Abstract-In this paper we propose a method to assess key collaborative processes during computer-supported group work based on physiological signals and eye-movements. Synchronous interpersonal multimodal signals from 30 dyads were recorded while collaborating remotely. Features measuring how much collaborators' eye-movements and physiology are coupled were extracted from the obtained time series and two regression models were trained to assess collaboration. Results show that the two coupling measures can be used to predict collaborative processes such as emotion management and convergence. Assessing those processes is a major step toward the development of remote collaborative interfaces able to adapt to the users' social interactions.

Based on the demographic changes and the rapid increase of older population in Europe, major challenges are expected to rise, both in the economy as well as the society, whether the dominant care model for supporting elderly in living independently at home continues to rely on informal and formal caregivers' assistance. To respond to the above challenges, assistive technologies are called to develop Information and Communication Technology (ICT) services for supporting seniors to remain active and independent, for as long as possible, in their chosen home environment. The work described in this Letter is based on the Miraculous-Life project and it emphasises the identification and assessment of a set of services that an ICT system for Ageing Well should support, in an actual end-users setting. The outcome of this work may inform fellow researchers and other projects in the area of Ageing Well in: (i) understanding which ICT services can be the most valuable for end-users' Quality of Life, (ii) prioritising the development of related ICT services and (iii) facilitating better recourse allocation in order to reduce any risks associated to implementation failures of these services within their respective projects. A final trial phase is planned, aiming to validate the Miraculous Life prototype longitudinally in a naturalistic environment with a larger sample size. During this trial, it will be investigated if perceived usefulness, satisfaction and motivation could be predicted by sociodemographic variables and personality.

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The extent to which automatic associations exist between relaxing and energizing feelings and odors is unclear. To investigate this question, we used a modified version of the Implicit Association Test. In this task, participants had to make speeded discrimination responses between stimuli and words related to energizing vs. relaxing feelings. These stimuli were either visual stimuli (i.e., vanilla vs. mint labels in Experiment 1) or olfactory (vanillin vs. menthol in Experiment 2, and two fine fragrances in Experiment 3). In compatible blocks, purportedly related items (e.g., vanillin and a label related to relaxing feelings) shared the same response key, while in incompatible blocks they did not (e.g., vanillin and a word related to energizing feelings). In the three experiments, the participants responded significantly faster in the compatible blocks than in the incompatible ones. The stronger the association between purportedly related items, the faster the participant responds in compatible blocks and the slower in incompatible blocks. Consequently, this differential speed of response supports the existence of associations between the stimuli that were considered to be compatible. This argues for the existence of automatic associations between relaxing/energizing feelings and odors, associations that can influence behavior.

Differential contributions of ventral striatum subregions to the motivational and hedonic components of the affective processing of reward Affective reward processes in the ventral striatum