通过基于偏好的冲突解决虚拟助手改善智能环境中的多用户交互

Kenzhegali Nurgaliyev, D. D. Mauro, Nawaz Khan, J. Augusto
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引用次数: 11

摘要

在这项工作中,我们将研究和开发一个可以帮助人们进行日常生活活动(ADL)的系统。本研究的重点是解决不同用户档案(如老年人、成年人和年轻人)的请求冲突。该系统的目标是提供一个能够检测多用户语义冲突并解决冲突的对话管理器,以便使用系统接口化身通知其决策。该系统还能够优先处理多个家电服务之间发生的请求,以及处理涉及单个设备的冲突实体。我们研究了虚拟助手的多用户上下文感知是否在动态识别多用户冲突方面为智能家居概念增加了价值。本工作提出了一种基于偏好的冲突解决方法,并在智能家居环境中评估了开发的系统。
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Improved Multi-user Interaction in a Smart Environment Through a Preference-Based Conflict Resolution Virtual Assistant
In this work we will examine and develop a system that can assist people in Activities of Daily Life (ADL). This study focuses on resolving conflicts for the requests from different users' profiles, for instance - elderly, adult and young. The objective of the system is to present a dialogue manager which is able to detect multi-user semantic conflict and to resolve the conflict for improved dialogue informing about its decisions using a system interface avatar. The system is also able to prioritize requests that occurred among the services of multiple home appliances, as well as to deal with conflicting entities involving a single device. We investigated whether the multi-user context awareness by a Virtual Assistant adds value to the Smart Home concept in recognizing multi-user conflicts dynamically. This work has proposed a preference based method for resolving conflict and evaluated the developed system in a smart home environment.
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