Istituto di Scienza e Tecnologie dell'Informazione     
Bacciu D., Gallicchio C., Micheli A., Fortunati L., Palumbo F., La Rosa D., Kropf J., Henke S., Kreiner K. DOREMI - Activity recognition modelling and reasoning system development. Decrease of cOgnitive decline, malnutrRtion and sedEntariness by elderly empowerment in lifestyle Management and social Inclusion. Deliverable D4.2, 2016.
Deliverable D4.2 describes the Context Awareness and Activity Recognition system implemented as part of the research and development activities in tasks 4.1 (second part), 4.2, 4.3, 4.4. This deliverable includes both the released software system, available through WP4 code repository, as well as the present document. This document provides an up-to-date architectural view of the released system and provides a description of the implementation level details of the developed software. This includes both a specification of the software components, the description of the application programming interface implementing them as well as system deployment information, including hardware and software requirements. Further, it is provided a preliminary account of the experimental validation of the system components on data collected in the DOREMI laboratories and pilot site. A complete report on the experimental validation of the system will be provided in Deliverable D4.3 at M33.
Subject Human activity recognition
Reasoning system
Database schema
Machine learning
Predictive learning models
Explorative data analysis
Model selection
High-level system architecture
Software components
System development and implementation
Software release

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