Exploring Personalized Internet of Things (PIoT), social connectivity, and Artificial Social Intelligence (ASI): A survey

IF 3.2 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS High-Confidence Computing Pub Date : 2024-05-20 DOI:10.1016/j.hcc.2024.100242
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Abstract

Pervasive Computing has become more personal with the widespread adoption of the Internet of Things (IoT) in our day-to-day lives. The emerging domain that encompasses devices, sensors, storage, and computing of personal use and surroundings leads to Personal IoT (PIoT). PIoT offers users high levels of personalization, automation, and convenience. This proliferation of PIoT technology has extended into society, social engagement, and the interconnectivity of PIoT objects, resulting in the emergence of the Social Internet of Things (SIoT). The combination of PIoT and SIoT has spurred the need for autonomous learning, comprehension, and understanding of both the physical and social worlds. Current research on PIoT is dedicated to enabling seamless communication among devices, striking a balance between observation, sensing, and perceiving the extended physical and social environment, and facilitating information exchange. Furthermore, the virtualization of independent learning from the social environment has given rise to Artificial Social Intelligence (ASI) in PIoT systems. However, autonomous data communication between different nodes within a social setup presents various resource management challenges that require careful consideration. This paper provides a comprehensive review of the evolving domains of PIoT, SIoT, and ASI. Moreover, the paper offers insightful modeling and a case study exploring the role of PIoT in post-COVID scenarios. This study contributes to a deeper understanding of the intricacies of PIoT and its various dimensions, paving the way for further advancements in this transformative field.

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探索个性化物联网(PIoT)、社交连接和人工智能(ASI):调查
随着物联网(IoT)在日常生活中的广泛应用,普适计算变得更加个性化。个人物联网(PIoT)是一个新兴领域,包括个人使用和周围环境的设备、传感器、存储和计算。PIoT 为用户提供了高度的个性化、自动化和便利性。PIoT 技术的扩散已延伸到社会、社会参与和 PIoT 物体的互联性,从而导致了社会物联网(SIoT)的出现。PIoT 和 SIoT 的结合激发了人们对自主学习、理解和认识物理世界和社会世界的需求。目前有关 PIoT 的研究致力于实现设备之间的无缝通信,在观察、感知和感知扩展物理和社会环境之间取得平衡,并促进信息交流。此外,从社会环境中自主学习的虚拟化技术也催生了 PIoT 系统中的人工社会智能(ASI)。然而,社交环境中不同节点之间的自主数据通信带来了各种资源管理挑战,需要仔细考虑。本文对不断发展的 PIoT、SIoT 和 ASI 领域进行了全面回顾。此外,本文还提供了深入的建模和案例研究,探讨了 PIoT 在后 COVID 场景中的作用。本研究有助于加深对 PIoT 复杂性及其各个层面的理解,为这一变革性领域的进一步发展铺平道路。
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