Behavioral and neuroimaging research of reading: A case of Japanese

Behavioral studies showed that AS, an English-Japanese bilingual was a skilled reader in Japanese but was a phonological dyslexic in English. This behavioral dissociation was accounted for by the Hypothesis of Transparency and Granularity postulated by Wydell & Butterworth. However, a neuroimaging study using MEG (magnetoencephalography) revealed that AS has the same functional deficit in the left superior temporal gyrus (STG). This paper therefore offers an answer to this intriguing discrepancy between the behavioral dissociation and the neural unity in AS by reviewing existing behavioral and neuroimaging studies in alphabetic languages such as English, Finnish, French, and Italian, and nonalphabetic languages such as Japanese and Chinese.

Automatic learning of pre-miRNAs from different species.

Discovery of microRNAs (miRNAs) relies on predictive models for characteristic features from miRNA precursors (pre-miRNAs). The short length of miRNA genes and the lack of pronounced sequence features complicate this task. To accommodate the peculiarities of plant and animal miRNAs systems, tools for both systems have evolved differently. However, these tools are biased towards the species for which they were primarily developed and, consequently, their predictive performance on data sets from other species of the same kingdom might be lower. While these biases are intrinsic to the species, their characterization can lead to computational approaches capable of diminishing their negative effect on the accuracy of pre-miRNAs predictive models. We investigate in this study how 45 predictive models induced for data sets from 45 species, distributed in eight subphyla/classes, perform when applied to a species different from the species used in its induction. Results: Our computational experiments show that the separability of pre-miRNAs and pseudo pre-miRNAs instances is species-dependent and no feature set performs well for all species, even within the same subphylum/class. Mitigating this species dependency, we show that an ensemble of classifiers reduced the classification errors for all 45 species. As the ensemble members were obtained using meaningful, and yet computationally viable feature sets, the ensembles also have a lower computational cost than individual classifiers that rely on energy stability parameters, which are of prohibitive computational cost in large scale applications. Conclusion: In this study, the combination of multiple pre-miRNAs feature sets and multiple learning biases enhanced the predictive accuracy of pre-miRNAs classifiers of 45 species. This is certainly a promising approach to be incorporated in miRNA discovery tools towards more accurate and less species-dependent tools.

THE EFFECTS OF MODELING INSTRUCTION ON STUDENT LEARNING OF A NEWTONIAN FORCE CONCEPT

This study explores the effects of modeling instruction on student learning in physics. Multiple representations grounded in physical contexts were employed by students to analyze the results of inquiry lab investigations. Class whiteboard discussions geared toward a class consensus following Socratic dialogue were implemented throughout the modeling cycle. Lab investigations designed to address student preconceptions related to Newton’s Third Law were implemented. Student achievement was measured based on normalized gains on the Force Concept Inventory. Normalized FCI gains achieved by students in this study were comparable to those achieved by students of other novice modelers. Physics students who had taken a modeling Intro to Physics course scored significantly higher on the FCI posttest than those who had not. The FCI results also provided insight into deeply rooted student preconceptions related to Newton’s Third Law. Implications for instruction and the design of lab investigations related to Newton’s Third Law are discussed.

Behavioral and molecular genetics of reading-related AM and FM detection thresholds

Auditory detection thresholds for certain frequencies of both amplitude modulated (AM) and frequency modulated (FM) dynamic auditory stimuli are associated with reading in typically developing and dyslexic readers. We present the first behavioral and molecular genetic characterization of these two auditory traits. Two extant extended family datasets were given reading tasks and psychoacoustic tasks to determine FM 2 Hz and AM 20 Hz sensitivity thresholds. Univariate heritabilities were significant for both AM (h2 = 0.20) and FM (h2 = 0.29). Bayesian posterior probability of linkage (PPL) analysis found loci for AM (12q, PPL = 81 %) and FM (10p, PPL = 32 %; 20q, PPL = 65 %). Bivariate heritability analyses revealed that FM is genetically correlated with reading, while AM was not. Bivariate PPL analysis indicates that FM loci (10p, 20q) are not also associated with reading.

‘‘Model age-based” and ‘‘copy when uncertain” biases in children’s social learning of a novel task

Theoretical models of social learning predict that individuals can benefit from using strategies that specify when and whom to copy. Here the interaction of two social learning strategies, model age-based biased copying and copy when uncertain, was investigated. Uncertainty was created via a systematic manipulation of demonstration efficacy (completeness) and efficiency (causal relevance of some actions). The participants, 4- to 6-year-old children (N = 140), viewed both an adult model and a child model, each of whom used a different tool on a novel task. They did so in a complete condition, a near-complete condition, a partial demonstration condition, or a no-demonstration condition. Half of the demonstrations in each condition incorporated causally irrelevant actions by the models. Social transmission was assessed by first responses but also through children’s continued fidelity, the hallmark of social traditions. Results revealed a bias to copy the child model both on first response and in continued interactions. Demonstration efficacy and efficiency did not affect choice of model at first response but did influence solution exploration across trials, with demonstrations containing causally irrelevant actions decreasing exploration of alternative methods. These results imply that uncertain environments can result in canalized social learning from specific classes of mode

Contributions of Neuroscience to Develop Teaching Strategies and Learning of Mathematics

The goal of the present work is to develop some strategies based on research in neurosciences that contribute to the teaching and learning of mathematics. The interrelationship of education with the brain, as well as the relationship of cerebral structures with mathematical thinking was discussed. Strategies were developed taking into consideration levels that include cognitive, semiotic, language, affect and the overcoming of phobias to the subject. The fundamental conclusion was the imperative educational requirement in the near future of a new teacher, whose pedagogic formation must include the knowledge on the cerebral function, its structures and its implications to education, as well as a change in pedagogy and curricular structure in the teaching of mathematics.

Statistical learning of random probability measures

The study of random probability measures is a lively research topic that has attracted interest from different fields in recent years. In this thesis, we consider random probability measures in the context of Bayesian nonparametrics, where the law of a random probability measure is used as prior distribution, and in the context of distributional data analysis, where the goal is to perform inference given avsample from the law of a random probability measure. The contributions contained in this thesis can be subdivided according to three different topics: (i) the use of almost surely discrete repulsive random measures (i.e., whose support points are well separated) for Bayesian model-based clustering, (ii) the proposal of new laws for collections of random probability measures for Bayesian density estimation of partially exchangeable data subdivided into different groups, and (iii) the study of principal component analysis and regression models for probability distributions seen as elements of the 2-Wasserstein space. Specifically, for point (i) above we propose an efficient Markov chain Monte Carlo algorithm for posterior inference, which sidesteps the need of split-merge reversible jump moves typically associated with poor performance, we propose a model for clustering high-dimensional data by introducing a novel class of anisotropic determinantal point processes, and study the distributional properties of the repulsive measures, shedding light on important theoretical results which enable more principled prior elicitation and more efficient posterior simulation algorithms. For point (ii) above, we consider several models suitable for clustering homogeneous populations, inducing spatial dependence across groups of data, extracting the characteristic traits common to all the data-groups, and propose a novel vector autoregressive model to study of growth curves of Singaporean kids. Finally, for point (iii), we propose a novel class of projected statistical methods for distributional data analysis for measures on the real line and on the unit-circle.

Analysis of human posterior EEG alpha frequency as a function of implicit learning of probabilistic lateralized stimuli in a visual detection task

Alpha oscillatory activity has long been associated with perceptual and cognitive processes related to attention control. The aim of this study is to explore the task-dependent role of alpha frequency in a lateralized visuo-spatial detection task. Specifically, the thesis focuses on consolidating the scientific literature's knowledge about the role of alpha frequency in perceptual accuracy, and deepening the understanding of what determines trial-by-trial fluctuations of alpha parameters and how these fluctuations influence overall task performance. The hypotheses, confirmed empirically, were that different implicit strategies are put in place based on the task context, in order to maximize performance with optimal resource distribution (namely alpha frequency, associated positively with performance): “Lateralization” of the attentive resources towards one hemifield should be associated with higher alpha frequency difference between contralateral and ipsilateral hemisphere; “Distribution” of the attentive resources across hemifields should be associated with lower alpha frequency difference between hemispheres; These strategies, used by the participants according to their brain capabilities, have proven themselves adaptive or maladaptive depending on the different tasks to which they have been set: "Distribution" of the attentive resources seemed to be the best strategy when the distribution probability between hemifields was balanced: i.e. the neutral condition task. "Lateralization" of the attentive resources seemed to be more effective when the distribution probability between hemifields was biased towards one hemifield: i.e., the biased condition task.

O professor frente aos processos de aprendizagem da leitura : o combate às dificuldades

RESUMO: A aprendizagem da leitura é uma conquista primordial na trajetória de vida de uma criança. A educação, atualmente, percorre grandes e diferentes discussões, e as dificuldades de aprendizagem na leitura são uma realidade visível, comprovadas através de pesquisas. Contudo devem ser vencidas. O presente estudo tem como proposta identificar as concepções e estratégias de um grupo de professores que atuam diretamente com o aluno no âmbito da aprendizagem formal da leitura, no processo do ato de ler. Conhecer as práticas pedagógicas que são desenvolvidas na sala de aula, as explicações para o sucesso e o insucesso na aprendizagem da leitura. A forma como o aluno aprende e verificar diretamente, a partir de um grupo de alunos, suas dificuldades de não saber ler, sentidas pelos próprios, e como o professor as soluciona, suas explicações encontradas para as dificuldades de aprendizagem, e o impacto que causam na vida pessoal e social do aprendente e do ensinante. Saber o que fazer e como fazer quando se descobrem falhas do aluno ou do método na compreensão da leitura é uma das características das mais desejáveis e essencial no desenvolvimento do ensino da leitura e uma das diferenças mais acentuadas entre professores aplicados e os destituídos de um compromisso sagrado no seu papel de educador. Para atender aos objetivos pretendidos, foram realizadas entrevistas semi–estruturadas, sustentadas por roteiros, com alunos (20) e professores (10) em duas escolas públicas municipais do ciclo fundamental na cidade de Aracaju. Os resultados apontam para um desconhecimento dos métodos e das teorias cognitivas. No que tange aos alunos percebe-se a dificuldade, sentida pelo próprio aluno em não saber ler, como algo corriqueiro. Os achados deste estudo nos fazem pensar que o professor munícipe precisa rever seus métodos e processos de educação, sem os quais continuaremos a assistir um sistema educacional desmotivado e indiferente ao desenvolvimento de competências e capacidades críticas no processamento da aprendizagem da leitura no primeiro ano do Ciclo Básico. ABSTRACT: The learning of reading is a prime achievement on the path of a child‟s life. Education, nowadays, courses large and different discussions and the learning difficulties are easily seen, proved by researches. However they must be overcome. This article has as proposal to identify the conceptions and strategies of a teacher‟s group that acts directly with the student in the area of formal learning of reading, it means the reading process. And also to know the teaching practices that are developed in classroom, the explanations to the achievement or failure of reading. The way how the student learns and to verify directly, based on a group of students, their difficulties experienced by themselves, and how the teacher solve those, his explanations about the difficulties that were found, and the impact they bring to learner‟s and teacher‟s personal and social lives. to know what to do and how to do when student‟s flaws or imperfections on the reading comprehension method are found is one of the most desirable and essential characteristics on the development of (he reading learning)and one of the most pointed differences by teachers concerned and unconcerned about their commitment to the teacher role. To attend to the claimed aims, it has been done semi structured interviews, held by a list of topics, with twenty students and ten teachers in two public schools in Aracaju city. The results show ignorance on the methods and theories. When it comes to the students it‟s easy to see that the difficulty is faced by those who can‟t read, as something normal. The results of this work make us think that the public teacher needs to review his methods and educational processes; otherwise we are going to continue watching an educational system despondent and unconcerned about the development of criticizing skills on the process of reading learning in Junior High.

Leitura, literatura e desenvolvimento da competência textual

A investigação sobre aprendizagem de leitura e escrita indica que nas práticas educativas cujo centro são livros há lugar a numerosas oportunidades para que as crianças aprendam sobre a língua e os textos. Na perspetiva do estudo do desenvolvimento da linguagem e da eficácia das práticas de ensino baseadas na leitura de textos literários há evidências da relação entre o trabalho à volta dos livros e da leitura e o desenvolvimento da linguagem e da competência discursiva, nomeadamente a produção de textos coerentes e coesos. Apresenta-se trabalho de investigação realizado no pré-escolar e no 1.º ciclo, em que a abordagem de texto orientado para a produção visa a aprendizagem de língua e a aprendizagem do texto, em particular.

A aprendizagem da leitura e da escrita partindo de texto

Projeto de Intervenção apresentado à Escola Superior de Educação de Lisboa para a obtenção de grau de Mestre em Didática da Língua Portuguesa no 1º e 2º CEB

A aprendizagem cooperativa em alunos com dificuldades de aprendizagem

Projeto de Intervenção apresentado à Escola Superior de Educação de Lisboa para obtenção de grau de mestre em Educação Especial

Alfabetização de crianças caboverdianas em língua portuguesa como língua não materna : o ensino da leitura

abstract: Cape Verde is a country of bilingual characteristics, where coexist two languages: the mother tongue – the Creole of Cape Verde (CCV) or the Capeverdian Language (LCV) and the Non Maternal language – the Portuguese that is the official language and, therefore, the language used in the process of education and learning. This situation generates conflicts so much to linguistic level as to cultural level. The two languages presents some lexical resemblances, what drives, many times, to misconceptions and linguistics errors that complicate children in the learning, in particular, of reading that constitute the base for the learning of others knowledge. The learning of reading, in the Non Maternal language, requires a development of the oral language in Portuguese Language, which stimulates the reasoning of the child through playful exercises and cognitivists and construtivists approaches. In this way, the competences of phonological processing in the acquisition of the competences of reading are important for the discrimination of written text and favor the learning and the development of reading. The child, through the discovery, begins to elaborate concepts in the way to obtain a relation with the written language, by functional form. Adopting a methodology of case study and through questionnaires, direct observation and collect of documentary information, this dissertation presents and analyzes connected aspects to the literacy of capeverdian children in the beginning of the schooling and to the learning of reading as basic support for the learning of Non Maternal language. The subsidies collected by the study, presented in this dissertation will contribute for the education progress of reading and, also, for implement successfully the learning of reading of the students, developing to practical of reading and the expectations in uncover the multiplicity of the dimensions of experience in that domain and contribute for a relative comprehension of written and reading modes.

Alfabetização de crianças caboverdianas em língua portuguesa como língua não materna : o ensino da leitura

abstract: Cape Verde is a country of bilingual characteristics, where coexist two languages: the mother tongue – the Creole of Cape Verde (CCV) or the Capeverdian Language (LCV) and the Non Maternal language – the Portuguese that is the official language and, therefore, the language used in the process of education and learning. This situation generates conflicts so much to linguistic level as to cultural level. The two languages presents some lexical resemblances, what drives, many times, to misconceptions and linguistics errors that complicate children in the learning, in particular, of reading that constitute the base for the learning of others knowledge. The learning of reading, in the Non Maternal language, requires a development of the oral language in Portuguese Language, which stimulates the reasoning of the child through playful exercises and cognitivists and construtivists approaches. In this way, the competences of phonological processing in the acquisition of the competences of reading are important for the discrimination of written text and favor the learning and the development of reading. The child, through the discovery, begins to elaborate concepts in the way to obtain a relation with the written language, by functional form. Adopting a methodology of case study and through questionnaires, direct observation and collect of documentary information, this dissertation presents and analyzes connected aspects to the literacy of capeverdian children in the beginning of the schooling and to the learning of reading as basic support for the learning of Non Maternal language. The subsidies collected by the study, presented in this dissertation will contribute for the education progress of reading and, also, for implement successfully the learning of reading of the students, developing to practical of reading and the expectations in uncover the multiplicity of the dimensions of experience in that domain and contribute for a relative comprehension of written and reading modes.

Llegir la ideologia: la realitat i el desig

L'article analitza com nou estudiants universitaris de primer curs comprenen la ideologia de dos editorials que tracten un mateix tema polític des d'una orientació oposada. La metodologia és qualitativa i utilitza qüestionaris oberts i entrevistes semiestructurades per recollir les respostes i els comentaris dels informants, que es contrasten amb l'anàlisi lingüística usant l'aparell teòric de l'Anàlisi del Discurs. Els resultats mostren una gran diversitat de conductes, des de lectors que poden identificar la ideologia i elaborar una resposta personal coherent, fins a lectors que donen interpretacions erràtiques i incoherents. La discussió de les dades suggereix algunes vies per promoure un aprenentatge de pràctiques lectores més crítiques i contextualitzades.