A survey on the application of process discovery techniques to smart spaces data
Y Bertrand, B Van den Abbeele, S Veneruso… - … Applications of Artificial …, 2023 - Elsevier
During the last years, a number of studies have experimented with applying process
discovery techniques with the goal of automatically modelling human routines as if they …
discovery techniques with the goal of automatically modelling human routines as if they …
A survey on the application of process mining to smart spaces data
Y Bertrand, B Van den Abbeele, S Veneruso… - … Conference on Process …, 2022 - Springer
During the last years, a number of studies have experimented with applying process mining
(PM) techniques to smart spaces data. The general goal has been to automatically model …
(PM) techniques to smart spaces data. The general goal has been to automatically model …
HABITAT: An IoT solution for independent elderly
In this work, a flexible and extensive digital platform for Smart Homes is presented,
exploiting the most advanced technologies of the Internet of Things, such as Radio …
exploiting the most advanced technologies of the Internet of Things, such as Radio …
Discovering more precise process models from event logs by filtering out chaotic activities
Process Discovery is concerned with the automatic generation of a process model that
describes a business process from execution data of that business process. Real life event …
describes a business process from execution data of that business process. Real life event …
Unsupervised segmentation of smart home logs for human habit discovery
Smart homes represent examples of cyber-physical environments realizing the paradigm
known as ambient intelligence. An information system supporting ambient intelligence takes …
known as ambient intelligence. An information system supporting ambient intelligence takes …
NICE: the Native IoT-centric event log model for process mining
More and more so-called IoT-enhanced business processes (BPs) are supported by IoT
devices, which collect large amounts of data about the execution of such processes. While …
devices, which collect large amounts of data about the execution of such processes. While …
Complex reactive event processing for assisted living: The Habitat project case study
While the increasing average age of population is posing new challenges to societies and
healthcare systems, the emergence of the Internet of Things research area is generating the …
healthcare systems, the emergence of the Internet of Things research area is generating the …
Exploiting marked temporal point processes for predicting activities of daily living
The increasingly large availability of sensors in modern houses, due to the establishment of
home assistants, allow to think in terms of smart houses where behaviours can be …
home assistants, allow to think in terms of smart houses where behaviours can be …
The benefits of sensor-measurement aggregation in discovering IoT process models: a smart-house case study
M de Leoni, L Pellattiero - International Conference on Business Process …, 2021 - Springer
IoT systems collect and exchange data whose analysis opens up incredible opportunities to
improve the human satisfaction with IoT systems. The IoT data can be indeed used to …
improve the human satisfaction with IoT systems. The IoT data can be indeed used to …
Enabling the discovery of manual processes using a multi-modal activity recognition approach
The analysis of business processes using process mining requires structured log data.
Regarding manual activities, this data can be generated from sensor data acquired from the …
Regarding manual activities, this data can be generated from sensor data acquired from the …