Investigando a combinação de técnicas de aprendizado semissupervisionado e classificação hierárquica multirrótulo

Data classification is a task with high applicability in a lot of areas. Most methods for treating classification problems found in the literature dealing with single-label or traditional problems. In recent years has been identified a series of classification tasks in which the samples can be labeled at more than one class simultaneously (multi-label classification). Additionally, these classes can be hierarchically organized (hierarchical classification and hierarchical multi-label classification). On the other hand, we have also studied a new category of learning, called semi-supervised learning, combining labeled data (supervised learning) and non-labeled data (unsupervised learning) during the training phase, thus reducing the need for a large amount of labeled data when only a small set of labeled samples is available. Thus, since both the techniques of multi-label and hierarchical multi-label classification as semi-supervised learning has shown favorable results with its use, this work is proposed and used to apply semi-supervised learning in hierarchical multi-label classication tasks, so eciently take advantage of the main advantages of the two areas. An experimental analysis of the proposed methods found that the use of semi-supervised learning in hierarchical multi-label methods presented satisfactory results, since the two approaches were statistically similar results

Teaching in the community: Changing and implementing a new curriculum

The Faculdade de Medicina de Botucatu is changing to, and implementing a new curriculum aimed at integrating teaching and learning in the community. Emphasis is on preparing the community settings for teaching, learning and providing health care. A particular task is staff development with emphasis on problem-based learning (PBL) and training medical and nursing students in the leadership to participate in this process. The new curriculum includes the gradual introduction of clinical practice during First Year, integration of the basic sciences with clinical sciences, through integrated modules studied in small groups, and maintenance of the two year clerkship. The undergraduates are introduced gradually to the community: 8% of the total curriculum during First Year, 10% during Second Year, 10% during Third Year, 20% during Fourth Year, 30% during Fifth and Sixth Years. The basic health units at primary care level, and the regional specialty outpatients and hospitals at the second level, are the main teaching sites. An Education Development Committee was established to discuss the strategies for supporting the changes and to structure the planning for promoting the gradual transformation of staff development. After 18 months of implementation of the curriculum, there followed discussions and monitoring of the objectives of changes in medical education at our school. Successful implementation of the new curriculum would fail, if the objectives were not absorbed by every member of the implementation Committee.

Os significados e as implicações da extensão universitária na formação inicial e na atuação profissional em educação física

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

A formação continuada de professores do ensino superior para a atuação docente on-line: desafios e possibilidades

Pós-graduação em Educação - FCT

Apropriação das tecnologias de informação e comunicação em bibliotecas escolares em busca de um espaço dinâmico

Pós-graduação em Ciência da Informação - FFC

Análise da qualidade de vida de idosos com déficit de autocuidado através da capacitação de cuidadores informais

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

As pesquisas sobre educação em museus e centros de ciências no Brasil: estudo descritivo e analítico da produção acadêmica

Pós-graduação em Educação para a Ciência - FC

Avaliação do desempenho de alunos na elaboração do problema de pesquisa em um programa de ensino informatizado

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

A Política educacional para o Maranhão: uma (re)visão nas diretrizes e estratégias para a reestruturação do ensino médio

A presente dissertação objetiva analisar as mediações entendidas como mecanismos e ações propostas pela SEDUC/MA, a partir da LDB - Lei nº 9.394/96, das DCNEM, dos PCNEM e das Diretrizes e Estratégias para a Política Educacional do Estado do Maranhão, que orientaram a reestruturação do ensino médio. Explicita os fundamentos e os princípios da reforma do ensino médio levando em consideração o contexto socioeconômico e político que influenciaram a definição de políticas e diretrizes educacionais desde os anos de 1990; analisa as diretrizes e estratégias definidoras da política educacional no Estado e verifica a implementação das mediações adotadas pela SEDUC/MA para concretização dessa política. É uma pesquisa documental de cunho qualitativo, fundamentada no materialismo histórico dialético, tendo como procedimentos a revisão da literatura, a análise documental e a análise dos mecanismos e ações que foram adotas pela Secretaria para a implementação de sua política de ensino médio. No percurso do estudo, ficou evidenciada a influência do contexto global de mundialização do capital e de reestruturação produtiva, bem como as políticas educacionais em nível nacional sobre a política educacional maranhense. Tais influências foram explicitadas nos diplomas legais que indicaram os princípios e as diretrizes que orientaram a organização administrativa e pedagógica dos sistemas de ensino e das escolas, com destaque para a interdisciplinaridade, a contextualização e a formação de competências. O estudo demonstrou, ainda, que as diretrizes e estratégias que nortearam a política educacional do Estado do Maranhão e os mecanismos implementados para a sua efetivação - os Referenciais Curriculares do Ensino Médio, as Diretrizes para a Avaliação da Aprendizagem e o Plano de Formação -, apresentaram fragilidades em suas concepções e em seu processo de implementação com reflexo nos indicadores de desempenho escolar. Também revelou que estas estratégias não produziram a qualificação do ensino médio no Estado.

Inclusão de alunos com deficiência na aula de educação física: identificando dificuldades, ações e conteúdos para prover a formação do professor

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

O ensino de matemática: uma proposta para a aprendizagem dos números

The objective of this study is an analysis of the actions of teacherand students when inserted in the teaching-learning in mathematics classes in a class of third year of elementary school. A didactic proposal construction, was developed taking into account the history of the number as a human, considering its evolution through its conceptual nexus, so that the teaching-learning process would enable the construction of theoretical thought. This paper presents a brief study of teacher education, specifically early carrer, basing themselves in difficulties and knowledge of teaching practice and curriculum framework that guided the didactic proposal. Thus, not only students but also teachers are undergoing training. From the study for the preparation of didactic proposal, the proposal development process in teaching and learning skills and analysis of actions, it was possible to follow the movement of formation of a teacher-researcher in early carrer

Inclusão de alunos com deficiência em escolas do campo: desafios da docência em contextos multisseriados

The challenges of dealing with diversity in the school, in a society that values standards, which homogenizes subjects, have been one of the main issues raised, both by researchers in the field of education as the segments that produce the policies in our country. The teatchers transformations, in the new needs prevailing in the era of postmodernity have inspired improvements in the teaching- -learning process and provide conditions to seek training professionals aware and critical in the process of being on social diversity. The present study aimed to investigate the challenges of teaching practice in the process of inclusion of students with disabilities in public schools in the Field of Concordia-SC. Such institutions have structures in their multigrade classes and organizations – with one teatcher for all. The methodological approach was qualitative in nature, with the instruments to collect data, semi-structured interviews and non-participant observation. We research subjects, two teachers of multigrade classes, Azucena and Dalia, which have enrollment of disabled students and the schools that comprise the Concordia Field. It was observed that as a result the main themes emerged from the interviews were: 1) Valuing and respecting the characteristics and capabilities of each student, 2) Design of classroom space as heterogeneous, rich in human diversity, 3) Cooperative work as a potentiator rhythms and different styles of learning, 4) continuing training of teachers: ensuring a “know-how”. It is hoped that the results of this study contribute to the formation and performance of the teacher in the process of inclusion of students with disabilities in school areas, especially in schools field.

Educação e modos de subjetivação no capitalismo contemporâneo: reflexões a partir de Zygmunt Bauman

The article aims to give a brief reflection about education in the context of consumer society from the contemporary society analyzes performed by polish sociologist Zygmunt Bauman. It’s highlighted the relationship between the educational institution and the discourse of the market and consumption that building practices that feedback into the practices and values defended by contemporary capitalism. Also it is indicated the effects produced by this relationship on the question of teaching and learning and teacher training. Finally, the article analyzes the dilemmas of the current school in the face of the weakening of human relations and their role in addressing of the problems identified.

Expectativas de aprendizagem e processos avaliativos na educação física para os anos iniciais do ensino fundamental: análise de proposições teóricas e de perspectivas de professores

Pós-graduação em Docência para a Educação Básica - FC

A língua portuguesa no 5º ano do ensino fundamental: repertórios de ensino no contexto da Prova Brasil/ SAEB

Pós-graduação em Psicologia do Desenvolvimento e Aprendizagem - FC