1. http://copelabs.ulusofona.pt Human-centered Computing Lab 5G and e-Health Project Idea: Promotion of Well-Being via Large-Scale D2D Environments Paulo Mendes (paulo.mendes@ulusofona.pt, COPELABS/ULHT, vice-director/Senior Researcher) Rute Sofia (rute.sofia@ulusofona.pt, COPELABS/ULHT, Director/Senior Researcher)

2. Overview COPELABS, who we are – Relevancy in the context of 5G-PPP eHealth Focus Area: mHealth – Remote monitoring, ageing well – Lifestyle and prevention – promotion 2 http://copelabs.ulusofona.pt, P. Mendes, R. Sofia

3.  Pervasive technology as enabler of cognitive assessment  Pervasive technology can assist in boosting mHealth  Pervasive technology can improve cognitive and sensorial well-being  People-centric technology requires context and behaviour awareness  User behavior (individual, social) has an impact on Internet design  Costs of supporting cognitive awareness bring complexity to the overall system 29 researchers 16 PhDs, 10 MSc, 3 invited members COPELABS Cognitive Sciences + Internet Science 3 http://copelabs.ulusofona.pt, P. Mendes, R. Sofia

4. Life style and well-being prevention and promotion Goal: Behavioral inference and analysis based on D2D Infer individual behaviour (e.g. anxiety), making data available to allowed people Fusion of different data types (e.g. wearable, bio-signs, questionnaires) Community well-being, including collaborative sense making Pervasive services for data management and data provisioning Ageing & Living Well Goal: To improve life experience among elderly people Monitoring well-being Detecting isolation behaviors to trigger alerts and actions Detecting cognitive impairments Increase social interaction by provide tracking information in a controlled environment Proposal Focus area, mHealth Aspects Remote monitoring of health or wellness data Lifestyle and well-being prevention and PROMOTION COPELABS interest and contribution: inter-device communication and data analytics support (e.g. distributed correlation of behavior classification and forms of well-being), involving large- scale environments 4 http://copelabs.ulusofona.pt, P. Mendes, R. Sofia

5. Promoting Well-being Proposal Draft system framework 5 http://copelabs.ulusofona.pt, P. Mendes, R. Sofia Social trust circle Pervasive and/or participatory sensing Behavior tracking/ classification Local inference Purpose 1: improve individual lifesytle (routine) D2D Opportunistic communication Smart routing Purpose 2: improve social well-being (e.g. reinforce social cohesion/social interaction) Colour code: NEW 5G functionality Personal Cloud (Individual) Bluetooth Sensor WiFi Sensor Gateway/Dat a Surrogate Cloud Personal Cloud (Individual) Bluetooth Sensor WiFi Sensor -Data-centric networking -M2M communication -Data sync -Flexible data function placement Self-organized Data Management Purpose 3: Contextualization Collective Inference Promotion and prevention Data analytics and behaviour prevention M2M network

6. 6 http://copelabs.ulusofona.pt, P. Mendes, R. Sofia