Human System Interaction in Review: Advancing the Artificial Intelligence Transformation

Daswin De Silva, Rashmika Nawaratne, J. Rumiński, A. Malinowski, M. Manic
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引用次数: 1

Abstract

The industrial advancement of human society has been fundamentally driven by diverse ‘systems’ that facilitate ‘human interaction’ within physical, digital, virtual, social and artificial environments, and upon the hyper-connected layers of system-system interactions across these environments. The research and practice of Human System Interaction (HSI) has undergone exponential development due to the enhanced capabilities, increased efficiencies and decreased costs of digitalization. Primarily driven by its unique capacity for information persistence, digitalization is now leading us into a nexus of transition where HSI is being transformed by Artificial Intelligence (AI). AI has leveraged the data and information amassed by digitalization to learn, reason, predict, optimize and thereby augment both human-system interaction and system-system interaction, within and across all hyper-connected environments noted above. In this paper, we review this evolution of HSI and contribute towards its future directions by articulating the AI transformation strategy for this nexus of transition into a Human-AI-System Interaction. The paper begins with a review of HSI that focuses on developments in the past 15 years, followed by the AI transformation strategy which comprises of the primary configurations for Human-AI-System Interaction, the current capabilities of AI, a lifecycle approach for the design, development and deployment of an AI solution and the ethical implications of AI in HSI.
人机交互综述:推进人工智能转型
人类社会的工业进步从根本上是由各种各样的“系统”驱动的,这些“系统”促进了物理、数字、虚拟、社会和人工环境中的“人类互动”,并在这些环境中的超连接层的系统-系统互动上。由于数字化能力的增强、效率的提高和成本的降低,人机交互(HSI)的研究和实践正经历着指数级的发展。数字化主要是由其独特的信息持久化能力驱动的,它正引领我们进入一个过渡的纽带,在这个过渡的纽带中,HSI正在被人工智能(AI)所改变。人工智能利用数字化积累的数据和信息,在上述所有超连接环境中学习、推理、预测、优化,从而增强人-系统交互和系统-系统交互。在本文中,我们回顾了HSI的这一演变,并通过阐明人工智能转型战略,为人类-人工智能系统交互的过渡做出贡献。本文首先回顾了过去15年的HSI发展,然后是人工智能转型战略,其中包括人类-人工智能系统交互的主要配置、人工智能的当前能力、人工智能解决方案的设计、开发和部署的生命周期方法以及人工智能在HSI中的伦理影响。
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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