scholarly journals Assessing the Quality of Activities in a Smart Environment

2009 ◽  
Vol 48 (05) ◽  
pp. 480-485 ◽  
Author(s):  
M. Schmitter-Edgecombe ◽  
D. J. Cook
Keyword(s):  
Health Monitoring ◽  
Smart Home ◽  
Markov Models ◽  
Machine Learning Algorithms ◽  
Software Algorithms ◽  
Using Data ◽  
Home Technology ◽  
Smart Home Technology ◽  
Remote Health

Summary Objectives: Pervasive computing technology can provide valuable health monitoring and assistance technology to help individuals live independent lives in their own homes. As a critical part of this technology, our objective is to design software algorithms that recognize and assess the consistency of activities of daily living that individuals perform in their own homes. Methods: We have designed algorithms that automatically learn Markov models for each class of activity. These models are used to recognize activities that are performed in a smart home and to identify errors and inconsistencies in the performed activity. Results: We validate our approach using data collected from 60 volunteers who performed a series of activities in our smart apartment testbed. The results indicate that the algorithms correctly label the activities and successfully assess the completeness and consistency of the performed task. Conclusions: Our results indicate that activity recognition and assessment can be automated using machine learning algorithms and smart home technology. These algorithms will be useful for automating remote health monitoring and interventions.

scholarly journals Smart Homes: Steps, Components, Utilities and Challenges

2018 ◽  
Vol 7 (2.7) ◽  
pp. 436
Author(s):  
Velivela Gopinath ◽  
Arigela Srija ◽  
Dr S Krishna Rao ◽  
Avula Madhuri
Keyword(s):  
20Th Century ◽  
Smart Home ◽  
New Technologies ◽  
Smart Homes ◽  
Research Projects ◽  
Home Networking ◽  
Intelligent Home ◽  
Home Technology ◽  
Smart Home Technology

Smart Home is a flourishing technology of 20th century. It integrates of many new technologies through home networking for improving quality of human’s life. Intelligent Home trade has drawn goodish attention of researchers for quite a decade. Smart Home technology is a combination of network and services and much more consequently, this paper focuses on various topics in smart home technologies from surveying for smart home research projects and presents a survey of all such systems and covers advantages of smart home systems, smart steps and simple components to install smart homes. So, the presented paper can be cookbook of ideas for who ever want to learn this blossoming technology.  

scholarly journals Review on the Application of Artificial Intelligence in Smart Homes

Smart Cities ◽  
2019 ◽  
Vol 2 (3) ◽  
pp. 402-420 ◽  
Author(s):  
Xiao Guo ◽  
Zhenjiang Shen ◽  
Yajing Zhang ◽  
Teng Wu
Keyword(s):  
Artificial Intelligence ◽  
Smart Home ◽  
Smart Homes ◽  
Product Reviews ◽  
Literature Reviews ◽  
Quality Of Living ◽  
Home Technology ◽  
Smart Home Technology ◽  
The Relationship

Smart home and artificial intelligence technologies are developing rapidly, and various smart home products associated with artificial intelligence (AI) improved the quality of living for occupants. Although some studies discussed the application of artificial intelligence in smart homes, few publications fully considered the integration of literature and products. In this paper, we aim to answer the research questions of “what is the trend of smart home technology and products” and “what is the relationship between literature and products in smart homes with AI”. Literature reviews and product reviews are given to define the functions and roles of artificial intelligence in smart homes. We determined the application status of artificial intelligence in smart home products and how it is utilized in our house so that we could understand how artificial intelligence is used to make smart homes. Furthermore, our results revealed that there is a delay between literature and products, and smart home intelligent interactions will become more and more popular.

Ethical Considerations Regarding the Use of Smart Home Technologies for Older Adults: An Integrative Review

2016 ◽  
Vol 34 (1) ◽  
pp. 155-181 ◽  
Author(s):  
Jane Chung ◽  
George Demiris ◽  
Hilaire J. Thompson
Keyword(s):  
Older Adults ◽  
Literature Review ◽  
Home Environment ◽  
Smart Home ◽  
Ethical Issues ◽  
Ethical Considerations ◽  
Design And Methods ◽  
Home Technology ◽  
Smart Home Technology

Problem: With the wide adoption and use of smart home applications, there is a need for examining ethical issues regarding smart home use at the intersection of aging, technology, and home environment. Purpose: The purpose of this review is to provide an overview of ethical considerations and the evidence on these ethical issues based on an integrative literature review with regard to the utilization of smart home technologies by older adults and their family members. Review Design and Methods: We conducted an integrative literature review of the scientific literature from indexed databases (e. g., MEDLINE, CINAHL, and PsycINFO). The framework guiding this review is derived from previous work on ethical considerations related to telehealth use for older adults and smart homes for palliative care. Key ethical issues of the framework include privacy, informed consent, autonomy, obtrusiveness, equal access, reduction in human touch, and usability. Results: Six hundred and thirty-five candidate articles were identified between the years 1990 and 2014. Sixteen articles were included in the review. Privacy and obtrusiveness issues appear to be the most important factors that can affect smart home technology adoption. In addition, this article recommends that stigmatization and reliability and maintenance of the system are additional factors to consider. Implications: When smart home technology is used appropriately, it has the potential to improve quality of life and maintain safety among older adults, ultimately supporting the desire of older adults for aging in place. The ability to respond to potential ethical concerns will be critical to the future development and application of smart home technologies that aim to enhance safety and independence.

scholarly journals SMART HOME TECHNOLOGY FOR OLDER ADULTS WITH MOBILITY DISABILITIES: POTENTIAL AND CHALLENGES

2019 ◽  
Vol 3 (Supplement_1) ◽  
pp. S878-S878
Author(s):  
Kenneth A Blocker ◽  
Lyndsie M Koon ◽  
Travis Kadylak ◽  
Widya A Ramadhani ◽  
Roshanak Khaleghi ◽  
...  
Keyword(s):  
Older Adults ◽  
Smart Home ◽  
Aging In Place ◽  
Instructional Support ◽  
Digital Home ◽  
Continued Use ◽  
Home Technology ◽  
Smart Home Technology

Abstract Recently, there has been a significant expansion in the number of smart and connected technologies for assisting individuals with a variety of tasks within the home. Examples include digital home assistants (e.g., Amazon Echo), smart lights, smart plugs, robotic vacuums, as well as a multitude of other devices. Such technologies hold the potential to support independence for older adults with long-term mobility disabilities, as they may experience challenges engaging in daily activities. The aim of the current study was to utilize a comprehensive approach with an interdisciplinary team to improve understanding of how to integrate smart technology into older adults’ homes. We focused on identifying functionality that would be useful to them, understanding their perceptions, and developing instructional support. We conducted interviews among older adults with, and without, long-term mobility disabilities to better understand their attitudes towards digital assistants, identify needs for instructional support, and test the usability of our instructional protocol. The overall goal of this research is to improve understanding of older adults’ perceptions of these technologies and identify usability challenges within the home. The instructional protocol offers support by reducing the identified barriers to initial adoption and continued use to promote aging-in-place and improving overall quality of life for older adults with long-term mobility disabilities.

Design and Application of Smart and Electrical Wheelchair and Charging Station for the Disabled Citizen

2020 ◽  
Vol 3 (1) ◽  
pp. 346-353
Author(s):  
Naim Suleyman Tinğ ◽  
Huseyin Ozel ◽  
Lokman Celik ◽  
Enes Ganidagli ◽  
Hilal Akkamis
Keyword(s):  
Smart Home ◽  
Touch Screen ◽  
Direct Access ◽  
Charging Station ◽  
The Disabled ◽  
Solar Powered ◽  
Home Technology ◽  
Smart Home Technology ◽  
Smart Wheelchair ◽  
Design And Application

In this paper, the design and application of smart wheelchair and charging station for disabled citizen is realized. The first stage of the paper is to make the wheelchair used by our disabled citizens able to access smart home technology via the vehicle via touch screen. The ability of citizens with disabilities to call with direct access via touch screen is also in the wheelchair designed. Thanks to the touch screen placed on the vehicle, disabled citizens are provided with the control of smart automation to control many objects such as curtains and doors in the home. In the second part of the paper, a solar powered charging station is designed and installed in order to charge battery powered wheelchairs. In the charging station made a special card reader system and has the charger to charge the card with disabilities to actively and means are provided.

Conception and implementation of a course for professional training and education in the field of IoT and smart home security

2020 ◽  
Vol 2020 (3) ◽  
pp. 277-1-277-8
Author(s):  
Michael Pilgermann ◽  
Thomas Bocklisch ◽  
Reiner Creutzburg
Keyword(s):  
Smart Home ◽  
Professional Training ◽  
Raspberry Pi ◽  
Science Students ◽  
Training And Education ◽  
Home Security ◽  
Master Level ◽  
University Course ◽  
Home Technology ◽  
Smart Home Technology

The aim of this paper is to describe the new concept of a Master level university course for computer science students to address the issues of IoT and Smart Home Security. This concept is well suited for professional training for interested customers and allows the creation of practical exercises. The modular structure of the course contains lectures and exercises on the following topics: 1. Introduction - IoT and Smart Home Technology and Impact 2. Homematic Technology and Smart Home Applications 3. Loxone Technology and Smart Home Applications 4. Raspberry Pi and Smart Home Applications 5. Security of IoT and Smart Home Systems and contains laboratory exercises of diverse complexities.

scholarly journals It’s cool! analysis of factors that influence smart thermostat adoption intention

2020 ◽  
Author(s):  
Stanislav Mamonov ◽  
Marios Koufaris
Keyword(s):  
Smart Home ◽  
Factorial Structure ◽  
Privacy Concerns ◽  
Mixed Methods Approach ◽  
Commercial Opportunity ◽  
Smart Thermostat ◽  
Home Technology ◽  
Smart Home Technology ◽  
Confirmatory Factory Analysis ◽  
Adoption Intention

Smart thermostats represent an innovative smart home technology and a growing commercial opportunity, yet little is known about the salient factors that affect the adoption of such devices. To address this gap in research, we conduct a three-stage study that progresses through belief elicitation, exploratory factor analysis and confirmatory factory analysis within a nomological network. We leverage the mixed methods approach to explore the factorial structure of salient perceived benefits and concerns associated with smart thermostats, and we examine the effects of the emergent factors on the adoption intention. We discover that a novel factor, which we term techno-coolness, is the key predictor of the smart thermostat adoption intention. Techno-coolness encompasses the perceptions that a smart thermostat can make a home look modern and futuristic, be fun to use, and make the user feel technologically advanced. We also find that compatibility concerns as well as privacy concerns are significant impediments to the smart thermostat adoption intention.

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