A Stationless Bikeshare Proof of Concept for College Campuses

Bikeshares promote healthy lifestyles and sustainability among commuters, casual riders, and tourists. However, the central pillar of modern systems, the bike station, cannot be easily integrated into a compact college campus. Fixed stations lack the flexibility to meet the needs of college students who make quick, short-distance trips. Additionally, the necessary cost of implementing and maintaining each station prohibits increasing the number of stations for user convenience. Therefore, the team developed a stationless bikeshare based on a smartlock permanently attached to bicycles in the system. The smartlock system design incorporates several innovative approaches to provide usability, security, and reliability that overcome the limitations of a station centered design. A focus group discussion allowed the team to receive feedback on the early lock, system, and website designs, identify improvements and craft a pleasant user experience. The team designed a unique, two-step lock system that is intuitive to operate while mitigating user error. To ensure security, user access is limited through near field ii communications (NFC) technology connected to a mechatronic release system. The said system relied on a NFC module and a servo working through an Arduino microcontroller coded in the Arduino IDE. To track rentals and maintain the system, each bike is fitted with an XBee module to communicate with a scalable ZigBee mesh network. The network allows for bidirectional, real-time communication with a Meteor.js web application, which enables user and administrator functions through an intuitive user interface available on mobile and desktop. The development of an independent smartlock to replace bike stations is essential to meet the needs of the modern college student. With the goal of creating a bikeshare that better serves college students, Team BIKES has laid the framework for a system that is affordable, easily adaptable, and implementable on any university expressing an interest in bringing a bikeshare to its campus.

Étude du développement de la métacognition des connaissances antérieures dans des activités de compréhension en lecture chez des élèves du primaire

Le développement des habiletés de compréhension du discours est un sujet de préoccupation majeur pour le système scolaire. Il suffit pour s'en convaincre d'examiner la proportion importante du curriculum des niveaux primaire et secondaire qui est consacrée à l'enseignement de ces habiletés. Les effets de ces enseignements sont observables puisque les différentes mesures du produit de la compréhension, employées par le système scolaire, laissent supposer qu'il y a effectivement une progression générale des performances en compréhension entre les lecteurs du début du premier cycle du primaire et les lecteurs de la fin du secondaire. Toutefois, la littérature scientifique est actuellement incapable de décrire précisément l'ensemble de l'activité cognitive du lecteur en compréhension notamment en ce qui a trait à son développement et à l'explication des difficultés. Elle propose donc des hypothèses sans pouvoir définir précisément l'articulation des composantes nécessaires à la compréhension. En conséquence, chaque enseignant doit se construire une conception intuitive des caractéristiques d'un bon lecteur ou d'un bon auditeur et tenter sur cette base de favoriser l'acquisition d'habiletés en compréhension tout en résolvant les problèmes de compréhension qu'il identifie. Dans le cadre de cette recherche, nous nous intéresserons particulièrement à l'aspect développemental des caractéristiques du lecteur gestionnaire de son activité de compréhension, c'est-à-dire au développement des habiletés métacognitives. [...]

Projeto de reabilitação energética de piscinas interiores

O presente relatório de projeto explicita as etapas da elaboração e os resultados obtidos através da realização de um projeto de reabilitação energética de um complexo de piscinas interiores. Esta reabilitação energética tem por objetivo a redução dos custos energéticos através da subtração de consumos supérfluos de energia ou da melhoria da eficiência energética dos equipamentos. Para alcançar estes objetivos recorreu-se à simulação dinâmica do edifício de modo a estimar múltiplas variáveis energéticas e identificar quais os setores e equipamentos que maior influência têm no consumo energético do complexo em estudo. Para a realização da simulação, recorreu-se a um software desenvolvido pelo DOE dos Estados Unidos da América, o Energy Plus, com o auxílio do Design Builder, que permite a criação e edição do modelo de forma mais fácil e acessível. Os valores retirados da simulação foram posteriormente comparados com valores reais. Com o complexo caraterizado e os principais consumidores identificados foi possível iniciar o estudo das medidas de melhoria da eficiência energética. As principais medidas estudadas incidiram na instalação de coberturas isotérmicas nas piscinas para reduzir a perda de energia através da evaporação e da radiação, a introdução de fontes de energia renovável como alternativa energética, substituição de elementos do sistema de iluminação e o aproveitamento de energia dissipada em equipamentos. Com este estudo, a entidade gestora do complexo encontra-se mais informada e pronta a tomar decisões que influenciem de forma significativa o consumo de energia no complexo, podendo optar pela instalação de alguma das medidas propostas.

Les réactions à l'abstinence chez les alcooliques cirrhotiques hospitalisés à St-Luc

La consommation d'alcool qu'elle soit abusive ou non prend aujourd'hui, une importance considérable tant par le nombre et la variété des alcools consommés que par les coûts sociaux entraînés. Ainsi, "Entre 1969-1970 et 1977-1978..., non seulement les Canadiens ont-ils consommé plus d'alcool mais ils ont consommé plus de boissons à plus forte teneur d'alcool."(1). Cette importante consommation d'alcool crée divers problèmes sociaux: pertes en temps travaillé, enfants maltraités, violence (physique ou psychique) conjugale... Il est déjà démontré que parmi les cas d'enfants placés en foyer de protection sociale, la majorité avaient un ou deux parents alcooliques. Ces diverses conséquences d'un comportement alcoolique coûtent cher tant en perte directe (heures de travail perdues, bris de matériel, voitures endommagées) qu'en traitements médicaux et/ou psychologiques pour l'alcoolique et son entourage. Ces coûts nous permettent d'affirmer qu'actuellement notre société reconnaît ces comportements comme négatifs et cherche à les éliminer. D'une part, les médias d'information valorisent socialement l'usage de l'alcool et ses effets bénéfiques (publicité de vente), d'autre part, les hôpitaux et les divers services d'aide psycho-sociaux connaissent quotidiennement des problèmes liés aux individus abusant de l'alcool. Cette ambiguïté dans l'usage de l'alcool et dans les valeurs qui lui sont attribués est actuellement le contexte social de l'émergence du comportement alcoolique. Notre propos n'est pas de nous intéresser de façon générale au phénomène de l'usage de l'alcool mais de tenter de cerner les conditions de l'émergence d'un comportement alcoolique. Toutefois cette émergence est liée à l'usage de l'alcool de façon générale. Mon expérience de travail au Service Social de l'hôpital St-Luc de Montréal, m'amène à traiter de ce sujet. Je suis, par ce travail, en contact depuis sept ans avec des alcooliques qui requièrent des traitements médicaux. Au cours de cette période, diverses interrogations ont surgi tant sur la connaissance de cette problématique que sur le mode d'intervention et la recherche d'une certaine adéquation entre ces deux composantes. Nous tenterons par la présente recherche de répondre ou argumenter ces interrogations et certaines intuitions. Nos interrogations portent surtout sur l'abstinence et ses conditions dans le contexte de la maladie (cirrhose du foie). Le postulat généralement admis est que pour l'alcoolique cirrhotique, la première médication serait l'arrêt total de l'ingestion d'alcool quel que soit le degré de détérioration physique, psychologique et social de la personne. Ayant une valeur de vie ou de mort pour l'alcoolique cirrhotique, ce postulat demeure applicable pour tout individu alcoolique: la seule solution est l'abstinence totale. Notre but est donc de cerner ce qu'est la "réhabilitation" d'un alcoolique et tenter d'évaluer son "bonheur". Ainsi, il est communément admis au sein des Alcooliques Anonymes que certains membres sont des alcooliques "secs"; ils ne consomment plus mais ils n'ont rien changé à leur mode de vie et ont ainsi, le caractère aigri et des réactions émotives incongrues. Pourtant, ces individus n'ont plus de problème d'alcool... Nous voulons donc davantage comprendre l'abstinence et ses conditions. Nous ne pouvons par ailleurs nous dissocier de notre rôle d'intervenant social auprès d'alcooliques. Ce rôle nous a permis d'entrer en contact avec ces individus et ainsi d'en posséder une connaissance plus relationnelle que théorique. Cette connaissance nous permettra d'aborder le sujet avec beaucoup de réalisme. Comme c'est bien souvent le cas dans l'intervention psycho-sociale, la définition du problème n'est pas toujours structurée. L'intervention est le plus souvent intuitive et se fixe pour objectifs ceux que le client poursuit. Cette condition de la pratique généralement admise et exercée limite ou du moins, ne favorise pas toutes les remises en question de l'intervention, de même que les réflexions sur la définition du problème. La situation se complique davantage lorsque la problématique, comme c'est la situation pour l'alcool, relève en même temps de plusieurs disciplines. (1) Bien-être Social Canada, Statistiques concernant l'alcool., p. 3

Adesão dos enfermeiros à notificação de eventos nos serviços de internamento e unidades de cuidados intensivos de um hospital central

Introdução: A notificação de eventos tornou-se um importante instrumento para a melhoria da qualidade no sistema de saúde. Partilhar a ocorrência de eventos na área dos cuidados de saúde é fundamental para a implementação de mecanismos de prevenção que aumentem a segurança do doente. Objetivo: Conhecer a adesão dos enfermeiros à notificação de eventos nos serviços de internamento e unidades de cuidados intensivos de um hospital central. Metodologia: Estudo exploratório descritivo, com abordagem quantitativa. Resultados: Relativamente aos eventos em que o dano é trágico, a grande maioria das vezes são notificados. Em relação à queda, todos os profissionais com quem ocorreu este evento, notificaram. Os enfermeiros apontam como principais barreiras à notificação de eventos: o esquecimento decorrente do excesso de trabalho; a evolução do evento tornar desnecessária a notificação e a aplicação informática para notificação ser complicada, não ser intuitiva. Conclusões: Após a recolha de dados verificamos, que quando ocorrem eventos, os enfermeiros notificam-nos poucas vezes. Os resultados obtidos apontam algumas orientações para a melhoria da cultura de segurança na instituição, ressalvando-se a necessidade de formação na área da segurança e da notificação antes de o evento acontecer.

Teaching Sight-Reading to Undergraduate Choral Ensemble Singers: Lessons from Successful Learners

This study was designed to investigate professional choral singers’ training, perceptions on the importance of sight-reading skill in their work, and thoughts on effective pedagogy for teaching sight-reading to undergraduate choral ensemble singers. Participants in this study (N=48) included self-selected professional singers and choral conductors from the Summer 2015 Oregon Bach Festival’s Berwick Chorus and conducting Master Class. Data were gathered from questionnaire responses and audio recorded focus group sessions. Focus group data showed that the majority of participants developed proficiency in their sight-reading skills from instrumental study, aural skills classes, and through on-the-job training at a church job or other professional choral singing employment. While participants brought up a number of important job skills, sightreading was listed as perhaps the single most important skill that a professional choral singer could develop. When reading music during the rehearsal process, the data revealed two main strategies that professional singers used to interpret the pitches in their musical line: an intervallic approach and a harmonic approach. Participants marked their scores systematically to identify problem spots and leave reminders to aid with future readings, such as marking intervals, solfege syllables, or rhythmic counts. Participants reported using a variety of skills other than score marking to try to accurately find their pitches, such as looking at other vocal or instrumental lines, looking ahead, and using knowledge about a musical style or time period to make more intuitive “guesses” when sight-reading. Participants described using additional approaches when sight-reading in an audition situation, including scanning for anchors or anomalies and positive self-talk. Singers learned these sight-reading techniques from a variety of sources. Participants had many different ideas about how best to teach sight-reading in the undergraduate choral ensemble rehearsal. The top response was that sight-reading needed to be practiced consistently in order for students to improve. Other responses included developing personal accountability, empowering students, combining different teaching methods, and discussing real-life applications of becoming strong sight-readers. There was discussion about the ultimate purpose of choir at the university level and whether it is to teach musicianship skills or produce excellent performances.

A Standardized Classification for Subdural Hematomas- I

Subdural hematomas are a frequent and highly heterogeneous traumatic disorder, with significant clinical and socioeconomic consequences. In clinical and medicolegal practice, subdural hematomas are classified according to its apparent age, which significantly influences its intrinsic pathogenic behavior, forensic implications, clinical management, and outcome. Although practical, this empirical classification is somewhat arbitrary and scarcely informative, considering the remarkable heterogeneity of this entity. The current research project aims at implementing a comprehensive multifactorial classification of subdural hematomas, allowing a more standardized and coherent assessment and management of this condition. This new method of classification of subdural hematomas takes into account its intrinsic and extrinsic features, using imaging data and histopathological elements, to provide an easily apprehensible and intuitive nomenclature. The proposed classification unifies and organizes all relevant details concerning subdural hematomas, hopefully improving surgical care and forensic systematization.

Data Reduction in Intrusion Alert Correlation

Network intrusion detection sensors are usually built around low level models of network traffic. This means that their output is of a similarly low level and as a consequence, is difficult to analyze. Intrusion alert correlation is the task of automating some of this analysis by grouping related alerts together. Attack graphs provide an intuitive model for such analysis. Unfortunately alert flooding attacks can still cause a loss of service on sensors, and when performing attack graph correlation, there can be a large number of extraneous alerts included in the output graph. This obscures the fine structure of genuine attacks and makes them more difficult for human operators to discern. This paper explores modified correlation algorithms which attempt to minimize the impact of this attack.

Some parameters that affect CDMA capacity analysis. Results using GIS based simulation

In previous papers we describe a model for capacity analysis in CDMA systems using DC-Cell, a GIS based planning tool developed at Universidad Politecnica de Valencia, and MATLAB. We show some initial results of that model, and now, we are exploring different parameters like cell size, proximity between cells, number of cells in the system and “clustering” CDMA in order to improve the planning process for third generation systems. In this paper we show the results for variations of some of these parameters, specifically the cell size and number of cells. In CDMA systems is quite common to suppose only one carrier frequency for capacity estimation, and it is intuitive to think that for more base stations, mean more users. However the multiple access interference problem in CDMA systems could establish a limit for that supposition in a similar way that occurs in FDMA and TDMA systems.

IVIS: Search and visualization on heterogeneous information networks

We build a system to support search and visualization on heterogeneous information networks. We first build our system on a specialized heterogeneous information network: DBLP. The system aims to facilitate people, especially computer science researchers, toward a better understanding and user experience about academic information networks. Then we extend our system to the Web. Our results are much more intuitive and knowledgeable than the simple top-k blue links from traditional search engines, and bring more meaningful structural results with correlated entities. We also investigate the ranking algorithm, and we show that the personalized PageRank and proposed Hetero-personalized PageRank outperform the TF-IDF ranking or mixture of TF-IDF and authority ranking. Our work opens several directions for future research.

Incomplete information games of conflict and collective action

My thesis consists of three essays that investigate strategic interactions between individuals engaging in risky collective action in uncertain environments. The first essay analyzes a broad class of incomplete information coordination games with a wide range of applications in economics and politics. The second essay draws from the general model developed in the first essay to study decisions by individuals of whether to engage in protest/revolution/coup/strike. The final essay explicitly integrates state response to the analysis. The first essay, Coordination Games with Strategic Delegation of Pivotality, exhaustively analyzes a class of binary action, two-player coordination games in which players receive stochastic payoffs only if both players take a ``stochastic-coordination action''. Players receive conditionally-independent noisy private signals about the normally distributed stochastic payoffs. With this structure, each player can exploit the information contained in the other player's action only when he takes the “pivotalizing action”. This feature has two consequences: (1) When the fear of miscoordination is not too large, in order to utilize the other player's information, each player takes the “pivotalizing action” more often than he would based solely on his private information, and (2) best responses feature both strategic complementarities and strategic substitutes, implying that the game is not supermodular nor a typical global game. This class of games has applications in a wide range of economic and political phenomena, including war and peace, protest/revolution/coup/ strike, interest groups lobbying, international trade, and adoption of a new technology. My second essay, Collective Action with Uncertain Payoffs, studies the decision problem of citizens who must decide whether to submit to the status quo or mount a revolution. If they coordinate, they can overthrow the status quo. Otherwise, the status quo is preserved and participants in a failed revolution are punished. Citizens face two types of uncertainty. (a) non-strategic: they are uncertain about the relative payoffs of the status quo and revolution, (b) strategic: they are uncertain about each other's assessments of the relative payoff. I draw on the existing literature and historical evidence to argue that the uncertainty in the payoffs of status quo and revolution is intrinsic in politics. Several counter-intuitive findings emerge: (1) Better communication between citizens can lower the likelihood of revolution. In fact, when the punishment for failed protest is not too harsh and citizens' private knowledge is accurate, then further communication reduces incentives to revolt. (2) Increasing strategic uncertainty can increase the likelihood of revolution attempts, and even the likelihood of successful revolution. In particular, revolt may be more likely when citizens privately obtain information than when they receive information from a common media source. (3) Two dilemmas arise concerning the intensity and frequency of punishment (repression), and the frequency of protest. Punishment Dilemma 1: harsher punishments may increase the probability that punishment is materialized. That is, as the state increases the punishment for dissent, it might also have to punish more dissidents. It is only when the punishment is sufficiently harsh, that harsher punishment reduces the frequency of its application. Punishment Dilemma 1 leads to Punishment Dilemma 2: the frequencies of repression and protest can be positively or negatively correlated depending on the intensity of repression. My third essay, The Repression Puzzle, investigates the relationship between the intensity of grievances and the likelihood of repression. First, I make the observation that the occurrence of state repression is a puzzle. If repression is to succeed, dissidents should not rebel. If it is to fail, the state should concede in order to save the costs of unsuccessful repression. I then propose an explanation for the “repression puzzle” that hinges on information asymmetries between the state and dissidents about the costs of repression to the state, and hence the likelihood of its application by the state. I present a formal model that combines the insights of grievance-based and political process theories to investigate the consequences of this information asymmetry for the dissidents' contentious actions and for the relationship between the magnitude of grievances (formulated here as the extent of inequality) and the likelihood of repression. The main contribution of the paper is to show that this relationship is non-monotone. That is, as the magnitude of grievances increases, the likelihood of repression might decrease. I investigate the relationship between inequality and the likelihood of repression in all country-years from 1981 to 1999. To mitigate specification problem, I estimate the probability of repression using a generalized additive model with thin-plate splines (GAM-TPS). This technique allows for flexible relationship between inequality, the proxy for the costs of repression and revolutions (income per capita), and the likelihood of repression. The empirical evidence support my prediction that the relationship between the magnitude of grievances and the likelihood of repression is non-monotone.

Utilização de recurso digital (internet) e utilização de recurso analógico (manual escolar) no 1ºCEB : implicações no processo de ensino/aprendizagem

Relatório de Estágio apresentado à Escola Superior de Educação do Instituto Politécnico de Castelo Branco para cumprimento dos requisitos necessários à obtenção do grau de Mestre em Educação Pré-Escolar e Ensino do 1º Ciclo do Ensino Básico.

Téléopération d'un robot collaboratif par outil haptique

Ce projet de recherche, intitulé Téléopération d'un robot collaboratif par outil haptique traite un des problèmes contemporains de la robotique, à savoir la coopération entre l'humain et la machine. La robotique est en pleine expansion depuis maintenant deux décennies: les robots investissent de plus en plus l'industrie, les services ou encore l'assistance à la personne et se diversifient considérablement. Ces nouvelles tendances font sortir les robots des cages dans lesquelles ils étaient placés et ouvrent grand la porte vers de nouvelles applications. Parmi elles, la coopération et les interactions avec l'humain représentent une réelle opportunité pour soulager l'homme dans des tâches complexes, fastidieuses et répétitives. En parallèle de cela, la robotique moderne s'oriente vers un développement massif du domaine humanoïde. Effectivement, plusieurs expériences sociales ont montré que l'être humain, constamment en interaction avec les systèmes qui l'entourent, a plus de facilités à contribuer à la réalisation d'une tâche avec un robot d'apparence humaine plutôt qu'avec une machine. Le travail présenté dans ce projet de recherche s'intègre dans un contexte d'interaction homme-robot (IHR) qui repose sur la robotique humanoïde. Le système qui en découle doit permettre à un utilisateur d'interagir efficacement et de façon intuitive avec la machine, tout en respectant certains critères, notamment de sécurité. Par une mise en commun des compétences respectives de l'homme et du robot humanoïde, les interactions sont améliorées. En effet, le robot peut réaliser une grande quantité d'actions avec précision et sans se fatiguer, mais n'est pas nécessairement doté d'une prise de décision adaptée à la situation, contrairement à l'homme qui est capable d'ajuster son comportement naturellement ou en fonction de son expérience. En d'autres termes, ce système cherche à intégrer le savoir-faire et la capacité de réflexion humaine avec la robustesse, l'efficacité et la précision du robot. Dans le domaine de la robotique, le terme d'interaction intègre également la notion de contrôle. La grande majorité des robots reçoit des commandes machines qui sont généralement des consignes de trajectoire, qu'ils sont capables d'interpréter. Or, plusieurs interfaces de contrôle sont envisageables, notamment celles utilisant des outils haptiques, qui permettent à un utilisateur d'avoir un ressenti et une perception tactile. Ces outils comme tous ceux qui augmentent le degré de contrôle auprès de l'utilisateur, en ajoutant un volet sensoriel, sont parfaitement adaptés pour ce genre d'applications. Dans ce projet, deux outils haptiques sont assemblés puis intégrés à une interface de contrôle haptique dans le but de commander le bras d'un robot humanoïde. Ainsi, l'homme est capable de diriger le robot tout en ajustant ses commandes en fonction des informations en provenance des différents capteurs du robot, qui lui sont retranscrites visuellement ou sensoriellement.

Software para apoio à gestão de empresas recorrendo a Cloud Computing

Dissertação apresentada ao Instituto Politécnico de Castelo Branco para cumprimento dos requisitos necessários à obtenção do grau de Mestre em Desenvolvimento de Software e Sistemas Interativos, realizada sob a orientação científica do Doutor Fernando Reinaldo Silva Garcia Ribeiro e do Doutor José Carlos Meireles Monteiro Metrôlho, Professores Adjuntos da Unidade Técnico-Científica de Informática da Escola Superior de Tecnologia do Instituto Politécnico de Castelo Branco.

Desenvolvimento de plataforma digital para análise da satisfação dos utentes de unidades de saúde

Este documento descreve o trabalho realizado em conjunto com a empresa MedSUPPORT[1] no desenvolvimento de uma plataforma digital para análise da satisfação dos utentes de unidades de saúde. Atualmente a avaliação de satisfação junto dos seus clientes é um procedimento importante e que deve ser utilizado pelas empresas como mais uma ferramenta de avaliação dos seus produtos ou serviços. Para as unidades de saúde a avaliação da satisfação do utente é atualmente considerada como um objetivo fundamental dos serviços de saúde e tem vindo a ocupar um lugar progressivamente mais importante na avaliação da qualidade dos mesmos. Neste âmbito idealizou-se desenvolver uma plataforma digital para análise da satisfação dos utentes de unidades de saúde. O estudo inicial sobre o conceito da satisfação de consumidores e utentes permitiu consolidar os conceitos associados à temática em estudo. Conhecer as oito dimensões que, de acordo com os investigadores englobam a satisfação do utente é um dos pontos relevantes do estudo inicial. Para avaliar junto do utente a sua satisfação é necessário questiona-lo diretamente. Para efeito desenvolveu-se um inquérito de satisfação estudando cuidadosamente cada um dos elementos que deste fazem parte. No desenvolvimento do inquérito de satisfação foram seguidas as seguintes etapas: Planeamento do questionário, partindo das oito dimensões da satisfação do utente até às métricas que serão avaliadas junto do utente; Análise dos dados a recolher, definindo-se, para cada métrica, se os dados serão nominais, ordinais ou provenientes de escalas balanceadas; Por último a formulação das perguntas do inquérito de satisfação foi alvo de estudo cuidado para garantir que o utente percecione da melhor forma o objetivo da questão. A definição das especificações da plataforma e do questionário passou por diferentes estudos, entre eles uma análise de benchmarking[2], que permitiram definir que o inquérito iv estará localizado numa zona acessível da unidade de saúde, será respondido com recurso a um ecrã táctil (tablet) e que estará alojado na web. As aplicações web desenvolvidas atualmente apresentam um design apelativo e intuitivo. Foi fundamental levar a cabo um estudo do design da aplicação web, como garantia que as cores utilizadas, o tipo de letra, e o local onde a informação são os mais adequados. Para desenvolver a aplicação web foi utilizada a linguagem de programação Ruby, com recurso à framework Ruby on Rails. Para a implementação da aplicação foram estudadas as diferentes tecnologias disponíveis, com enfoque no estudo do sistema de gestão de base de dados a utilizar. O desenvolvimento da aplicação web teve também como objetivo melhorar a gestão da informação gerada pelas respostas ao inquérito de satisfação. O colaborador da MedSUPPORT é o responsável pela gestão da informação pelo que as suas necessidades foram atendidas. Um menu para a gestão da informação é disponibilizado ao administrador da aplicação, colaborador MedSUPPORT. O menu de gestão da informação permitirá uma análise simplificada do estado atual com recurso a um painel do tipo dashboard e, a fim de melhorar a análise interna dos dados terá uma função de exportação dos dados para folha de cálculo. Para validação do estudo efetuado foram realizados os testes de funcionamento à plataforma, tanto à sua funcionalidade como à sua utilização em contexto real pelos utentes inquiridos nas unidades de saúde. Os testes em contexto real objetivaram validar o conceito junto dos utentes inquiridos.