La educación en Brasil y sus múltiples supuestos : desafíos de la educación intercultural.

El interés por los valores subraya la ineludible dimensión ética de la educación. Así, los valores son aquello que propicia la consecución de una vida plena, cumplida; aquello que hace que la vida merezca la pena vivirla. Y al hablar de valores de lo que se trata es de la formación del carácter, una auténtica necesidad si se quiere hablar de educación en sentido pleno. Cuando se trata de hablar de valores inclinarse sobre uno u otro es tener una preferencia subjetiva, no justificable racionalmente, ni por tanto compatible, ya que todas las opciones son legítimas. Pero es difícil ser neutral y en la discusión ética es más difícil lograr el consenso. Las preferencias brotarán de la herencia recibida , de la digestión, del tiempo que haya y de la asociación de ideas. Esos contenidos valiosos se nos desvelan poco a poco, sólo en la medida en que uno aprende a objetivar sus intereses. Por eso la formación, la creación de intereses objetivos, el conocimiento de los valores de la realidad, es un elemento esencial para una vida lograda si uno está dispuesto a someterse a los valores, aumenta su capacidad de conocerlos; y a la inversa. Ese conocimiento de los valores no se adquiere por el discurso o la enseñanza, sino por la experiencia o la práctica. Por otro lado, el carácter apremiante de los valores está casi siempre en razón inversa de su altura: los más altos los que producen más gozo. En esta captación de los valores dos obstáculos principales: la apatía y la ceguera de la pasión.

A hybrid case adaptation approach for case-based reasoning

Case-Based Reasoning is a methodology for problem solving based on past experiences. This methodology tries to solve a new problem by retrieving and adapting previously known solutions of similar problems. However, retrieved solutions, in general, require adaptations in order to be applied to new contexts. One of the major challenges in Case-Based Reasoning is the development of an efficient methodology for case adaptation. The most widely used form of adaptation employs hand coded adaptation rules, which demands a significant knowledge acquisition and engineering effort. An alternative to overcome the difficulties associated with the acquisition of knowledge for case adaptation has been the use of hybrid approaches and automatic learning algorithms for the acquisition of the knowledge used for the adaptation. We investigate the use of hybrid approaches for case adaptation employing Machine Learning algorithms. The approaches investigated how to automatically learn adaptation knowledge from a case base and apply it to adapt retrieved solutions. In order to verify the potential of the proposed approaches, they are experimentally compared with individual Machine Learning techniques. The results obtained indicate the potential of these approaches as an efficient approach for acquiring case adaptation knowledge. They show that the combination of Instance-Based Learning and Inductive Learning paradigms and the use of a data set of adaptation patterns yield adaptations of the retrieved solutions with high predictive accuracy.

Relação espaço-plano: uma intervenção pedagógica para o desenvolvimento do pensamento geométrico

Pós-graduação em Educação - FCT

Mudanças na prática docente no ensino de física: espaços, tempos e movimentos de experiências vividas por uma professora

Este trabalho consiste de uma pesquisa narrativa autobiográfica em que realizei uma investigação sobre mudança na minha prática docente, a partir da seguinte questão norteadora: Que contribuições para a mudança na prática docente podem emergir de experiências vividas no contexto da docência de uma professora de Física no Ensino Médio? O estudo foi realizado com base em quatro experiências vividas na atuação docente: no Projeto Pré-Vestibular Solidário (PPVS), em uma escola da rede particular, em duas escolas da rede pública de ensino em Santarém-PA, e na prática pedagógica com o Ensino de Física Através de Temas (EFAT), a qual foi realizada em uma escola da rede estadual de ensino em Ananindeua-PA. Esta última experiência consistiu de um trabalho em cooperação com a professora praticante responsável pela turma de 32 ano noturno, em que foi realizada a prática. Como material de análise fiz uso das memórias de docência das três primeiras experiências e registros construídos a partir da experiência com o EFAT por meio de diários de aula produzidos por mim e pela professora praticante, relatos e depoimentos dos estudantes, além de entrevista com a professora. Interagi com esses materiais de análise no sentido de construir compreensões sobre o processo de mudança em minha prática, na perspectiva dos professores como agentes de mudança educacional, segundo Goodson (2008a, 2008b) e Fullan (2009), e trato de mudanças nas crenças e valores pessoais. Das análises construídas identifiquei como elementos de mudança: rupturas/reconstruções de modelos e concepções de processo ensino-aprendizagem, ser docente, ciência, conhecimento científico e dimensões formativas decorrentes do aprendizado em Física; os desafios referentes a complexidade do cotidiano na sala de aula, as incertezas da prática, a construção de uma relação dialógica com os estudantes, promover a motivação para o processo ensino-aprendizagem em Física, a busca da aprendizagem contínua, reconstrução do papel de professora e estudantes no processo ensino-aprendizagem, desenvolver a prática compartilhada, as dificuldades das condições de produção docente; a interação decorrente das trocas com colegas professores, e estudantes, que propiciaram a construção coletiva e compartilhada da prática, a construção de valores e atitudes como a confiança, receptividade, a flexibilidade; e o movimento interno que diz respeito a inquietação, insatisfação, o conflito relacionados aos modos de condução da prática docente, o olhar constante para si, além das crenças na mudança. Das análises realizadas concluo que a mudança na minha prática docente no ensino de Física tem relação com o modo como enfrentei os conflitos decorrentes dos distanciamentos entre a formação e atuação docente, uma vez que no decurso da formação são construídos modelos e concepções de ciência, docência, processo ensino-aprendizagem, dentre outros que se distanciam do fazer cotidiano nos contextos de atuação e que por vezes necessitam ser reconstruídos. Assim, a mudança na minha prática docente envolveu múltiplas dimensões, aprendizados contínuos, abertura ao diálogo, flexibilidade para construir e reconstruir crenças e valores, modos de ser e agir na docência.

The effectiveness of an enhanced cognitive behavioral intervention in improving behavioral outcomes related to HIV prevention

This study analyzed outcomes of an enhanced cognitive-behavioral intervention with dually diagnosed severely mentally ill adults. It specifically addressed the improvement of attitudes, skills, self-efficacy to use condoms and the heightening of condom use. The data were analyzed via a randomized three-group repeated measures design composed of the experimental (E-CB), standard care (SC) comparison or a no-treatment control condition as the between-subjects variable and pre-post measure as the within-subjects variable. The E-CB focused on cooperative, application, hands-on, skill-building and role-playing activities for sexual assertiveness, negotiation in risk-taking and proper condom use. The SC comparison, was didactic in its approach and addressed risk-taking and proper condom use in one session, but did not involve application approaches to problem-solving risky situations or condom use. Multiple assessments were conducted at pre-, post- and six months post-intervention. ^ The analysis indicated that the E-CB intervention led to more favorable attitudes toward condoms and to improved and maintained skills regarding their use by participants six months after the intervention compared to the standard care and control groups. No significant improvements in self-efficacy were found. A repeated measures ANOVA conducted on the transformed values of percentage of vaginal condom use indicated no significant differences between the experimental and standard care conditions but both had a significantly higher mean percentage vaginal condom use than the control group, averaged across pre- and six-month post-intervention. No gender differences were seen in attitudes, skills or self-efficacy to use condoms. ^ This study shed light upon the effectiveness of the instructional approach for the enhancement of attitudes, skills and self-efficacy outcomes related to HIV prevention. For heightened effectiveness, future approaches must address multiple factors impacting learning in this population. ^

The effectiveness of an enhanced congnitive behavioral intervention in improving behavioral outcomes related to HIV prevention

This study analyzed outcomes of an enhanced cognitive-behavioral intervention with dually diagnosed severely mentally ill adults. It specifically addressed the improvement of attitudes, skills, self-efficacy to use condoms and the heightening of condom use. The data were analyzed via a randomized three-group repeated measures design composed of the experimental (E-CB), standard care (SC) comparison or a no-treatment control condition as the between-subjects variable and pre-post measure as the within-subjects variable. The ECB focused on cooperative, application, hands-on, skill-building and role-playing activities for sexual assertiveness, negotiation in risk-taking and proper condom use. The SC comparison, was didactic in its approach and addressed risk- taking and proper condom use in one session, but did not involve application approaches to problem-solving risky situations or condom use. Multiple assessments were conducted at pre-, post- and six months post-intervention. The analysis indicated that the E-CB intervention led to more favorable attitudes toward condoms and to improved and maintained skills regarding their use by participants six months after the intervention compared to the standard care and control groups. No significant improvements in self-efficacy were found. A repeated measures ANOVA conducted on the transformed values of percentage of vaginal condom use indicated no significant differences between the experimental and standard care conditions but both had a significantly higher mean percentage vaginal condom use than the control group, averaged across pre- and six-month post-intervention. No gender differences were seen in attitudes, skills or self-efficacy to use condoms. This study shed light upon the effectiveness of the instructional approach for the enhancement of attitudes, skills and self-efficacy outcomes related to HIV prevention. For heightened effectiveness, future approaches must address multiple factors impacting learning in this population.

Internet of Things collaborativo: progettazione ed analisi di una piattaforma di aggregazione di dati sensoristici

Internet ha rivoluzionato il modo di comunicare degli individui. Siamo testimoni della nascita e dello sviluppo di un'era caratterizzata dalla disponibilità di informazione libera e accessibile a tutti. Negli ultimi anni grazie alla diffusione di smartphone, tablet e altre tipologie di dispositivi connessi, è cambiato il fulcro dell'innovazione spostandosi dalle persone agli oggetti. E' così che nasce il concetto di Internet of Things, termine usato per descrivere la rete di comunicazione creata tra i diversi dispositivi connessi ad Internet e capaci di interagire in autonomia. Gli ambiti applicativi dell'Internet of Things spaziano dalla domotica alla sanità, dall'environmental monitoring al concetto di smart cities e così via. L'obiettivo principale di tale disciplina è quello di migliorare la vita delle persone grazie a sistemi che siano in grado di interagire senza aver bisogno dell'intervento dell'essere umano. Proprio per la natura eterogenea della disciplina e in relazione ai diversi ambiti applicativi, nell'Internet of Things si può incorrere in problemi derivanti dalla presenza di tecnologie differenti o di modalità eterogenee di memorizzazione dei dati. A questo proposito viene introdotto il concetto di Internet of Things collaborativo, termine che indica l'obiettivo di realizzare applicazioni che possano garantire interoperabilità tra i diversi ecosistemi e tra le diverse fonti da cui l'Internet of Things attinge, sfruttando la presenza di piattaforme di pubblicazione di Open Data. L'obiettivo di questa tesi è stato quello di creare un sistema per l'aggregazione di dati da due piattaforme, ThingSpeak e Sparkfun, con lo scopo di unificarli in un unico database ed estrarre informazioni significative dai dati tramite due tecniche di Data Mining: il Dictionary Learning e l'Affinity Propagation. Vengono illustrate le due metodologie che rientrano rispettivamente tra le tecniche di classificazione e di clustering.

Algorithms for super-resolution of images based on Sparse Representation and Manifolds

lmage super-resolution is defined as a class of techniques that enhance the spatial resolution of images. Super-resolution methods can be subdivided in single and multi image methods. This thesis focuses on developing algorithms based on mathematical theories for single image super­ resolution problems. lndeed, in arder to estimate an output image, we adopta mixed approach: i.e., we use both a dictionary of patches with sparsity constraints (typical of learning-based methods) and regularization terms (typical of reconstruction-based methods). Although the existing methods already per- form well, they do not take into account the geometry of the data to: regularize the solution, cluster data samples (samples are often clustered using algorithms with the Euclidean distance as a dissimilarity metric), learn dictionaries (they are often learned using PCA or K-SVD). Thus, state-of-the-art methods still suffer from shortcomings. In this work, we proposed three new methods to overcome these deficiencies. First, we developed SE-ASDS (a structure tensor based regularization term) in arder to improve the sharpness of edges. SE-ASDS achieves much better results than many state-of-the- art algorithms. Then, we proposed AGNN and GOC algorithms for determining a local subset of training samples from which a good local model can be computed for recon- structing a given input test sample, where we take into account the underlying geometry of the data. AGNN and GOC methods outperform spectral clustering, soft clustering, and geodesic distance based subset selection in most settings. Next, we proposed aSOB strategy which takes into account the geometry of the data and the dictionary size. The aSOB strategy outperforms both PCA and PGA methods. Finally, we combine all our methods in a unique algorithm, named G2SR. Our proposed G2SR algorithm shows better visual and quantitative results when compared to the results of state-of-the-art methods.

Remédiation cognitive portant sur les aspects fluide et cristallisé de l’intelligence auprès d'adolescents présentant un fonctionnement intellectuel limite : approche par le jeu.

L’objectif principal de cette thèse était de créer, d’implanter et d’évaluer l’efficacité d’un programme de remédiation cognitive, intervenant de façon comparable sur les aspects fluide (Gf) et cristallisé (Gc) de l’intelligence, au sein d’une population d’intérêt clinique, les adolescents présentant un fonctionnement intellectuel limite (FIL). Compte tenu de la forte prévalence de ce trouble, le programme de remédiation GAME (Gains et Apprentissages Multiples pour Enfant) s’est développé autour de jeux disponibles dans le commerce afin de faciliter l’accès et l’implantation de ce programme dans divers milieux. Le premier article de cette thèse, réalisé sous forme de revue systématique de la littérature, avait pour objectif de faire le point sur les études publiées utilisant le jeu comme outil de remédiation cognitive dans la population pédiatrique. L’efficacité, ainsi que la qualité du paradigme utilisé ont été évaluées, et des recommandations sur les aspects méthodologiques à respecter lors de ce type d’étude ont été proposées. Cet article a permis une meilleure compréhension des écueils à éviter et des points forts méthodologiques à intégrer lors de la création du programme de remédiation GAME. Certaines mises en garde méthodologiques relevées dans cet article ont permis d’améliorer la qualité du programme de remédiation cognitive développé dans ce projet de thèse. Compte tenu du peu d’études présentes dans la littérature scientifique concernant la population présentant un FIL (70

Múltiplas linguagens

Relatório elaborado para obtenção do grau de mestre em educação pré-escolar

Remédiation cognitive portant sur les aspects fluide et cristallisé de l’intelligence auprès d'adolescents présentant un fonctionnement intellectuel limite : approche par le jeu

L’objectif principal de cette thèse était de créer, d’implanter et d’évaluer l’efficacité d’un programme de remédiation cognitive, intervenant de façon comparable sur les aspects fluide (Gf) et cristallisé (Gc) de l’intelligence, au sein d’une population d’intérêt clinique, les adolescents présentant un fonctionnement intellectuel limite (FIL). Compte tenu de la forte prévalence de ce trouble, le programme de remédiation GAME (Gains et Apprentissages Multiples pour Enfant) s’est développé autour de jeux disponibles dans le commerce afin de faciliter l’accès et l’implantation de ce programme dans divers milieux. Le premier article de cette thèse, réalisé sous forme de revue systématique de la littérature, avait pour objectif de faire le point sur les études publiées utilisant le jeu comme outil de remédiation cognitive dans la population pédiatrique. L’efficacité, ainsi que la qualité du paradigme utilisé ont été évaluées, et des recommandations sur les aspects méthodologiques à respecter lors de ce type d’étude ont été proposées. Cet article a permis une meilleure compréhension des écueils à éviter et des points forts méthodologiques à intégrer lors de la création du programme de remédiation GAME. Certaines mises en garde méthodologiques relevées dans cet article ont permis d’améliorer la qualité du programme de remédiation cognitive développé dans ce projet de thèse. Compte tenu du peu d’études présentes dans la littérature scientifique concernant la population présentant un FIL (70

Las inteligencias múltiples en el proceso del aprendizaje de EGB

En el marco de la investigación: Las inteligencias múltiples en el proceso del aprendizaje de EGB, situada en el área de la Psicología Educativa y el Currículo, sebusca dar una contribución dentro del aprendizaje y de la planificación, presentando estrategias de enseñanza – aprendizaje, para desarrollar las inteligencias dentro de la Actualización y Fortalecimiento Curricular correspondiente a los siete primeros años de Educación General Básica (EGB). El propósito de esta tesis es encontrar la relación entre las inteligencias múltiples y el proceso de aprendizaje en EGB, planteando estrategias metodológicas que desarrollen destrezas con criterio de desempeño que potencien las inteligencias múltiples, en las diferentes áreas del aprendizaje y en los distintos niveles de educación. La metodología a usar en esta investigación fue la bibliográfica documental. Se revisaron artículos científicos, tesis, monografías relacionadas con las categorías de la investigación. La investigación intentó responder las siguientes preguntas: ¿Qué son las inteligencias múltiples?¿Cuál es la relación entre las inteligencias múltiples y los aprendizajes de EGB?¿Quéplantea la Actualización y Fortalecimiento Curricular sobre el trabajo de las inteligencias? ¿Existen actividades de enseñanza – aprendizaje en el currículo de EGB que recurre a las inteligencias múltiples?Para dar respuesta a cada una de las interrogantes se utilizó la metodología descriptiva. Un resultado alcanzado es que es posible la relación de las inteligencias múltiples con las destrezas con criterio desempeño pues como verán más adelante varias destrezas desarrollan las IM planteadas. Por otro lado, la presente investigación muestra estrategias para el desarrollo de cada inteligencia.

Tensor-Train decomposition for image classification problems

In these last years a great effort has been put in the development of new techniques for automatic object classification, also due to the consequences in many applications such as medical imaging or driverless cars. To this end, several mathematical models have been developed from logistic regression to neural networks. A crucial aspect of these so called classification algorithms is the use of algebraic tools to represent and approximate the input data. In this thesis, we examine two different models for image classification based on a particular tensor decomposition named Tensor-Train (TT) decomposition. The use of tensor approaches preserves the multidimensional structure of the data and the neighboring relations among pixels. Furthermore the Tensor-Train, differently from other tensor decompositions, does not suffer from the curse of dimensionality making it an extremely powerful strategy when dealing with high-dimensional data. It also allows data compression when combined with truncation strategies that reduce memory requirements without spoiling classification performance. The first model we propose is based on a direct decomposition of the database by means of the TT decomposition to find basis vectors used to classify a new object. The second model is a tensor dictionary learning model, based on the TT decomposition where the terms of the decomposition are estimated using a proximal alternating linearized minimization algorithm with a spectral stepsize.

Once upon a time, there was a pulchritudinous princess…: the role of word definitions and multiple story contexts in children’s learning of difficult vocabulary

The close relationship between children’s vocabulary size and their later academic success has led researchers to explore how vocabulary development might be promoted during the early school years. We describe a study that explored the effectiveness of naturalistic classroom storytelling as an instrument for teaching new vocabulary to six- to nine-year-old children. We examined whether learning was facilitated by encountering new words in single versus multiple story contexts, or by the provision of age-appropriate definitions of words as they were encountered. Results showed that encountering words in stories on three occasions led to significant gains in word knowledge in children of all ages and abilities, and that learning was further enhanced across the board when teachers elaborated on the new words’ meanings by providing dictionary definitions. Our findings clarify how classroom storytelling activities can be a highly effective means of promoting vocabulary development.

Reasserting curriculum design through virtual learning environments : The case of MAPE

II European Conference on Curriculum Studies. "Curriculum studies: Policies, perspectives and practices”. Porto, FPCEUP, October 16th - 17th.