Design and Implementation of Autonomous Collaboration System of Smart Things using accumulated Experience knowledge

Chang-Su Lee, Sweungwon Cheung, Seong-Soon Joo, H. Kahng
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引用次数: 2

Abstract

With the advent of many IoTs, users need a common use environment to easily connect, search, and share various IoTs. In addition, as IoTs become increasingly intelligent, there is a growing demand for services that work together. However, a large number of IoTs can cause serious traffic to the network when they collaborate with each other in a common usage environment. In this paper, we have designed the structure of IoT to construct a distributed social network based on semantic web to solve this problem. We also designed and implemented an autonomous collaborative service of IoT that can find collaborative partners through social network and accumulate experience knowledge after collaboration. We defined IoT with this structure as Smart Thing and a unique Basic Identity Information (BII) that allows Smart Thing to identify each other. In addition, we defined Basic Response Rules (DRRFS) for Smart Thing to follow in the Query & Answer process for Collaboration. Smart Thing with basic identity information is an independent, autonomous IoT device. Smart Thing with a distributed social network finds collaborative partners though recursive queries and provides services. In addition, we have confirmed in the autonomous collaborative system that Smart Thing who has experienced collaborations can work faster and more accurately using the accumulated experience knowledge when the same thing is done again. If all IoTs have basic identity information and use semantic technology, the Internet will be a huge space where Smart Thing can collaborate.
利用积累的经验知识设计与实现智能事物自主协同系统
随着众多物联网的出现,用户需要一个通用的使用环境来方便地连接、搜索和共享各种物联网。此外,随着物联网变得越来越智能,对协同工作的服务的需求也在不断增长。然而,大量的物联网在一个共同的使用环境中相互协作时,会给网络带来严重的流量。在本文中,我们设计了物联网的结构来构建一个基于语义web的分布式社交网络来解决这个问题。我们还设计并实现了IoT的自主协同服务,通过社交网络寻找协作伙伴,协作后积累经验知识。我们将这种结构的物联网定义为智能物和唯一的基本身份信息(BII),允许智能物相互识别。此外,我们定义了Smart Thing在协作的查询和回答过程中遵循的基本响应规则(DRRFS)。具有基本身份信息的智能物联网是一种独立自主的物联网设备。具有分布式社交网络的Smart Thing通过递归查询寻找合作伙伴并提供服务。此外,我们在自主协作系统中证实,经历过协作的Smart Thing在再次做同样的事情时,可以利用积累的经验知识更快、更准确地工作。如果所有的物联网都有基本的身份信息,并使用语义技术,互联网将是一个巨大的空间,智能物联网可以协作。
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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