An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home

An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home

With the rapid development of technologies and improvement of living conditions, people are increasingly concerned about their life safety, convenience, and comfortableness. Household intelligence starts to play an increasingly important role in improving people living environment. This paper focuse...

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Main Authors: Wei Yang, Xiaojun Jing, Hai Huang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Internet of Things
service prediction
human behavior-based reasoning
intelligent embedded system
Online Access:https://ieeexplore.ieee.org/document/8525331/
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spelling doaj-b6db8ae270654d97921dfe39a9eaf9872021-03-29T21:37:47ZengIEEEIEEE Access2169-35362018-01-016685356854410.1109/ACCESS.2018.28799048525331An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart HomeWei Yang0https://orcid.org/0000-0002-9897-8861Xiaojun Jing1Hai Huang2School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, ChinaSchool of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, ChinaSchool of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, ChinaWith the rapid development of technologies and improvement of living conditions, people are increasingly concerned about their life safety, convenience, and comfortableness. Household intelligence starts to play an increasingly important role in improving people living environment. This paper focuses on service prediction in smart home automatic control systems, and proposes an intelligent human behavior-based reasoning model on the basis of linear prediction and case-based reasoning. Hardware and software are designed after analysis of the embedded architecture. In addition, an embedded smart home platform is built up and implemented to validate the proposed human behavior-based reasoning algorithm.https://ieeexplore.ieee.org/document/8525331/Internet of Thingsservice predictionhuman behavior-based reasoningintelligent embedded system
collection DOAJ
language English
format Article
sources DOAJ
author Wei Yang
Xiaojun Jing
Hai Huang
spellingShingle Wei Yang
Xiaojun Jing
Hai Huang
An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
IEEE Access
Internet of Things
service prediction
human behavior-based reasoning
intelligent embedded system
author_facet Wei Yang
Xiaojun Jing
Hai Huang
author_sort Wei Yang
title An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
title_short An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
title_full An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
title_fullStr An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
title_full_unstemmed An Intelligent Human Behavior-Based Reasoning Model for Service Prediction in Smart Home
title_sort intelligent human behavior-based reasoning model for service prediction in smart home
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2018-01-01
description With the rapid development of technologies and improvement of living conditions, people are increasingly concerned about their life safety, convenience, and comfortableness. Household intelligence starts to play an increasingly important role in improving people living environment. This paper focuses on service prediction in smart home automatic control systems, and proposes an intelligent human behavior-based reasoning model on the basis of linear prediction and case-based reasoning. Hardware and software are designed after analysis of the embedded architecture. In addition, an embedded smart home platform is built up and implemented to validate the proposed human behavior-based reasoning algorithm.
topic Internet of Things
service prediction
human behavior-based reasoning
intelligent embedded system
url https://ieeexplore.ieee.org/document/8525331/
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