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Augmented Robotics Dialog System for Enhancing Human–Robot Interaction

机译:增强人机对话的增强型机器人对话系统

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Augmented reality, augmented television and second screen are cutting edge technologies that provide end users extra and enhanced information related to certain events in real time. This enriched information helps users better understand such events, at the same time providing a more satisfactory experience. In the present paper, we apply this main idea to human–robot interaction (HRI), to how users and robots interchange information. The ultimate goal of this paper is to improve the quality of HRI, developing a new dialog manager system that incorporates enriched information from the semantic web. This work presents the augmented robotic dialog system (ARDS), which uses natural language understanding mechanisms to provide two features: (i) a non-grammar multimodal input (verbal and/or written) text; and (ii) a contextualization of the information conveyed in the interaction. This contextualization is achieved by information enrichment techniques that link the extracted information from the dialog with extra information about the world available in semantic knowledge bases. This enriched or contextualized information (information enrichment, semantic enhancement or contextualized information are used interchangeably in the rest of this paper) offers many possibilities in terms of HRI. For instance, it can enhance the robot's pro-activeness during a human–robot dialog (the enriched information can be used to propose new topics during the dialog, while ensuring a coherent interaction). Another possibility is to display additional multimedia content related to the enriched information on a visual device. This paper describes the ARDS and shows a proof of concept of its applications.
机译:增强现实,增强电视和第二屏幕是最先进的技术,可为最终用户实时提供与某些事件相关的额外和增强的信息。这些丰富的信息可帮助用户更好地了解此类事件,同时提供更令人满意的体验。在本文中,我们将此主要思想应用于人机交互(HRI),用户和机器人如何交换信息。本文的最终目标是提高HRI的质量,开发一种新的对话框管理器系统,该系统将来自语义Web的丰富信息纳入其中。这项工作介绍了增强型机器人对话系统(ARDS),该系统使用自然语言理解机制来提供两个功能:(i)非语法多模式输入(口头和/或书面)文本; (ii)互动中传达的信息的上下文关系。这种上下文关系是通过信息丰富技术来实现的,该技术将从对话中提取的信息与语义知识库中可用的有关世界的额外信息联系起来。这种丰富或上下文相关的信息(信息丰富,语义增强或上下文相关的信息在本文的其余部分中可以互换使用)在HRI方面提供了许多可能性。例如,它可以在人机对话期间增强机器人的主动性(丰富的信息可以用于在对话期间提出新主题,同时确保连贯的交互作用)。另一种可能性是在视觉设备上显示与丰富的信息有关的附加多媒体内容。本文介绍了ARDS,并展示了其应用的概念证明。

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