口语对话系统中对话管理方法研究综述  

Review of Dialogue Management Methods in Spoken Dialogue System

作　　者：王玉[1] 任福继[1,2] 全昌勤[1] 

机构地区：[1]合肥工业大学计算机与信息学院,合肥230009 [2]德岛大学工学部

出　　处：《计算机科学》2015年第6期1-7,27,共8页Computer Science

基　　金：国家自然科学基金(61432004;61203312;61472117);情感计算与先进智能机器安徽省重点实验室开放课题(ACAIM150107);合肥学院重点建设学科项目(2014XK08)资助

摘　　要：口语对话系统是人机交互领域的核心技术,也是实现和谐人机交互的重要途径,具有重大的研究意义和应用价值,其中的各项理论和技术的研究进展一直备受关注。较为全面深入地总结了对话管理及口语对话系统的研究进展和现状。首先阐述了口语对话系统中的主要研究问题,包括系统各模块的研究内容与关键技术、系统的可移植性和鲁棒性设计等;然后从理论模型、研究进展及可用性等角度系统地剖析了现有的多种口语对话管理策略;最后展望了未来可能的研究方向和亟待解决的问题。Spoken dialogue system is the core technology in the field of human-computer interaction,and it is an impor- tant way to realize the harmonious human-computer interaction. The research has great theory significance and applica- tion value. The advances of theory and technology in spoken dialogue systems have always been greatly concerned. The status and advances of dialogue management and spoken dialogue system were comprehensively summarized in this pa- per. First, the main research questions of spoken dialogue system were introduced comprehensively, including the research contents of the modules, key technologies, portability and robust design. Then, the various spoken dialogue man- agement strategies were systematically analyzed from the perspective of theoretical models, advances and usability. Fi- nally, several possible directions and problems for further consideration and discussion were also mentioned.

关 键 词：口语对话系统 对话管理 对话模型 人机交互 

分 类 号：TP181[自动化与计算机技术—控制理论与控制工程]