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首页> 外文期刊>Journal of Intelligent Information Systems >The Neem Platform: An Evolvable Framework for Perceptual Collaborative Applications
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The Neem Platform: An Evolvable Framework for Perceptual Collaborative Applications

机译：Neem平台：用于感知协作应用程序的可演化框架

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This paper introduces the Neem Platform, a generic research test bed for the development of a novel class of adaptive intelligent collaborative applications. These applications provide support for groups of people working together by facilitating their communication and by reacting adaptively to the perceived contexts of an ongoing interaction. Applications in Neem explore the multimodal context of mostly human-to-human communication, by "overhearing" conversations, monitoring user actions and reacting to perceived opportunities for augmentation via intelligent system interventions. The Neem Platform is designed to facilitate the integration of functionality for capture and reification of user communicative actions over a variety of modalities (e.g. speech, text, gestures), as well as facilitate analysis and reasoning based on this reified context. The platform promotes an exploratory and evolutionary style of development by affording rapid development of components, enactment of human-controlled real-time (Wizard of Oz) experiments, and remote collection of data for off-line analysis of interactions. This paper contributes the presentation of a novel coordination mechanism and shows how this underlying mechanism can be used to implement systems that support intelligent reaction to multimodal group interactions.
机译：本文介绍了Neem平台，这是用于开发新型自适应智能协作应用程序的通用研究测试平台。这些应用程序通过促进他们的交流并通过对正在进行的交互的感知环境做出自适应反应来为一群人一起工作提供支持。 Neem中的应用程序通过“偷听”对话，监视用户操作并通过智能系统干预对感知的增强机会做出反应，探索了大多数人与人之间交流的多模式环境。 Neem平台旨在促进各种功能（例如语音，文本，手势）的功能集成，以捕获和验证用户的交流行为，并基于此上下文进行分析和推理。该平台通过提供组件的快速开发，人为控制的实时（Oz的向导）的制定以及远程交互作用的数据的远程收集，促进了探索性和进化性的开发风格。本文有助于提出一种新颖的协调机制，并展示了该基础机制如何可用于实现支持对多模式群体相互作用进行智能反应的系统。

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