NOVA Laboratory for Computer Science and Informatics

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Organizational Unit

Publications

Efficacy of augmented reality-based virtual hiking in cardiorespiratory endurance: a pilot study

Publication . Ahmad, Muhammad Asif; Sousa, Honorato; Quintal, Élvio Rúbio; Bermúdez i Badia, Sergi

Exergames can be used to overcome a sedentary lifestyle. Virtual Reality (VR) has made exergames successful, and they can be used to increase heart rate, but some limitations are found, such as the adaptation of the heart rate in exergames to the player's fitness profile. VR technology has been used to simulate virtual cycling and walking experiences. We designed and developed an exergame' Virtual Levadas' in a cave-based VR environment to simulate the Levadas hiking tracks. They are the main attraction for tourists in Madeira Island, Portugal. This study's main objective was to assess player exertion, usability, participation, and realism of the simulation of the Levadas tracks. We performed this study with 13 participants who played Virtual Levadas for 6 minutes and found a significant increase in player's average physical activity and heart rate. Overall, our results demonstrate that Virtual Levada's exergame provides a higher exertion level, immersion, and realism of the virtual environment than the literature.

2021Conference object

Open access

Customizing a cognitive stimulation program for individuals with dementia through a participatory design approach

Publication . Spínola, Mónica; Câmara, Joana; Ferreira, Luis; Faria, Ana Lúcia; Bermúdez i Badia, Sergi

Background: Different intervention strategies, such as reminiscence and music-based therapies, effectively mitigate the cognitive decline of individuals with dementia (IwD). An important challenge when implementing these approaches lies in the need for content customization. We de signed Musiquence platform, a framework that allows the customization of music and reminiscence content in cognitive stimulation activities. (2) Methods: Here, we present a participatory design methodology for designing a seven-week customized cognitive stimulation program (CCSP) for IwD using Musiquence. We ran focus groups with 19 formal caregivers, who provided information regarding themes and music to be used in activities for IwD, and gathered preferences from 20 IwD. (3) Results: The CCSP consists of seven cycles of tasks combining the activities available in Musiquence, the seven preferential themes of IwD, and the seven songs most frequently referenced by formal caregivers. (4) Conclusions: Finally, we provide a set of guidelines to implement a participatory design approach for content development together with IwD.

2022Journal article

Open access

TREINO COGNITIVO NO PÓS-AVC: UM ESTUDO-PILOTO COM A PLATAFORMA NEUROAIREH@B

Publication . Câmara, Joana; Paulino, Teresa; Spínola, Mónica; Branco, Diogo; Cameirão, Mónica; Faria, Ana Lúcia; Ferreira, Luis; Moreira, André; Silva, Ana Rita; Vilar, Manuela; Simões, Mário; Bermúdez i Badia, Sergi; Fermé, Eduardo

O treino cognitivo (TC) através das novas tecnologias representa uma estratégia de intervenção promissora na mitigação dos défices cognitivos pós-AVC. Neste estudo-piloto, avaliamos o impacto a curto prazo de um novo sistema de TC com maior validade ecológica – a plataforma NeuroAIreh@b –, numa amostra de sobreviventes de AVC na fase crónica. Recrutámos dez sobreviventes de AVC que foram submetidos a uma avaliação neuropsicológica (ANP) pré intervenção. Posteriormente, iniciaram uma intervenção de TC implementada via tablet, com recurso à versão protótipo da plataforma NeuroAIreh@b, envolvendo oito sessões de 45 minutos. Nestas sessões, realizaram quatro tipos de tarefas de TC baseadas em atividades de vida diária (AVDs) (por ex., selecionar os ingredientes corretos para fazer uma receita, pagar as compras no supermercado). Foram efetuadas ANPs pós-intervenção para avaliar o impacto da intervenção a curto prazo. Uma análise intra-grupal com o teste de Wilcoxon revelou diferenças estatisticamente significativas no Montreal Cognitive Assessment (MoCA) e na pontuação total do Inventário de Avaliação Funcional de Adultos e Idosos (IAFAI). Globalmente, o TC através da plataforma NeuroAIreh@b parece ser benéfico na fase crónica do AVC, conduzindo a ganhos na cognição geral (MoCA) e na capacidade funcional (IAFAI). Estes resultados preliminares com a versão protótipo da plataforma NeuroAIreh@b são encorajadores e sugerem a generalização dos ganhos obtidos em contexto terapêutico para as AVDs.

2022Journal article

Open access

Coherence of probabilistic constraints on Nash equilibria

Publication . Preto, Sandro; Fermé, Eduardo; Finger, Marcelo

In this work, we first deal with the modeling of game situations that reach one of possibly many Nash equilibria. Before an instance of such a game starts, an external observer does not know, a priori, what is the exact profile of actions – constituting an equilibrium – that will occur; thus, he assigns subjective probabilities to players’ actions. Such scenario is formalized as an observable game, which is a newly introduced structure for that purpose. Then, we study the decision problem of determining if a given set of probabilistic constraints assigned a priori by the observer to a given game is coherent, called the PCE-COHERENCE problem. We show several results concerning algorithms and complexity for PCE-COHERENCE when pure Nash equilibria and specific classes of games, called GNP-classes, are considered. In this context, we also study the computation of maximal and minimal probabilistic constraints on actions that preserves coherence. Finally, we study these problems when mixed Nash equilibria are allowed in GNP-classes of 2-player games.

2022Journal article

Open access

Multi-user Touch Surfaces to Promote Social Participation and Self-efficacy in Upper-limb Stroke Rehabilitation

Publication . Pereira, Fábio Dinis Silva; Cameirão, Mónica da Silva

This thesis addresses the growing incidence of stroke and its impact on long-term disability, emphasizing the importance of post-stroke rehabilitation. Predicting a 34% increase in stroke cases by 2025, this work focuses on factors affecting post-stroke motor rehabilitation, such as depressive symptoms, while recognizing the role of social participation and self-efficacy in modulating these outcomes. To tackle these challenges, we propose the use of a multi-user interactive table for upper limb rehabilitation. This innovative approach involves detecting objects of various sizes and shapes as interfaces for serious games, fostering collective therapeutic activities targeting motor rehabilitation, depressive symptoms, social participation, and self-efficacy. Four exploratory studies informed the development of the interactive table. The studies determined game mechanics, object types, and game features. Three game modes (competitive, co-active, and collaborative) were explored, with the collaborative mode showing higher social engagement and more positive outcomes. Subsequent studies involving stroke survivors confirmed the effectiveness of collaborative gameplay. Feasibility, engagement, and usability were tested using objects of different sizes and shapes, revealing insights into task performance, grasping, and task complexity adjustments. The developed interactive table accommodates up to four participants, using top down object shape tracking and a multi-touch panel. Four serious games were designed to target specific upper limb skills, played in collaborative mode with incorporated features to enhance the overall experience. A pilot study with 12 stroke survivors over four weeks demonstrated significant improvements in motor outcomes, including range of motion, dexterity, strength, and coordination. The participants reported high enjoyment and interest in the system, with good usability scores. The study suggests that a group-based holistic motor rehabilitation approach, as presented, holds potential for enhancing motor outcomes by promoting social interaction and self-efficacy. These results indicate the viability of the proposed system as a promising solution for stroke rehabilitation.

2024-01-05Doctoral thesis

Open access