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Evaluation of a User-Adapted Spoken Language Dialogue System: Measuring the Relevance of the Contextual Information Sources

机译:评估适用于用户的口语对话系统:测量上下文信息源的相关性

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摘要

We present an evaluation of a spoken language dialogue system with a module for the management of userrelated information, stored as user preferences and privileges. The flexibility of our dialogue management approach, based on Bayesian Networks (BN), together with a contextual information module, which performs different strategies for handling such information, allows us to include user information as a new level into the Context Manager hierarchy. We propose a set of objective and subjective metrics to measure the relevance of the different contextual information sources. The analysis of our evaluation scenarios shows that the relevance of the short-term information (i.e. the system status) remains pretty stable throughout the dialogue, whereas the dialogue history and the user profile (i.e. the middle-term and the long-term information, respectively) play a complementary role, evolving their usefulness as the dialogue evolves.
机译:我们对口语对话系统进行了评估,该系统具有用于管理与用户相关的信息的模块,该模块存储为用户的首选项和特权。基于贝叶斯网络(BN)的对话管理方法的灵活性以及上下文信息模块(执行不同的处理此类信息的策略),使我们可以将用户信息作为新级别包含到上下文管理器层次结构中。我们提出了一套客观和主观的指标来衡量不同上下文信息源的相关性。对我们的评估方案的分析表明,在整个对话过程中,短期信息(即系统状态)的相关性保持相当稳定,而对话历史记录和用户配置文件(即中期和长期信息,分别扮演着补充角色,随着对话的发展,它们的用处也在不断发展。

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