;
  • 최준기 (KT R&D부문 미래기술연구소 HCI연구담당) ;
  • 구명완 (KT R&D부문 미래기술연구소 HCI연구담당)
  • Published : 2006.11.17

Abstract

This paper presents a dialogue interface using the dialogue management system as a method for controlling home appliances in Home Network Services. In order to realize this type of dialogue interface, we first investigated the user requirements for Home Network Services by analyzing the dialogues entered by users. Based on the analysis, we were able to extract 15 user intentions and 22 semantic components. In our study, example dialogues were collected from WOZ (Wizard-of-OZ) environment to implement a reasoning model for generating meaningful responses for example-based dialogue modeling technique. An overview of the Home Network Control System using proposed dialogue interface will be presented. Lastly, we will show that the Dialogue Management System trained with our collected dialogues behaves properly to achieve its task of controlling Home Network appliances by going through the steps of natural language understanding, response reasoning, response generation.

Keywords