Towards healthcare personal agents

RFMIR '14 Pub Date : 2014-11-16 DOI:10.1145/2666253.2666266
G. Riccardi
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引用次数: 24

Abstract

For a long time, the research on human-machine conversation and interaction has inspired futuristic visions created by film directors and science fiction writers. Nowadays, there has been great progress towards this end by the extended community of artificial intelligence scientists spanning from computer scientists to neuroscientists. In this paper we first review the tension between the latest advances in the technology of virtual agents and the limitations in the modality, complexity and sociability of conversational agent interaction. Then we identify a research challenge and target for the research and technology community. We need to create a vision and research path to create personal agents that are perceived as devoted assistants and counselors in helping end-users managing their own healthcare and well-being throughout their life. Such target is a high-payoff research agenda with high-impact on the society. In this position paper, following a review of the state-of-the-art in conversational agent technology, we discuss the challenges in spoken/multimodal/multi-sensorial interaction needed to support the development of Healthcare Personal Agents.
面向医疗保健个人代理
长期以来,对人机对话和交互的研究激发了电影导演和科幻作家创造的未来愿景。如今,从计算机科学家到神经科学家,人工智能科学家的扩展社区在这方面取得了巨大进展。在本文中,我们首先回顾了虚拟代理技术的最新进展与会话代理交互的模式、复杂性和社交性的局限性之间的紧张关系。然后,我们为研究和技术社区确定一个研究挑战和目标。我们需要创建一个愿景和研究路径,以创建个人代理,这些代理被视为帮助最终用户管理自己一生中的医疗保健和福祉的忠实助手和顾问。这样的目标是一个高回报、高社会影响的研究议程。在本文中,在回顾了会话代理技术的最新进展之后,我们讨论了支持医疗保健个人代理开发所需的语音/多模态/多感官交互方面的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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