Facts

Contact person:
Jan Persson
Financers:
  • The Knowledge Foundation
Responsible at Malmö University:
Jan Persson
Project members:
Collaborators:
  • Axis Communications
  • Sigma Connectivity
Time frame:
01 January 2020 - 31 December 2021
Research environment :
Research subject:

About the project

This project is about how to best support services which need information about the current state of an environment where people are present and may interact with the services. The main challenges concern how to make use of heterogeneous sensor data and to make use of input by people to the system (e.g. user feedback). Further, in order to support services, including the implementation of new service, the project also address challenges of how to support: smart configuration and information security. The challenge of smart configuration, in particular, concerns the rapid configuration of the software for the detection of states. Information security concerns the influence and protection against non-benevolent users. The project intends to explore machine learning and Interactive Machine Learning (IML) to enhance the previously introduced concept of Dynamic Intelligent Virtual Sensor in different use cases, such as, activity detection in office spaces and people count in large buildings etc. It further aims to improve the design of the system-interaction for learning in order to improve the performance