Towards Proactive Context-aware Computing and Systems

A primary goal of context-aware systems is delivering the right information at the right place and right time to users in order to enable them to make effective decisions and improve their quality of life. There are three key requirements for achieving this goal: determining what information is relevant, personalizing it based on the users’ context (location, preferences, behavioral history etc.), and delivering it to them in a timely manner without an explicit request from them. These requirements create a paradigm that we term as “Proactive Context-aware Computing”. Most of the existing context-aware systems fulfill only a subset of these requirements. Many of these systems focus only on personalization of the requested information based on users’ current context. Moreover, they are often designed for specific domains. In addition, most of the existing systems are reactive - the users request for some information and the system delivers it to them. These systems are not proactive i.e. they cannot anticipate users’ intent and behavior and act proactively without an explicit request from them. In order to overcome these limitations, we need to conduct a deeper analysis and enhance our understanding of context-aware systems that are generic, universal, proactive and applicable to a wide variety of domains. To support this dissertation, we explore several directions. Clearly the most significant sources of information about users today are smartphones. A large amount of users’ context can be acquired through them and they can be used as an effective means to deliver information to users. In addition, social media such as Facebook, Flickr and Foursquare provide a rich and powerful platform to mine users’ interests, preferences and behavioral history. We employ the ubiquity of smartphones and the wealth of information available from social media to address the challenge of building proactive context-aware systems. We have implemented and evaluated a few approaches, including some as part of the Rover framework, to achieve the paradigm of Proactive Context-aware Computing. Rover is a context-aware research platform which has been evolving for the last 6 years. Since location is one of the most important context for users, we have developed ‘Locus’, an indoor localization, tracking and navigation system for multi-story buildings. Other important dimensions of users’ context include the activities that they are engaged in. To this end, we have developed ‘SenseMe’, a system that leverages the smartphone and its multiple sensors in order to perform multidimensional context and activity recognition for users. As part of the ‘SenseMe’ project, we also conducted an exploratory study of privacy, trust, risks and other concerns of users with smart phone based personal sensing systems and applications. To determine what information would be relevant to users’ situations, we have developed ‘TellMe’ - a system that employs a new, flexible and scalable approach based on Natural Language Processing techniques to perform bootstrapped discovery and ranking of relevant information in context-aware systems. In order to personalize the relevant information, we have also developed an algorithm and system for mining a broad range of users’ preferences from their social network profiles and activities. For recommending new information to the users based on their past behavior and context history (such as visited locations, activities and time), we have developed a recommender system and approach for performing multi-dimensional collaborative recommendations using tensor factorization. For timely delivery of personalized and relevant information, it is essential to anticipate and predict users’ behavior. To this end, we have developed a unified infrastructure, within the Rover framework, and implemented several novel approaches and algorithms that employ various contextual features and state of the art machine learning techniques for building diverse behavioral models of users. Examples of generated models include classifying users’ semantic places and mobility states, predicting their availability for accepting calls on smartphones and inferring their device charging behavior. Finally, to enable proactivity in context-aware systems, we have also developed a planning framework based on HTN planning. Together, these works provide a major push in the direction of proactive context-aware computing.

Digital natives and digital immigrants : comparing the impact of online activities on their perception of social connectedness

Notificação da violência intrafamiliar contra crianças e adolescentes como exercício de poder e resistência

Estudos sobre notificação da violência intrafamiliar contra crianças e adolescentes têm suscitado, entre os profissionais, diversas abordagens e perspectivas de interpretação, mostrando a complexidade e amplitude desse fenômeno, tão presente na sociedade. Nesse estudo, apoiando-se em Foucault, defende-se a seguinte tese: O ato de implementação da notificação da violência constitui-se em exercício de poder do denunciante e um ato de resistência contra a sua manutenção. Como objetivo geral do estudo, buscou-se compreender o processo de notificação de violência intrafamiliar contra crianças e adolescentes, no Município do Rio Grande/RS; e como objetivos específicos: analisar as notificações realizadas entre janeiro de 2009 e maio de 2014, em uma instituição de proteção à crianças e adolescentes de Rio Grande/RS; conhecer como os profissionais da saúde tem se fortalecido e encorajado para proceder às notificações de violência contra crianças e adolescentes no Rio Grande/RS. O estudo foi desenvolvido em duas etapas, uma quantitativa, mediante pesquisa documental em 800 prontuários de um Centro de Referência Especializada em Assistência Social (CREAS) do Rio Grande, abertos entre janeiro de 2009 e maio de 2014, enfocando variáveis sociodemográficas das vítimas, agressores e a modalidade de violência e da notificação. Constata-se que o perfil prevalente foi de crianças e adolescentes brancas, do sexo feminino, com idades entre sete e 14 anos, residentes em bairros periféricos. A maioria dos agressores é do sexo masculino, com idades entre 20 e 40 anos, e baixo nível de escolaridade. Identificou-se também a mãe como a principal responsável pelas agressões, seguida do pai e padrasto. Houve o predomínio da violência sexual, física e psicológica. A maioria das notificações encaminhadas aos órgãos de proteção foi realizada pelos familiares, desencadeada, principalmente, pela evidência de sinais fisicos. A etapa qualitativa foi realizada através de entrevista semi-estruturada com profissionais de saúde que notificaram atos de violência. Realizou-se análise textual discursiva dos dados, emergindo duas categorias: Coragem da verdade fortalecida pelo conhecimento e Coragem da verdade: conhecimento de si e cuidado de si. Os profissionais de saúde adotaram a notificação como um exercício de poder frente ao agressor e uma forma de resistência e enfrentamento da violência. No exercício da sua liberdade, procederam a notificação, que se constitui em uma ação ética, especialmente porque se consideram profissionais comprometidos com o bem-estar e proteção de seus pacientes. Foram respeitados todos os procedimentos éticos, a partir da Resolução n. 466/2012.

Responsabilidade social das empresas: caso de estudo

Trabalho Final de Mestrado para obtenção do grau de Mestre em Engenharia Mecânica

A construção de um profissional docente sustentada numa prática articulada, ajustada e diversificada

Relatório de estágio apresentado à Escola Superior de Educação de Paula Frassinetti para obtenção do grau de Mestre em Educação Pré-Escolar e Ensino do 1º Ciclo do Ensino Básico.

Relatório de estágio de qualificação profissional

Relatório EPE - Relatório de estágio em Educação Pré-Escolar: O presente Relatório de Estágio de Qualificação Profissional situa-se no contexto de Educação Pré-Escolar, tendo como propósito revelar o que foi sendo realizado no Centro Social da Paróquia Nossa Senhora da Ajuda ao longo de quatro meses em contexto de creche. A prática educativa sustentou-se num quadro teórico-concetual de referência, com vista à construção de saberes para a Educação de Infância, pelo compromisso e responsabilização progressiva da ação docente, tendo sido encarado como um momento de singular importância. O contexto de formação assumiu-se, portanto, como um lugar privilegiado de articulação entre teoria e prática, onde o processo de ensino e aprendizagem ficou pautado por intencionalidades educativas com vista ao desenvolvimento integral de cada criança, bem como para a construção de saberes e competências profissionais. No âmbito da investigação-ação e associada à observação, à planificação, à avaliação e à ação propriamente dita, esteve sempre presente a comunicação e a articulação, pois são estas etapas interligadas que revelam a intencionalidade do processo educativo que carateriza a intervenção profissional do educador. A reflexão evidenciou-se também fulcral, pois só mediante uma reflexão na ação e sobre a ação é possível uma introspeção pessoal, despoletando uma compreensão mais sustentada da ação, facilitando a tomada de decisões conscientes. Salienta-se, ainda, a importância de uma formação profissional ao longo da vida, de modo a potenciar o desenvolvimento de uma atitude perante a Educação cada vez mais crítica, indagadora e reflexiva, em prol do desenvolvimento de cada criança.

Relatório de estágio de qualificação profissional

Relatório EPE - Relatório de estágio em Educação Pré-Escolar: O presente relatório surge no âmbito da Unidade Curricular de Prática Pedagógica Supervisionada na Educação Pré-Escolar, incluída no 2º ciclo de estudos, nomeadamente no Mestrado em Educação Pré-Escolar e Ensino do 1º Ciclo do Ensino Básico, lecionado na Escola Superior de Educação do Instituto Politécnico do Porto. Tem como finalidade refletir, de uma forma crítica, acerca das práticas pedagógicas desenvolvidas. Para que a estagiária pudesse desenvolver competências relacionadas com o saber agir em ação, foi fundamental partir de um quadro concetual rigoroso e adaptado ao nível educativo em questão. Neste sentido, revelou-se imprescindível adotar uma postura investigativa e reflexiva, que lhe permitisse adequar as ações a cada criança do grupo, tendo, desta forma, uma prática baseada na diferenciação pedagógica. Para desenvolver práticas baseadas nessa postura investigativa e reflexiva referida anteriormente, revelou-se crucial para a mestranda basear-se na metodologia de investigação-ação. Assim, houve, constantemente, momentos de observação, planificação, ação, avaliação e reflexão, que contribuíram para a construção de um perfil de desempenho profissional. Por fim, importa referir a perspetiva sócio construtivista da educação, a qual foi tida sempre em consideração ao longo do estágio. Esta é uma perspetiva que não está só relacionada com as práticas da formanda, mas privilegia, sobretudo, o desenvolvimento da criança, sendo que esta assume um papel ativo na construção dos seus próprios conhecimentos.

Relatório de estágio de qualificação profissional (educação pré-escolar)

Relatório EPE - Relatório de estágio em Educação Pré-Escolar: O presente relatório de estágio de qualificação profissional foi desenvolvido no âmbito da unidade curricular de Prática Pedagógica Supervisionada, integrada no Mestrado em Educação Pré-Escolar e Ensino do 1.º Ciclo do Ensino Básico. Este trabalho foi reflexo de um percurso de formação profissional, pautado por uma constante análise reflexiva, realizado em contexto de educação pré-escolar. Os conteúdos abordados nas aulas desta unidade curricular bem como o estágio desenvolvido, permitiram ter um conhecimento mais aprofundado deste contexto e desenvolver e construir saberes profissionais adequados a este nível de ensino. Assim, este relatório evidencia as competências desenvolvidas pela estagiária, nomeadamente: a mobilização de saberes adquiridos nas diversas unidades curriculares do curso; o saber pensar e agir nos contextos educativos; a atitude profissional reflexiva e investigativa; a problematização das exigências inerentes à prática profissional; e a coconstrução de saberes profissionais e a cooperação entre diferentes intervenientes do contexto educativo (adaptado Ribeiro, 2013). O caminho percorrido pela mestranda teve por base a metodologia de investigação-ação: observação, planificação, ação e reflexão. Estas etapas foram fundamentais para a construção de planificações, que fossem ao encontro das exigências da realidade e das necessidades e interesses evidenciadas pelo grupo. As reflexões críticas realizadas com o par, com a educadora cooperante e com o supervisor revelaram-se fundamentais, pois permitiu desenvolver competências essenciais para a futura profissão.

Neural representations of social and non-social uncertainty in human decision making

The social landscape is filled with an intricate web of species-specific desired objects and course of actions. Humans are highly social animals and, as they navigate this landscape, they need to produce adapted decision-making behaviour. Traditionally social and non-social neural mechanisms affecting choice have been investigated using different approaches. Recently, in an effort to unite these findings, two main theories have been proposed to explain how the brain might encode social and non-social motivational decision-making: the extended common currency and the social valuation specific schema (Ruff & Fehr 2014). One way to test these theories is to directly compare neural activity related to social and non-social decision outcomes within the same experimental setting. Here we address this issue by focusing on the neural substrates of social and non-social forms of uncertainty. Using functional magnetic resonance imaging (fMRI) we directly compared the neural representations of reward and risk prediction and errors (RePE and RiPE) in social and non- social situations using gambling games. We used a trust betting game to vary uncertainty along a social dimension (trustworthiness), and a card game (Preuschoff et al. 2006) to vary uncertainty along a non-social dimension (pure risk). The trust game was designed to maintain the same structure of the card game. In a first study, we exposed a divide between subcortical and cortical regions when comparing the way these regions process social and non-social forms of uncertainty during outcome anticipation. Activity in subcortical regions reflected social and non-social RePE, while activity in cortical regions correlated with social RePE and non-social RiPE. The second study focused on outcome delivery and integrated the concept of RiPE in non-social settings with that of fairness and monetary utility maximisation in social settings. In particular these results corroborate recent models of anterior insula function (Singer et al. 2009; Seth 2013), and expose a possible neural mechanism that weights fairness and uncertainty but not monetary utility. The third study focused on functionally defined regions of the early visual cortex (V1) showing how activity in these areas, traditionally considered only visual, might reflect motivational prediction errors in addition to known perceptual prediction mechanisms (den Ouden et al 2012). On the whole, while our results do not support unilaterally one or the other theory modeling the underlying neural dynamics of social and non-social forms of decision making, they provide a working framework where both general mechanisms might coexist.

Neuropsychiatric disease (NPD) clustering in families with Autism Spectrum Disorder (ASD): genetic, epigenetic and environmental issues

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by deficits in social communication/interaction and by unusual repetitive and restricted behaviors and interests. ASD often co-occurs in the same families with other neuropsychiatric diseases (NPD), such as intellectual disability, schizophrenia, epilepsy, depression and attention deficit hyperactivity disorder. Genetic factors have an important role in ASD etiology. Multiple copy number variants (CNVs) and single nucleotide variants (SNVs) in candidate genes have been associated with an increased risk to develop ASD. Nevertheless, recent heritability estimates and the high genotypic and phenotypic heterogeneity characteristic of ASD indicate a role of environmental and epigenetic factors, such as long noncoding RNA (lncRNA) and microRNA (miRNA), as modulators of genetic expression and further clinical presentation. Both miRNA and lncRNA are functional RNA molecules that are transcribed from DNA but not translated into proteins, instead they act as powerful regulators of gene expression. While miRNA are small noncoding RNAs with 22-25 nucleotides in length that act at the post-transcriptional level of gene expression, the lncRNA are bigger molecules (>200 nucleotides in length) that are capped, spliced, and polyadenylated, similar to messenger RNA. Although few lncRNA were well characterized until date, there is a great evidence that they are implicated in several levels of gene expression (transcription/post-transcription/post-translation, organization of protein complexes, cell– cell signaling as well as recombination) as shown in figure 1.

New ethnicities online: reflexive racialisation and the internet

In this article we analyse the emergence of Internet activity addressing the experiences of young people in two British communities: South Asian and Chinese.We focus on two web sites: www.barficulture.com and www.britishbornchinese.org.uk, drawing on interviews with site editors, content analysis of the discussion forums, and E-mail exchanges with site users. Our analysis of these two web sites shows how collective identities still matter, being redefined rather than erased by online interaction. We understand the site content through the notion of reflexive racialisation. We use this term to modify the stress given to individualisation in accounts of reflexive modernisation. In addition we question the allocation of racialised meaning from above implied by the concept of racialisation. Internet discussion forums can act as witnesses to social inequalities and through sharing experiences of racism and marginalisation, an oppositional social perspective may develop. The online exchanges have had offline consequences: social gatherings, charitable donations and campaigns against adverse media representations. These web sites have begun to change the terms of engagement between these ethnic groups and the wider society,and they have considerable potential to develop new forms of social action.

Responsabilidade social empresarial: uma avaliação do projeto "Escola de Informática e Cidadania" da Mineradora "Y" situada no Estado do Pará

The subject Responsibility Enterprise Social (RSE) is relatively recent in the half national academic and the world of the management businesses as practical. For the lack of socialization of experiences and clarity of concepts, shunting lines in the agreement of the subject and the conduction of the interventions occur. It was looked to inquire, in this research, the development of the project of Social Responsibility Enterprise ―School of Computer science and Citizenship‖ of a situated company in the State of Pará, objectifying to evaluate it and later to understand it. For this, one searched to describe the characteristics and structure of the School, to identify to the lines and lines of direction adopted for this Project and to identify to the influence and results of the same in the life of pupils, professors and egresses of the School. It is characterized for a study of case with qualitative boarding of descriptive character, carried through interviews structuralized in a sample of 21 divided members of the School between professors, pupils and egresses. It was used of the analysis of categorical content, having as axle for the interpretation of the data the Social Responsibility, the Digital Inclusion and the Education. The gotten results inform that the infrastructure has challenges to face, point disparities between the conception and practical of the categories characterized in the Politician-Pedagogical Project of the EIC and the influence that, exactly under limits, the life of the professors, pupils reaches and egress. One evidenced that Social action for damages of this company when come back toward this project, they had not been evidenced. For this prism, these actions had only remained in the assistencialist speech and not structural, being thus, the company is not fulfilling its paper of transforming element of the reality of its clientele and the population that lives in it s around

Social and environmental determinants, household food insecurity

Food security is defined as a situation that exists when “all people, at all times, have physical and economic access to sufficient, safe and nutritious food to maintain a healthy and active life. It is a multilevel concept, which includes four main dimensions: availability related to food supply; accessibility in order to ensure the physical and economic access to food; adequacy to meet nutritional needs in quantity and quality while respecting individual food preferences and cultural issues (utilization); and, lastly, stability of the guarantee of food security over time. According to the food security definition, it is abroad concept where all these dimensions are largely affected by a considerable number of factors related to: public policies of different sectors, food production/industry/distribution food systems, marketing and advertising of food, social support networks and individual determinants related to food choice behaviour.

Action and perception: Neural indices of learning in infants

Early human development offers a unique perspective in investigating the potential cognitive and social implications of action and perception. Specifically, during infancy, action production and action perception undergo foundational developments. One essential component to examine developments in action processing is the analysis of others’ actions as meaningful and goal-directed. Little research, however, has examined the underlying neural systems that may be associated with emerging action and perception abilities, and infants’ learning of goal-directed actions. The current study examines the mu rhythm—a brain oscillation found in the electroencephalogram (EEG)—that has been associated with action and perception. Specifically, the present work investigates whether the mu signal is related to 9-month-olds’ learning of a novel goal-directed means-end task. The findings of this study demonstrate a relation between variations in mu rhythm activity and infants’ ability to learn a novel goal-directed means-end action task (compared to a visual pattern learning task used as a comparison task). Additionally, we examined the relations between standardized assessments of early motor competence, infants’ ability to learn a novel goal-directed task, and mu rhythm activity. We found that: 1a) mu rhythm activity during observation of a grasp uniquely predicted infants’ learning on the cane training task, 1b) mu rhythm activity during observation and execution of a grasp did not uniquely predict infants’ learning on the visual pattern learning task (comparison learning task), 2) infants’ motor competence did not predict infants’ learning on the cane training task, 3) mu rhythm activity during observation and execution was not related to infants’ measure of motor competence, and 4) mu rhythm activity did not predict infants’ learning on the cane task above and beyond infants’ motor competence. The results from this study demonstrate that mu rhythm activity is a sensitive measure to detect individual differences in infants’ action and perception abilities, specifically their learning of a novel goal-directed action.