Habit mining

IoT for BPMers. Challenges, Case Studies and Successful Applications

The Internet-of-Things (IoT) refers to a network of connected and interacting devices (e.g., sensors, actuators) collecting and exchanging data over the Internet. In the last years, we have witnessed an increasing presence of IoT devices in scenarios of the Business Process Management (BPM) domain, which can strongly influence the coordination of the real-world entities (e.g., humans, robots) that execute specific tasks or entire business processes in such environments.

Visual process maps: a visualization tool for discovering habits in smart homes

Models of human habits in smart spaces can be expressed by using a multitude of representations whose readability influences the possibility of being validated by human experts. The visual analysis by domain experts allows to identify stages of human habits that could be automatized or simplified by redesigning the environment. In this paper, we present a visual analysis pipeline for graphically visualizing human habits, starting from the sensor log of a smart space,.

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