Activity playback modeling for smart home simulation

S Liu, S Helal, JW Lee - Inclusive Smart Cities and e-Health: 13th …, 2015 - Springer
Simulation of human activities in smart spaces is becoming increasingly important due to the
growing demands on datasets that captures user-technology interactions. Such datasets are …

Simulation of smart home activity datasets

J Synnott, C Nugent, P Jeffers - Sensors, 2015 - mdpi.com
A globally ageing population is resulting in an increased prevalence of chronic conditions
which affect older adults. Such conditions require long-term care and management to …

Persim 3D: Context-driven simulation and modeling of human activities in smart spaces

JW Lee, S Cho, S Liu, K Cho… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Automated understanding and recognition of human activities and behaviors in a smart
space (eg, smart house) is of paramount importance to many critical human-centered …

High fidelity simulation and visualization of activities of daily living in persim 3D

S Liu, S Helal, JW Lee - Enhanced Quality of Life and Smart Living: 15th …, 2017 - Springer
A smart space simulation is cost-effective means to analyze human activities and design and
test human-centered intelligence in real smart spaces. A powerful smart space simulator not …

3D modeling and simulation of human activities in smart spaces

A Helal, K Cho, W Lee, Y Sung… - 2012 9th International …, 2012 - ieeexplore.ieee.org
For smart home researchers, it is essential to test activity recognition algorithms with various
sets of sensory data. However, diverse sensory datasets are not always available due to …

MASSHA: an agent-based approach for human activity simulation in intelligent environments

O Kamara-Esteban, G Azkune, A Pijoan… - Pervasive and Mobile …, 2017 - Elsevier
Human activity recognition has the potential to become a real enabler for ambient assisted
living technologies. Research on this area demands the execution of complex experiments …

A context-driven approach to scalable human activity simulation

JW Lee, A Helal, Y Sung, K Cho - Proceedings of the 1st ACM SIGSIM …, 2013 - dl.acm.org
As demands for human activity recognition technology increase, simulation of human
activities for providing datasets and testing purposes is becoming increasingly important …

Modeling, learning, and simulating human activities of daily living with behavior trees

Y Francillette, B Bouchard, K Bouchard… - … and Information Systems, 2020 - Springer
Autonomy is a key factor in the quality of life of a person. With the aging of the population, an
increasing number of people suffers from a reduced level of autonomy. That compromises …

Generating and Evaluating Data of Daily Activities with an Autonomous Agent in a Virtual Smart Home

L Gramoli, J Cumin, J Lacoche, A Foulonneau… - ACM Transactions on …, 2024 - dl.acm.org
Training machine learning models to identify human behavior is a difficult yet essential task
to develop autonomous and adaptive systems such as smart homes. These models require …

Towards a simulation platform for generation of synthetic videos for human activity recognition

W Deneke, G Plunkett, S Dixon… - 2018 International …, 2018 - ieeexplore.ieee.org
The field of human activity recognition from video data has recently made great strides.
However, the large amount of labelled data needed to train activity recognition models …