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Occupancy monitoring and prediction in ambient intelligent environment
Occupancy monitoring and prediction as an influential factor in the extraction of occupants' behavioural patterns for the realisation of ambient intelligent environments is addressed in this research. The proposed occupancy monitoring technique uses occupancy detection sensors with unobtrusive features to monitor occupancy in the environment. Initially the occupancy detection is conducted for a purely single-occupant environment. Then, it is extended to the multipleoccupant environment and associated problems are investigated. Along with the occupancy monitoring, it is aimed to supply prediction techniques with a suitable occupancy signal as the input which can enhance efforts in developing ambient intelligent environments. By predicting the occupancy pattern of monitored occupants, safety, security, the convenience of occupants, and energy saving can be improved. Elderly care and supporting people with health problems like dementia and Alzheimer disease are amongst the applications of such an environment. In the research, environments are considered in different scenarios based on the complexity of the problem including single-occupant and multiple-occupant scenarios. Using simple sensory devices instead of visual equipment without any impact on privacy and her/his normal daily activity, an occupant is monitored in a living or working environment in the single-occupant scenario. ZigBee wireless communication technology is used to collect signals from sensory devices such as motion detection sensors and door contact sensors. All these technologies together including sensors, wireless communication, and tagging are integrated as a wireless sensory agent
Smart workplaces: a system proposal for stress management
Over the past last decades of contemporary society, workplaces
have become the primary source of many health issues, leading
to mental problems such as stress, depression, and anxiety.
Among the others, environmental aspects have shown to be the
causes of stress, illness, and lack of productivity. With the arrival
of new technologies, especially in the smart workplaces field,
most studies have focused on investigating the building energy
efficiency models and human thermal comfort. However, little has
been applied to occupants’ stress recognition and well-being
overall. Due to this fact, this present study aims to propose a
stress management solution for an interactive design system that
allows the adapting of comfortable environmental conditions
according to the user preferences by measuring in real-time the
environmental and biological characteristics, thereby helping to
prevent stress, as well as to enable users to cope stress when
being stressed. The secondary objective will focus on evaluating
one part of the system: the mobile application. The proposed
system uses several usability methods to identify users’ needs,
behavior, and expectations from the user-centered design
approach. Applied methods, such as User Research, Card
Sorting, and Expert Review, allowed us to evaluate the design
system according to Heuristics Analysis, resulting in improved
usability of interfaces and experience. The study presents the
research results, the design interface, and usability tests.
According to the User Research results, temperature and noise
are the most common environmental stressors among the users
causing stress and uncomfortable conditions to work in, and the
preference for physical activities over the digital solutions for
coping with stress. Additionally, the System Usability Scale (SUS)
results identified that the system’s usability was measured as
“excellent” and “acceptable” with a final score of 88 points out of
the 100. It is expected that these conclusions can contribute to
future investigations in the smart workplaces study field and their
interaction with the people placed there.Nas últimas décadas da sociedade contemporânea, o local de
trabalho tem se tornado principal fonte de muitos problemas de
saĂşde mental, como o stress, depressĂŁo e ansiedade. Os aspetos
ambientais têm se revelado como as causas de stress, doenças,
falta de produtividade, entre outros. Atualmente, com a chegada de
novas tecnologias, principalmente na área de locais de trabalho
inteligentes, a maioria dos estudos tem se concentrado na
investigação de modelos de eficiĂŞncia energĂ©tica de edifĂcios e
conforto térmico humano. No entanto, pouco foi aplicado ao
reconhecimento do stress dos ocupantes e ao bem-estar geral das
pessoas. Diante disso, o objetivo principal Ă© propor um sistema de
design de gestĂŁo do stress para um sistema de design interativo que
permita adaptar as condições ambientais de acordo com as
preferĂŞncias de utilizador, medindo em tempo real as caracterĂsticas
ambientais e biológicas, auxiliando assim na prevenção de stress,
bem como ajuda os utilizadores a lidar com o stress quando estĂŁo
sob o mesmo. O segundo objetivo Ă© desenhar e avaliar uma parte
do projeto — o protótipo da aplicação móvel através da realização
de testes de usabilidade. O sistema proposto resulta da abordagem
de design centrado no utilizador, utilizando diversos métodos de
usabilidade para identificar as necessidades, comportamentos e as
expectativas dos utilizadores. MĂ©todos aplicados, como Pesquisa de
Usuário, Card Sorting e Revisão de Especialistas, permitiram avaliar
o sistema de design de acordo com a análise heurĂstica, resultando
numa melhoria na usabilidade das interfaces e experiĂŞncia. O
estudo apresenta os resultados da pesquisa, a interface do design e
os testes de usabilidade. De acordo com os resultados de User
Research, a temperatura e o ruĂdo sĂŁo os stressores ambientais
mais comuns entre os utilizadores, causando stresse e condições
menos favoráveis para trabalhar, igualmente existe uma preferência
por atividades fĂsicas sobre as soluções digitais na gestĂŁo do
stresse. Adicionalmente, os resultados de System Usability Scale
(SUS) identificaram a usabilidade do sistema de design como
“excelente” e “aceitável” com pontuação final de 88 pontos em 100.
É esperado que essas conclusões possam contribuir para futuras
investigações no campo de estudo dos smart workplaces e sua
interação com os utilizadores
Intelligent environments: a manifesto
We explain basic features of an emerging area called Intelligent Environments. We give a short overview on how
it has developed, what is the current state of the art and what are the challenges laying ahead. The aim of the
article is to make aware the Computer Science community of this new development, the differences with
previous dominant paradigms and the opportunities that this area offers to the scientific community and society
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