Pattern operators for grid

The definition and programming of distributed applications has become a major research issue due to the increasing availability of (large scale) distributed platforms and the requirements posed by the economical globalization. However, such a task requires a huge effort due to the complexity of the distributed environments: large amount of users may communicate and share information across different authority domains; moreover, the “execution environment” or “computations” are dynamic since the number of users and the computational infrastructure change in time. Grid environments, in particular, promise to be an answer to deal with such complexity, by providing high performance execution support to large amount of users, and resource sharing across different organizations. Nevertheless, programming in Grid environments is still a difficult task. There is a lack of high level programming paradigms and support tools that may guide the application developer and allow reusability of state-of-the-art solutions. Specifically, the main goal of the work presented in this thesis is to contribute to the simplification of the development cycle of applications for Grid environments by bringing structure and flexibility to three stages of that cycle through a commonmodel. The stages are: the design phase, the execution phase, and the reconfiguration phase. The common model is based on the manipulation of patterns through pattern operators, and the division of both patterns and operators into two categories, namely structural and behavioural. Moreover, both structural and behavioural patterns are first class entities at each of the aforesaid stages. At the design phase, patterns can be manipulated like other first class entities such as components. This allows a more structured way to build applications by reusing and composing state-of-the-art patterns. At the execution phase, patterns are units of execution control: it is possible, for example, to start or stop and to resume the execution of a pattern as a single entity. At the reconfiguration phase, patterns can also be manipulated as single entities with the additional advantage that it is possible to perform a structural reconfiguration while keeping some of the behavioural constraints, and vice-versa. For example, it is possible to replace a behavioural pattern, which was applied to some structural pattern, with another behavioural pattern. In this thesis, besides the proposal of the methodology for distributed application development, as sketched above, a definition of a relevant set of pattern operators was made. The methodology and the expressivity of the pattern operators were assessed through the development of several representative distributed applications. To support this validation, a prototype was designed and implemented, encompassing some relevant patterns and a significant part of the patterns operators defined. This prototype was based in the Triana environment; Triana supports the development and deployment of distributed applications in the Grid through a dataflow-based programming model. Additionally, this thesis also presents the analysis of a mapping of some operators for execution control onto the Distributed Resource Management Application API (DRMAA). This assessment confirmed the suitability of the proposed model, as well as the generality and flexibility of the defined pattern operators

Automatic learning for the classification of chemical reactions and in statistical thermodynamics

This Thesis describes the application of automatic learning methods for a) the classification of organic and metabolic reactions, and b) the mapping of Potential Energy Surfaces(PES). The classification of reactions was approached with two distinct methodologies: a representation of chemical reactions based on NMR data, and a representation of chemical reactions from the reaction equation based on the physico-chemical and topological features of chemical bonds. NMR-based classification of photochemical and enzymatic reactions. Photochemical and metabolic reactions were classified by Kohonen Self-Organizing Maps (Kohonen SOMs) and Random Forests (RFs) taking as input the difference between the 1H NMR spectra of the products and the reactants. The development of such a representation can be applied in automatic analysis of changes in the 1H NMR spectrum of a mixture and their interpretation in terms of the chemical reactions taking place. Examples of possible applications are the monitoring of reaction processes, evaluation of the stability of chemicals, or even the interpretation of metabonomic data. A Kohonen SOM trained with a data set of metabolic reactions catalysed by transferases was able to correctly classify 75% of an independent test set in terms of the EC number subclass. Random Forests improved the correct predictions to 79%. With photochemical reactions classified into 7 groups, an independent test set was classified with 86-93% accuracy. The data set of photochemical reactions was also used to simulate mixtures with two reactions occurring simultaneously. Kohonen SOMs and Feed-Forward Neural Networks (FFNNs) were trained to classify the reactions occurring in a mixture based on the 1H NMR spectra of the products and reactants. Kohonen SOMs allowed the correct assignment of 53-63% of the mixtures (in a test set). Counter-Propagation Neural Networks (CPNNs) gave origin to similar results. The use of supervised learning techniques allowed an improvement in the results. They were improved to 77% of correct assignments when an ensemble of ten FFNNs were used and to 80% when Random Forests were used. This study was performed with NMR data simulated from the molecular structure by the SPINUS program. In the design of one test set, simulated data was combined with experimental data. The results support the proposal of linking databases of chemical reactions to experimental or simulated NMR data for automatic classification of reactions and mixtures of reactions. Genome-scale classification of enzymatic reactions from their reaction equation. The MOLMAP descriptor relies on a Kohonen SOM that defines types of bonds on the basis of their physico-chemical and topological properties. The MOLMAP descriptor of a molecule represents the types of bonds available in that molecule. The MOLMAP descriptor of a reaction is defined as the difference between the MOLMAPs of the products and the reactants, and numerically encodes the pattern of bonds that are broken, changed, and made during a chemical reaction. The automatic perception of chemical similarities between metabolic reactions is required for a variety of applications ranging from the computer validation of classification systems, genome-scale reconstruction (or comparison) of metabolic pathways, to the classification of enzymatic mechanisms. Catalytic functions of proteins are generally described by the EC numbers that are simultaneously employed as identifiers of reactions, enzymes, and enzyme genes, thus linking metabolic and genomic information. Different methods should be available to automatically compare metabolic reactions and for the automatic assignment of EC numbers to reactions still not officially classified. In this study, the genome-scale data set of enzymatic reactions available in the KEGG database was encoded by the MOLMAP descriptors, and was submitted to Kohonen SOMs to compare the resulting map with the official EC number classification, to explore the possibility of predicting EC numbers from the reaction equation, and to assess the internal consistency of the EC classification at the class level. A general agreement with the EC classification was observed, i.e. a relationship between the similarity of MOLMAPs and the similarity of EC numbers. At the same time, MOLMAPs were able to discriminate between EC sub-subclasses. EC numbers could be assigned at the class, subclass, and sub-subclass levels with accuracies up to 92%, 80%, and 70% for independent test sets. The correspondence between chemical similarity of metabolic reactions and their MOLMAP descriptors was applied to the identification of a number of reactions mapped into the same neuron but belonging to different EC classes, which demonstrated the ability of the MOLMAP/SOM approach to verify the internal consistency of classifications in databases of metabolic reactions. RFs were also used to assign the four levels of the EC hierarchy from the reaction equation. EC numbers were correctly assigned in 95%, 90%, 85% and 86% of the cases (for independent test sets) at the class, subclass, sub-subclass and full EC number level,respectively. Experiments for the classification of reactions from the main reactants and products were performed with RFs - EC numbers were assigned at the class, subclass and sub-subclass level with accuracies of 78%, 74% and 63%, respectively. In the course of the experiments with metabolic reactions we suggested that the MOLMAP / SOM concept could be extended to the representation of other levels of metabolic information such as metabolic pathways. Following the MOLMAP idea, the pattern of neurons activated by the reactions of a metabolic pathway is a representation of the reactions involved in that pathway - a descriptor of the metabolic pathway. This reasoning enabled the comparison of different pathways, the automatic classification of pathways, and a classification of organisms based on their biochemical machinery. The three levels of classification (from bonds to metabolic pathways) allowed to map and perceive chemical similarities between metabolic pathways even for pathways of different types of metabolism and pathways that do not share similarities in terms of EC numbers. Mapping of PES by neural networks (NNs). In a first series of experiments, ensembles of Feed-Forward NNs (EnsFFNNs) and Associative Neural Networks (ASNNs) were trained to reproduce PES represented by the Lennard-Jones (LJ) analytical potential function. The accuracy of the method was assessed by comparing the results of molecular dynamics simulations (thermal, structural, and dynamic properties) obtained from the NNs-PES and from the LJ function. The results indicated that for LJ-type potentials, NNs can be trained to generate accurate PES to be used in molecular simulations. EnsFFNNs and ASNNs gave better results than single FFNNs. A remarkable ability of the NNs models to interpolate between distant curves and accurately reproduce potentials to be used in molecular simulations is shown. The purpose of the first study was to systematically analyse the accuracy of different NNs. Our main motivation, however, is reflected in the next study: the mapping of multidimensional PES by NNs to simulate, by Molecular Dynamics or Monte Carlo, the adsorption and self-assembly of solvated organic molecules on noble-metal electrodes. Indeed, for such complex and heterogeneous systems the development of suitable analytical functions that fit quantum mechanical interaction energies is a non-trivial or even impossible task. The data consisted of energy values, from Density Functional Theory (DFT) calculations, at different distances, for several molecular orientations and three electrode adsorption sites. The results indicate that NNs require a data set large enough to cover well the diversity of possible interaction sites, distances, and orientations. NNs trained with such data sets can perform equally well or even better than analytical functions. Therefore, they can be used in molecular simulations, particularly for the ethanol/Au (111) interface which is the case studied in the present Thesis. Once properly trained, the networks are able to produce, as output, any required number of energy points for accurate interpolations.

A pattern language for parallelizing irregular algorithms

Dissertação apresentada na Faculdade de Ciências e Tecnologia da Universidade Nova de Lisboa para obtenção do grau de Mestre em Engenharia Informática

Stratigraphic interpretation of Well-Log data of the Athabasca Oil Sands of Alberta Canada through Pattern recognition and Artificial Intelligence

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Cognitive assessment of topological movement Patterns and direction turns: An influence of scale

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Spatial point pattern analysis of gorilla nest sites in the Kagwene Sanctuary, Cameroon: Towards understanding the nesting behavior of a critically endangered subspecies

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Effects of Spatial Pattern of GreenSpace on Land Surface Temperature: A case study on Oasis City Aksu, northwest China

Dissertation submitted in partial fulfillment of the requirements for the Degree of Master of Science in Geospatial Technologies.

Aconselhamento médico na prevenção da doença e promoção da saúde : análise a propósito do consumo de tabaco

RESUMO - O consumo de tabaco foi responsável por 100 milhões de mortes no século XX. Apesar dos grandes avanços alcançados no controlo deste problema a nível mundial, sob os auspícios da OMS, no contexto da Convenção-Quadro para o Controlo do Tabaco da OMS, se não forem adoptadas medidas consistentes e efectivas de saúde pública, a morbi-mortalidade que lhe está associada continuará a aumentar durante o presente século. A promoção da cessação tabágica constitui a estratégia populacional que permitirá obter ganhos em saúde a mais curto prazo. Embora a larga maioria dos fumadores faça, ao longo da vida, várias tentativas para parar de fumar sem apoio, apenas uma pequena minoria consegue manter-se abstinente a longo prazo. Os médicos de Medicina Geral e Familiar são, de entre todos os profissionais de saúde, os que podem intervir de modo mais consistente e efectivo neste âmbito e que melhores resultados obtêm na cessação tabágica dos pacientes fumadores, dado o vínculo terapêutico e a interacção frequente e continuada que com eles estabelecem ao longo do seu ciclo de vida. O aconselhamento breve, tendo por base a adopção de um estilo de comunicação motivacional centrado no paciente, adaptado aos estádios de mudança comportamental, tem-se revelado efectivo no apoio à mudança de comportamentos relacionados com a saúde e à resolução da ambivalência que caracteriza este processo. A revisão de literatura evidenciou o facto de os médicos nem sempre intervirem nas áreas preventivas e de promoção da saúde, em particular na área da cessação tabágica, com o investimento e a continuidade desejáveis. Por outro lado, muitos pacientes fumadores referem nunca ter sido aconselhados pelo seu médico a deixar de fumar.. Não são conhecidos estudos de âmbito nacional que permitam conhecer esta realidade, bem como os factores associados às melhores práticas de intervenção ou as barreiras sentidas pelos médicos de MGF à actuação nesta área. O presente trabalho teve como objectivos: (i) avaliar a hipótese de que os médicos que disseram adoptar o método clínico centrado no paciente teriam atitudes mais favoráveis relativamente à cessação tabágica e uma maior probabilidade de aconselhar os seus pacientes a parar de fumar; (ii) estudar a relação entre as atitudes, a percepção de auto-eficácia, a expectativa de efectividade e as práticas de aconselhamento sobre cessação tabágica, auto-referidas pelos médicos; (iii) Identificar as variáveis preditivas da adopção de intervenções breves de aconselhamento adaptadas ao estádio de mudança comportamental dos pacientes fumadores; (iv) identificar as barreiras e os incentivos à adopção de boas práticas de aconselhamento nesta área. A população de estudo foi constituída pelo total de médicos de medicina geral e familiar inscritos na Associação Portuguesa de Médicos de Clínica Geral, residentes em Portugal. Para recolha de informação, foi utilizado um questionário de resposta anónima, de autopreenchimento, aplicado por via postal a 2942 médicos, em duas séries de envio. O questionário integrou perguntas fechadas, semifechadas, escalas de tipo Likert e escalas de tipo visual analógico. Para avaliação da adopção do método clínico centrado no paciente, foi usada a Patient Practitioner Orientation Scale (PPOS). O tratamento estatístico dos dados foi efectuado com o Programa PASW Statistics (ex-SPSS), versão 18. Foram utilizados: o índice de α de Cronbach, diversos testes não paramétricos e a análise de regressão logística binária. Foi obtida uma taxa de resposta de 22,4%. Foram analisadas 639 respostas (67,4% de mulheres e 32,6% de homens). Referiram ser fumadores 23% dos homens e 14% das mulheres. Foi identificada uma grande carência formativa em cessação tabágica, tendo apenas 4% dos médicos afirmado não necessitar de formação nesta área. Responderam necessitar de formação em entrevista motivacional 66%, em prevenção da recaída 59%, de treino numa consulta de apoio intensivo 55%, em intervenção breve 54% e em terapêutica farmacológica 55%. Cerca de 92% dos respondentes consideraram que o aconselhamento para a cessação tabágica é uma tarefa que faz parte das suas atribuições, mas apenas 76% concordaram totalmente com a realização de uma abordagem oportunística deste assunto em todos os contactos com os seus pacientes. Como prática mais frequente, perante um paciente em preparação para parar, 85% dos médicos disseram tomar a iniciativa de aconselhar, 79% avaliar a motivação, 67% avaliar o grau de dependência, 60% marcar o “dia D” e 50% propor terapêutica farmacológica. Apenas 21% assumiram realizar com frequência uma intervenção breve com pacientes em preparação (5 Ás); 13% uma intervenção motivacional com pacientes não motivados para mudar (5 Rs) e 20% uma intervenção segundo os princípios da entrevista motivacional, relativamente a pacientes ambivalentes em relação à mudança. A análise multivariada de regressão logística permitiu concluir que as variáveis com maior influência na decisão de aconselhar os pacientes sobre cessação tabágica foram a percepção de auto-eficácia, o nível de atitudes negativas, a adopção habitual do Programa-tipo de cessação tabágica da DGS, a posse de formação específica nesta área e a não identificação de barreiras ao aconselhamento, em particular organizacionais ou ligadas ao processo de comunicação na consulta. Embora se tenha confirmado a existência de associação entre a adopção do método clínico centrado no paciente e as atitudes face à cessação tabágica, não foi possível confirmar plenamente a associação entre a adopção deste método e as práticas autoreferidas de aconselhamento. Os médicos que manifestaram um nível baixo ou moderado de atitudes negativas, uma percepção elevada de auto-eficácia, que nunca fumaram, que referiram adoptar o Programa-tipo de cessação tabágica e que não identificaram barreiras organizacionais apresentaram uma maior probabilidade de realizar uma intervenção breve (“5 Ás”) de aconselhamento de pacientes fumadores em preparação para parar de fumar. Nunca ter fumado apresentou-se associado a uma probabilidade de realizar uma intervenção breve (“5 Ás”) com frequência, superior à verificada entre os médicos que referiram ser fumadores (Odds-ratio ajustado = 2,6; IC a 95%: 1,1; 5,7). Os médicos com o nível de auto-eficácia no aconselhamento mais elevado apresentaram uma probabilidade superior à encontrada entre os médicos com o menor nível de auto-eficácia de realizar com frequência uma intervenção breve de aconselhamento, integrando as cinco vertentes dos “5 Ás” (Odds ratio ajustado = 2,6; IC a 95%: 1,3; 5,3); de realizar uma intervenção motivacional breve com fumadores renitentes a parar de fumar (Odds ratio ajustado = 3,1; IC a 95%: 1,4; 6,5) ou de realizar com frequência uma intervenção motivacional com pacientes em estádio de ambivalência (Odds ratio = 8,8; IC a 95%: 3,8; 19,9). A falta de tempo, a falta de formação específica e a falta de equipa de apoio foram as barreiras ao aconselhamento mais citadas. Como factores facilitadores de um maior investimento nesta área, cerca de 60% dos médicos referiram a realização de um estágio prático de formação; 57% a possibilidade de dispor do apoio de outros profissionais; cerca de metade a melhoria da sua formação teórica. Cerca de 25% dos médicos investiria mais em cessação tabágica se dispusesse de um incentivo financeiro e 20% se os pacientes demonstrassem maior interesse em discutir o assunto ou existisse uma maior valorização desta área por parte dos colegas e dos órgãos de gestão. As limitações de representatividade da amostra, decorrentes da taxa de resposta obtida, impõem reservas à possibilidade de extrapolação destes resultados para a população de estudo, sendo de admitir que os respondentes possam corresponder aos médicos mais interessados por este tema e que optam por não fumar. Outra importante limitação advém do facto de não ter sido estudada a vertente relativa aos pacientes, no que se refere às suas atitudes, percepções e expectativas quanto à actuação do médico neste campo. Pesem embora estas limitações, os resultados obtidos revelaram uma grande perda de oportunidades de prevenção da doença e de promoção da saúde. Parece ter ficado demonstrada a importante influência que as atitudes, em especial as negativas, e as percepções, em particular a percepção de auto-eficácia, podem exercer sobre as práticas de aconselhamento auto-referidas. Todavia, será necessário aprofundar os resultados agora encontrados com estudos de natureza qualitativa, que permitam compreender melhor, por um lado, as percepções, expectativas e necessidades dos pacientes, por outro, as estratégias de comunicação que deverão ser adoptadas pelo médico, atendendo à complexidade do problema e ao tempo disponível na consulta, tendo em vista aumentar a literacia dos pacientes para uma melhor autogestão da sua saúde. Parece ter ficado igualmente patente a grande carência formativa neste domínio. A adopção do modelo biomédico como paradigma da formação médica pré e pós-graduada, proposto, há precisamente cem anos, por Flexner, tem contribuído para a desvalorização das componentes psicoemocionais e sociais dos fenómenos de saúde e de doença, assim como para criar clivagens entre cuidados curativos e preventivos e entre medicina geral e familiar e saúde pública. Porém, o actual padrão de saúde/doença próprio das sociedades desenvolvidas, caracterizado por “pandemias” de doenças crónicas e incapacitantes, determinadas por factores de natureza sociocultural e comportamental, irá obrigar certamente à revisão daquele paradigma e à necessidade de se (re)adoptarem os grandes princípios Hipocráticos de compreensão dos processos de saúde/doença e do papel da medicina.

A cross-cultural study on the effect of decimal separator on price perception

A Work Project, presented as part of the requirements for the Award of a Masters Degree in Management from the NOVA – School of Business and Economics

Pedestrian Priority Zones in the Context of Urban Mobility and Valorization of Public Space

The second half of the XX century was marked by a great increase in the number of people living in cities. Urban agglomerations became poles of attraction for migration flows and these phenomena, coupled with growing car-ownership rates, resulted in the fact that modern transport systems are characterized by large number of users and traffic modes. The necessity to organize these complex systems and to provide space for different traffic modes changed the way cities look. Urban areas had to cope with traffic flows, and as a result nowadays typical street pattern consists of a road for motorized vehicles, a cycle lane (in some cases), pavement for pedestrians, parking and a range of crucial signage to facilitate navigation and make mobility more secure. However, this type of street organization may not be desirable in certain areas, more specifically, in the city centers. Downtown areas have always been places where economic, leisure, social and other types of facilities are concentrated, not surprisingly, they often attract large number of people and this frequently results in traffic jams, air and noise pollution, thus creating unpleasant environment. Besides, excessive traffic signage in central locations can harm the image and perception of a place, this relates in particular to historical centers with architectural heritage.

Consumer perception of CSR in Portugal: The aftermath of the financial crisis

Corporate social responsibility (CSR) literature has largely neglected consumers’ perceptions in the debate regarding the role of CSR in the aftermath of the financial crisis. In that context, this study aims to test the possibility that consumers’ perceptions of CSR level, firm reputation and brand trust, might depend on the type of industry sector of a firm, the level of fit of an initiative or both. By conducting a survey on Portuguese consumers and running a two-way analysis of variance, it suggests that solely the type of industry sector has an effect on consumer perception and that consumers are less tolerable of controversial industries.

Intervenção da fisiopetarpia em indivíduos com osteoartrose do joelho: características da prática clínica e resultados obtidos em contexto de prática convencionada

RESUMO: Introdução: A osteoartrose do joelho em particular constitui uma das maiores causas de incapacidades no dia-a-dia, morbilidade e aumento dos custos de saúde na população, na medida em que é uma condição que quando sintomática progride para um padrão que incluí dor articular, perda de força, incapacidade para a marcha e redução da aptidão física. A sua prevalência aumenta com a idade, 7% entre pessoas dos 65-70 anos, e 11,2% para aqueles com 80 anos ou mais, pouco variando entre os estudos existentes. Um recente estudo da Organização Mundial da Saúde (OMS) refere que a osteoartrose é a quarta causa mais importante de incapacidade entre as mulheres e a oitava entre os homens. Objetivo do estudo: Descrever a intervenção da fisioterapia em contexto de prática clínica convencionada e os resultados obtidos em indivíduos com OA, ao nível da intensidade da dor, capacidade funcional e perceção global de melhoria. Desenho Metodológico: Trata-se de um Estudo de coorte prospetivo onde foram incluídos indivíduos de ambos os géneros, entre os 60 e os 80 anos, com osteoartrose do joelho referenciada clinicamente. Após o consentimento informado, os pacientes foram, avaliados em quatro momentos: num primeiro momento (T0), antes de iniciarem o tratamento; (T1) após 4 semanas do início do tratamento; (T2) coincidente com o final do tratamento; e (T3) 3 meses após o início do tratamento. Foi utilizado um Questionário de Caracterização Sócio-Demográfica e Clínica, a Escala numérica da dor – END, o questionário KOOS (Knee Injury and Osteoarthritis Outcome Score) e a versão portuguesa da Patient Global Impression Change (PGIC-PT). A base de seleção dos indivíduos foi realizada numa clínica convencionada do Algarve. Resultados: Foi observado um aumento significativo em todos os outcomes avaliados pelo KOOS, END e PGIC num período até 3 meses após a intervenção. Na avaliação da END em T3 o valor da média foi de 1,63(±0,71). Para o KOOS nas subescalas Sintomas foi de 87,60(±5,86), Dor 85,71(±3,99), AVD 78,23(±3,48), ADL 67,71(±7,16), QV 80,71(±9,14), para a PGIC-AVD 5,29(±0,57), PGIC-DOR 5,97(±0,61). Os resultados obtidos pelo teste de Friedman, revelaram um valor de p<0,005. Assim, a melhoria da incapacidade funcional reportada pelos participantes neste grupo é estatisticamente diferente, e de forma significativa nos diferentes momentos de recolha de dados, durante e após o tratamento (X2 (3)=208,862, p<0,005)/ (X2(3)=205,041, p<0,005). Por fim os valores do somatório dos participantes, que estão inseridos em no grupo dos “Bons Resultados”( ≥5) foi de 27,14% em T0 passando para 100,00% em T3, enquanto que o grupo dos “Maus Resultados”(<5) foi de 72,86% em T0 e 100% em T3. Conclusão: Os resultados do presente estudo sugerem que a intervenção da Fisioterapia efetuadas em clínicas convencionadas nos casos da Osteoartrose do joelho são efetivas na redução significativa dos níveis de dor e incapacidade funcional e na Perceção global de melhoria em pacientes com Osteoartrose do joelho. ---------- ABSTRACT: Introduction: Osteoarthritis of the knee in particular is a major cause of disabilities in their day-to-day morbidity and increased healthcare costs in the population, in that it is a disease that when symptomatic progresses to a pattern that included joint pain, strength loss, inability to walk and reduction of physical fitness. It is referred as a risk factor for falls and fractures. Its prevalence increases with age, 7% of people between 65-70 years, and 11.2% for those aged 80 or more, ranging from some existing studies. A recent study by the World Health Organization (WHO) reports that osteoarthritis is the fourth leading cause of disability among women and eighth among men. Objective: To describe the characteristics and the outcomes of the physiotherapy practice in patients with knee osteoarthritis. Methodology: A prospective cohort study, with 70 individuals, aged between 60 and 80 years with the diagnosis of knee osteoarthritis and referred to physiotherapy treatment, was carried out. After informed consent, patients were evaluated in four different moments: at baseline (T0), before starting treatment; 4 weeks after starting their treatment (T1); 8 weeks after starting their treatment (T2); and in a 3 months follow-up (T3). Patients were assessed for their socio-demographic and clinical characteristics, pain intensity (using the numeric pain rating scale- NRS), disability (using the Knee Injury and Osteoarthritis Outcome Score), and for their global impression of change (using the Portuguese version of the Patient Glogal Impression of Change scale). Results: The findings of this study indicate a significant increase in all outcomes assessed (pain, disability and global impression of change), during and after the physiotherapy treatment. At T3, the average value for the NRS was 1.63 (± 0.71). For KOOS in the symptoms subscales was 87.60 (± 5.86), pain 85.71 (± 3.99), ADL 78.23 (± 3.48), ADL 67.71 (± 7.16), QV 80.71 (± 9.14) for the PGIC-AVD 5.29 (± 0.57), PGIC-PAIN 5.97 (± 0.61). The results obtained though the Friedman test revealed a p-value <0.005. Thus, the improvement of functional capacity reported by participants in the group was statistically different at the different moments of data collection, during and after treatment (X 2 (3) = 208.862, p <0.005) / (X 2 (3) = 205.041, p <0.005). Conclusion: The results of this study show that the physiotherapy treatments made on agreed clinics in cases of osteoarthritis of the knee, are effective in significant reduction in the levels of pain and disability and in perception of overall improvement perception in patients with osteoarthritis of the Knee.

The Multidimensional and Centred Structure of Our Interested Perception in Hierocles

O objectivo desta dissertação é identificar a estrutura da percepção tal como ela é desenhada por Hiérocles nos <,(#= >1!(?$%&'(). Para alcançar este objectivo focar-me-ei na análise que o filósofo estóico leva a cabo em torno da percepção. O foco começa por incindir sobre a distinção entre percepção de si e percepção do exterior, com todas as suas subtilezas. Tal análise implicará então a consideração da importância da não-indiferença nessa estrutura de percepção. O objectivo é compreender como a percepção é sempre relacional e interessada. . Centrar-me-ei então na noção de !"#$%&'(), tentanto explorar a complexidade e multiplicidade do fenómeno em causa. Será também estabalecida a relação com o fragmento de Estobeu (6.671), que é, a par da obra, a fonte mais importante do pensamento de Hiérocles. Através desta relação introduzir-se-á a estrutura circular e concêntrica de uma percepção relacional e interessada. Toda esta dissertação será levada a cabo focando-se principalmente nos textos do próprio Hiérocles.

Breaking the Pattern and Creating New Paths – Feminist Mizrahi Women Artists in Israel

This article addresses the work of Mizrahi women artists, i.e., Israeli-Jewish women of Asian or African ethnic origin, using the artist Vered Nissim as a case study. Nissim seeks to affirm the politics of identity and recognition, as well as feminism in order to create a paradigm shift with regards to the local regime of cultural representations in the Israeli art scene. Endeavouring to find ways of undermining the rigid imbalances between different social groups, she calls for a comprehensive reform of the status quo through artistic activism. Nissim employs a style, content, and medium that disrupts the accepted social order, using humour and irony as unique weapons with which she takes liberties with conventional moral, social, and economic values. Placing issues of race, class and gender at the centre of her work, she seeks to undermine and problematize essentialist attitudes, highlighting the political intersections of different identity categories as the critical analysis of intersectionality unfolds.

Young adult Brazilian beauty consumers perception of Lancôme and the effectiveness of social media relationhips with local celebrities on their purchase intention

The aim of this research is to evaluate if a premium beauty brand, in this case, Lancôme, can influence positively the purchase intention from Brazilian young adults, between 18 and 29 years old, consumers of beauty products, by initiating a relationship with a local celebrity or “it” girl on social media. This hypothesis has not been tested, and this research is a first attempt of evaluating it. Additionally, the consumer behavior, brand preferences and social media activeness of this age segment in Brazil are further studied as important insights for beauty brands to conquer these consumers. Results did not confirm the positive influence of local celebrities on this age segment’s purchase intention but several suggestions are made for future research to revisit this topic. Furthermore, there is a significant brand love for M.A.C., an international Lancôme competitor, amongst this target, as well as a probable price sensitivity facing premium beauty brands.