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 …
An interactive method for detection of process activity executions from IoT data
The increasing number of IoT devices equipped with sensors and actuators pervading every
domain of everyday life allows for improved automated monitoring and analysis of …
domain of everyday life allows for improved automated monitoring and analysis of …
HoloFlows: modelling of processes for the Internet of Things in mixed reality
Our everyday lives are increasingly pervaded by digital assistants and smart devices
forming the Internet of Things (IoT). While user interfaces to directly monitor and control …
forming the Internet of Things (IoT). While user interfaces to directly monitor and control …
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 …
Enabling process mining on sensor data from smart products
ML Van Eck, N Sidorova… - 2016 IEEE tenth …, 2016 - ieeexplore.ieee.org
In this paper we address the challenge of applying process mining to discover models of
human behaviour from sensor data. This challenge is caused by a gap between sensor data …
human behaviour from sensor data. This challenge is caused by a gap between sensor data …
Toward a framework for self-adaptive workflows in cyber-physical systems
With the establishment of Cyber-physical Systems (CPS) and the Internet of Things, the
virtual world of software and services and the physical world of objects and humans move …
virtual world of software and services and the physical world of objects and humans move …
Process model discovery from sensor event data
Virtually all techniques, developed in the area of process mining, assume the input event
data to be discrete, and, at a relatively high level (ie, close to the business-level). However …
data to be discrete, and, at a relatively high level (ie, close to the business-level). However …
A bridging model for process mining and IoT
Contextualisation is an important challenge in process mining. While Internet of Things (IoT)
devices are collecting more and more data on the physical context in which business …
devices are collecting more and more data on the physical context in which business …