Title :
Applying Context Respectful Summarization to Counseling Agent for the Japanese
Author :
Shinozaki, Tetsuo ; Bissay, Estelle ; Ikegami, Yasuyuki ; Tsuruta, Setsuo
Author_Institution :
Grad. Sch. of Adv. Sci. & Technol., Tokyo Denki Univ., Inzai, Japan
Abstract :
This paper proposes a counseling agent by ELIZA-like but much more human-centered (we call "context- respectful") dialogue, respecting human namely clients\´ suffering situation/ context. Towards self-awareness of solutions through reflection, this reflection agent can perform context-respectful support. Building up mutual trust or empathizing with the client and keeping it, this agent supports clients to identify and clarify/ dig their problem using problem-clarification words and summarizing several client\´s events and emotions. The summarization condenses the essence and/or detects the inconsistencies of what clients said, which encourage clients reflect themselves to their problem clarification. In other words, the summarization is considered as paraphrasing in not only a single dialog step (ELIZA-like mirroring in some means) but also several steps of a dialog. This context-respectful text summarization, keeping the counseling conversation continuing, promotes the clients\´ deeper clarification of the problem through self-reflection towards clients\´ self-awareness of solutions. Further, utilizing the context /situation based software decomposition as well as limiting the problem domain makes the counseling software agent easily realized with-out acquiring and managing a tremendous amount of knowledge. The pre-evaluation shows the promising result of the method.
Keywords :
employee welfare; human factors; natural language processing; software agents; text analysis; trusted computing; ELIZA-like; Japanese; context based software decomposition; context respectful summarization; context-respectful text summarization; counseling conversation; counseling software agent; emotion summarization; event summarization; human-centered dialogue; mutual trust; problem-clarification words; situation based software decomposition; Cognition; Context; Dictionaries; Educational institutions; Employee welfare; Engineering profession; Reflection; Conversational agent; Counseling Agent; reflection; self-awareness; text summarization;
Conference_Titel :
Signal-Image Technology & Internet-Based Systems (SITIS), 2013 International Conference on
Conference_Location :
Kyoto
DOI :
10.1109/SITIS.2013.149