Evaluation of Listening-Oriented Dialogue Control Rules Based on the Analysis of HMMs
Evaluation of Listening-Oriented Dialogue Control Rules Based on the Analysis of HMMs
复制标题
基于HMM分析的面向听力的对话控制规则评估
DOI：
10.21437/interspeech.2011-295
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发表时间：
2011
期刊：
影响因子：
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通讯作者：
Kohji Dohsaka
中科院分区：
文献类型：
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作者：
Toyomi Meguro;Yasuhiro Minami;Ryuichiro Higashinaka;Kohji Dohsaka
我们一直致力于建立倾听代理人的目的，以对话为导向。在我们以前的工作[1]中，我们从人类之间的面向对话的对话（LoD）中训练了隐马尔可夫模型（HMRM），并通过分析它们，发现了LoD的区别对话流。例如，听者抑制信息的提供和自我表露，而增加提问和提问来引出说话者的话语。作为构建监听代理的第一步，我们决定根据对Hacker的分析创建对话控制规则。我们建立了我们的基于规则的系统，并通过一个绿野仙踪（WoZ）实验将其与其他三个系统进行了比较。结果，我们发现我们基于规则的系统实现了与人类听众一样多的用户满意度。索引词：面向倾听的对话，对话系统，绿野仙踪
We have been working on listening-oriented dialogues for the purpose of building listening agents. In our previous work [1], we trained hidden Markov models (HMMs) from listeningoriented dialogues (LoDs) between humans, and by analyzing them, discovered a distinguishing dialogue flow of LoD. For example, listeners suppress their information giving and selfdisclosure, and instead, increase acknowledgments and questions to elicit speakers’ utterances. As an initial step for building listening agents, we decided to create dialogue control rules based on our analysis of the HMMs. We built our rule-based system and compared it with three other systems by a Wizard of Oz (WoZ) experiment. As a result, we found that our rule-based system achieved as much user satisfaction as human listeners. Index Terms: Listening-oriented dialogue, Dialogue system, Wizard of Oz
DOI：
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发表时间：
1984-03
期刊：
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影响因子：
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作者：
R. Cialdini
通讯作者：
R. Cialdini