Caracterização da produção científica portuguesa da área da saúde indexada na Scopus

Introdução – É particularmente importante uma avaliação objetiva e imparcial da qualidade da atividade científica dos investigadores, mas também do comportamento científico e pedagógico das instituições de ensino superior, as quais, por sua vez, são o espelho do empenho de um país na sua componente de I&D. Objetivo – O presente estudo bibliométrico pretende caracterizar a presença portuguesa na Scopus e analisar a produção científica portuguesa classificada na área da saúde e indexada nesta base de dados. Métodos – Analisou-se a produção científica portuguesa referente ao período de janeiro de 2000 a dezembro de 2015. A abordagem centrou-se nas seguintes variáveis: categorias de classificação da Scopus; tipologia de documentos indexados; títulos de revistas; autores; distribuição por anos de publicação; afiliação institucional e países de origem dos autores com quem foram estabelecidas relações de parceria científica. Consideraram-se três grandes categorias de classificação na Scopus (Life Sciences, Health Sciences e Social Sciences & Humanities, usando filtros temáticos), porque a área da saúde tanto assume componentes exatas como transversais. Conjugou-se o descritor Portugal com a modalidade affiliation country. Os dados foram alinhados pela terminologia das variáveis em estudo (affiliation, author, country, doctype, source, subject, year) e fundidos num só ficheiro por variável. Resultados – A Scopus contempla 198.749 resultados com afiliação em Portugal. Na área da saúde contabilizaram-se, no total, 71.232 trabalhos, o que significa uma percentagem de 35,8%. Estes encontram-se distribuídos pelos três grupos de classificação: Health Sciences (59,1%), Life Sciences (34%) e Social Sciences & Humanities (6,9%). O artigo original (78,1%) consubstancia a forma mais usada pelos autores portugueses para a divulgação dos resultados de investigação, logo seguido do artigo de revisão (8,9%), dos paper (3,9%) e das letter (3,1%). Os últimos cinco anos são os mais representativos na produção científica (58,4%). Analisando as revistas onde os investigadores portugueses mais publicam, constata-se que são portuguesas sete das primeiras dez. A maioria da produção científica com visibilidade internacional é oriunda das universidades, sendo a Universidade do Porto a que mais se destaca. A parceria científica com outros investigadores destaca a colaboração nacional, mas também com os Estados Unidos, Espanha, Reino Unido, Alemanha, França, Itália, Países Baixos e Brasil, por esta ordem. De destacar que é a Universidade de São Paulo (no Brasil) a maior instituição parceira com 788 trabalhos. Discussão e Conclusões – Na informação da área da saúde indexada na Scopus, as universidades desempenham um papel fundamental, destacando-se a Universidade do Porto. Também os índices de coautoria e sobretudo a colaboração internacional com investigadores de outras nacionalidades têm aumentado ao longo dos anos. Os benefícios e os méritos desta colaboração internacional ao nível da investigação incluem a partilha e a transferência de conhecimento e equipamento, associando os investigadores a uma grande rede científica, bem como o acelerar do processo de investigação, aumentando a visibilidade dos artigos. A produção científica portuguesa da saúde evidencia a existência de vínculos com diversos países, produto das parcerias, dos projetos globais e dos financiamentos.

Learning and Knowledge in the Context of Absorptive Capacity

Develop a new model of Absorptive Capacity taking into account two variables namely Learning and knowledge to explain how companies transform information into knowledge

Web 2.0 and its impact on knowledge and business organizations

Today, information overload and the lack of systems that enable locating employees with the right knowledge or skills are common challenges that large organisations face. This makes knowledge workers to re-invent the wheel and have problems to retrieve information from both internal and external resources. In addition, information is dynamically changing and ownership of data is moving from corporations to the individuals. However, there is a set of web based tools that may cause a major progress in the way people collaborate and share their knowledge. This article aims to analyse the impact of ‘Web 2.0’ on organisational knowledge strategies. A comprehensive literature review was done to present the academic background followed by a review of current ‘Web 2.0’ technologies and assessment of their strengths and weaknesses. As the framework of this study is oriented to business applications, the characteristics of the involved segments and tools were reviewed from an organisational point of view. Moreover, the ‘Enterprise 2.0’ paradigm does not only imply tools but also changes the way people collaborate, the way the work is done (processes) and finally impacts on other technologies. Finally, gaps in the literature in this area are outlined.

Symbolic Knowledge Extraction from Trained Neural Networks Governed by Lukasiewicz Logics

This work describes a methodology to extract symbolic rules from trained neural networks. In our approach, patterns on the network are codified using formulas on a Lukasiewicz logic. For this we take advantage of the fact that every connective in this multi-valued logic can be evaluated by a neuron in an artificial network having, by activation function the identity truncated to zero and one. This fact simplifies symbolic rule extraction and allows the easy injection of formulas into a network architecture. We trained this type of neural network using a back-propagation algorithm based on Levenderg-Marquardt algorithm, where in each learning iteration, we restricted the knowledge dissemination in the network structure. This makes the descriptive power of produced neural networks similar to the descriptive power of Lukasiewicz logic language, minimizing the information loss on the translation between connectionist and symbolic structures. To avoid redundance on the generated network, the method simplifies them in a pruning phase, using the "Optimal Brain Surgeon" algorithm. We tested this method on the task of finding the formula used on the generation of a given truth table. For real data tests, we selected the Mushrooms data set, available on the UCI Machine Learning Repository.

Sequencing of a 17.6 kb segment on the right arm of yeast chromosome VII reveals 12 ORFs, including CCT, ADE3 and TR-I genes, homologues of the yeast PMT and EF1G genes, of the human and bacterial electron-transferring flavoproteins (beta-chain) and of the Escherichia coli phosphoserine phosphohydrolase, and five new ORFs.

A 17.6 kb DNA fragment from the right arm of chromosome VII of Saccharomyces cerevisiae has been sequenced and analysed. The sequence contains twelve open reading frames (ORFs) longer than 100 amino acids. Three genes had already been cloned and sequenced: CCT, ADE3 and TR-I. Two ORFs are similar to other yeast genes: G7722 with the YAL023 (PMT2) and PMT1 genes, encoding two integral membrane proteins, and G7727 with the first half of the genes encoding elongation factors 1gamma, TEF3 and TEF4. Two other ORFs, G7742 and G7744, are most probably yeast orthologues of the human and Paracoccus denitrificans electron-transferring flavoproteins (beta chain) and of the Escherichia coli phosphoserine phosphohydrolase. The five remaining identified ORFs do not show detectable homology with other protein sequences deposited in data banks. The sequence has been deposited in the EMBL data library under Accession Number Z49133.

Metodologia de projeto como estratégia de motivação e criatividade na disciplina de artes plásticas

Mestrado em Ensino de Educação Visual e Tecnológica no Ensino Básico

Integrated didactics: an example of a curriculum model enhancing knowledge crossing

In this paper, we introduce an innovative course in the Portuguese Context, the Master's Course in “Integrated Didactics in Mother Tongue, Maths, Natural and Social Sciences”, taking place at the Lisbon School of Education and discussing in particular the results of the evaluation made by the students who attended the Curricular Unit - Integrated Didactics (CU-ID). This course was designed for in-service teachers of the first six years of schooling and intends to improve connections between different curriculum areas. In this paper, we start to present a few general ideas about curriculum development; to discuss the concept of integration; to present the principles and objectives of the course created as well as its structure; to describe the methodology used in the evaluation process of the above mentioned CU-ID. The results allow us to state that the students recognized, as positive features of the CU-ID, the presence in all sessions of two teachers simultaneously from different scientific areas, as well as invitations issued to specialists on the subject of integration and to other teachers that already promote forms of integration in schools. As negative features, students noted a lack of integrated purpose, applying simultaneously the four scientific areas of the course, and also indicated the need to be familiar with more models of integrated education. Consequently, the suggestions for improvement derived from these negative features. The students also considered that their evaluation process was correct, due to the fact that it was focused on the design of an integrated project for one of the school years already mentioned.