Neural and computational representations of decision variables

These studies explore how, where, and when representations of variables critical to decision-making are represented in the brain. In order to produce a decision, humans must first determine the relevant stimuli, actions, and possible outcomes before applying an algorithm that will select an action from those available. When choosing amongst alternative stimuli, the framework of value-based decision-making proposes that values are assigned to the stimuli and that these values are then compared in an abstract “value space” in order to produce a decision. Despite much progress, in particular regarding the pinpointing of ventromedial prefrontal cortex (vmPFC) as a region that encodes the value, many basic questions remain. In Chapter 2, I show that distributed BOLD signaling in vmPFC represents the value of stimuli under consideration in a manner that is independent of the type of stimulus it is. Thus the open question of whether value is represented in abstraction, a key tenet of value-based decision-making, is confirmed. However, I also show that stimulus-dependent value representations are also present in the brain during decision-making and suggest a potential neural pathway for stimulus-to-value transformations that integrates these two results.

More broadly speaking, there is both neural and behavioral evidence that two distinct control systems are at work during action selection. These two systems compose the “goal-directed system”, which selects actions based on an internal model of the environment, and the “habitual” system, which generates responses based on antecedent stimuli only. Computational characterizations of these two systems imply that they have different informational requirements in terms of input stimuli, actions, and possible outcomes. Associative learning theory predicts that the habitual system should utilize stimulus and action information only, while goal-directed behavior requires that outcomes as well as stimuli and actions be processed. In Chapter 3, I test whether areas of the brain hypothesized to be involved in habitual versus goal-directed control represent the corresponding theorized variables.

The question of whether one or both of these neural systems drives Pavlovian conditioning is less well-studied. Chapter 4 describes an experiment in which subjects were scanned while engaged in a Pavlovian task with a simple non-trivial structure. After comparing a variety of model-based and model-free learning algorithms (thought to underpin goal-directed and habitual decision-making, respectively), it was found that subjects’ reaction times were better explained by a model-based system. In addition, neural signaling of precision, a variable based on a representation of a world model, was found in the amygdala. These data indicate that the influence of model-based representations of the environment can extend even to the most basic learning processes.

Knowledge of the state of hidden variables in an environment is required for optimal inference regarding the abstract decision structure of a given environment and therefore can be crucial to decision-making in a wide range of situations. Inferring the state of an abstract variable requires the generation and manipulation of an internal representation of beliefs over the values of the hidden variable. In Chapter 5, I describe behavioral and neural results regarding the learning strategies employed by human subjects in a hierarchical state-estimation task. In particular, a comprehensive model fit and comparison process pointed to the use of "belief thresholding". This implies that subjects tended to eliminate low-probability hypotheses regarding the state of the environment from their internal model and ceased to update the corresponding variables. Thus, in concert with incremental Bayesian learning, humans explicitly manipulate their internal model of the generative process during hierarchical inference consistent with a serial hypothesis testing strategy.

Professores especiais para alunos especiais: uma experiência de grupo operativo na capacitação de professores

O objetivo desta pesquisa foi estudar a contribuição que a interação vivenciada em grupos operativos pode oferecer ao desenvolvimento da capacidade de aprendizagem no amplo processo de capacitação docente, numa perspectiva psicopedagógica. Buscou-se perceber como a técnica dos grupos operativos contribuiria para a modificação da pratica pedagógica desenvolvida por professores de aceleração de aprendizagem no sentido de otimizar os resultados do trabalho por eles desenvolvidos junto aos alunos dessas classes.Foram acompanhados, em dinâmica de grupo operativo, vinte docentes de classes de aceleração incluídos em um projeto de capacitação para professores desenvolvido em Mangaratiba, RJ. A tarefa explicita nesse grupo foi a elaboração de temas sobre a aprendizagem dos alunos e dos professores, considerando a auto-estima acadêmica de ambos.A base teórica adotada foi a Epistemologia Convergente, na qual Jorge Visca propõe um modelo específico de intervenção psicopedagógica. Neste modelo, a perspectiva relacional está fundada nas contribuições da psicologia social, conforme é compreendida por Pichon-Riviére. Aí, a técnica dos grupos operativos é utilizada para favorecer o desenvolvimento relacional do grupo participante, otimizando suas possibilidades de aprender. Realizou-se então, uma intervenção psicopedagógica para a capacitação de docentes de classe de aceleração de aprendizagem e um dos instrumentos dessa intervenção foi a vivencia em grupo operativo. A pesquisa acompanhou o desenvolvimento desse grupo observando e interagindo para que se produzissem os movimentos que contribuíram para mobilizar a resignificação do modelo de aprendizagem dos seus membros.Essa resignificação possibilitou ao professor considerar a capacidade para aprender em grupo fator de grande importância na tarefa docente, aspecto considerado original na capacitação realizada. Os resultados qualitativos observados tornaram-se explícitos ao longo da vivencia grupal na significativa mudança da relação do grupo com a produção de conhecimento e da auto-estima profissional dos participantes. A pesquisa concluiu que os processos de capacitação docente devem continuar buscando alternativas mais coerentes com os aspectos que se deseja formar nos professores e apresenta os grupos operativos como estratégia psicopedagógica de excelentes possibilidades na capacitação dos mesmos.Enfatiza ainda, a possibilidade de reconstrução do sentido e pratica da cidadania na dinâmica desses grupos já que neles, os sujeitos encontram oportunidades de redefinição dos papeis que desempenham, pelo exercício da flexibilização dos mesmos. Confirma a certeza de que o professor que poderá ensinar a construir conhecimento deverá, ele mesmo, ter construído o seu como a condição para que possa ajudar o aluno a superar as inúmeras dificuldades inerentes à aprendizagem presentes nas estruturas sociais, nos sistemas escolares e em sua própria historia pessoal. É nessa superação que alunos e professores já marcados pelas vivências de fracasso escolar poderão retomar no grupo social a construção de sua condição cidadã, justificando o empenho realizado pela educação escolar.

基于SPEM2XPDL模型转换的软件过程执行

SPEM(software process engineering metamodel)是国际标准化组织制定的标准元模型,正日益成为软件过程建模领域的行业标准,但在过程执行方面,SPEM还存在不足.将软件过程看作是一种特殊的工作流,提出了一种应用工作流运行机制支持软件过程执行的方法.通过将SPEM模型转换为XPDL(XML process definition language)模型,利用XPDL引擎支持SPEM模型的执行.制定了SPEM和XPDL之间的映射规则,设计了转换算法并开发了转换引擎.该方法被应用在SoftPM项目中,成功地基于XPDL引擎Shark实现了对软件过程模型的执行支持.

SPEM2XPDL模型转换研究

将软件过程技术与工作流技术相结合,严格定义了SPEM2XPDL模型转换规则,设计并实现了一个SPEM2XPDL模型转换引擎.此引擎将SPEM描述的软件过程转换为符合工作流定义(XPDL)的工作流过程,从而可基于工作流管理系统对软件过程提供执行支持.SPEM模型经引擎转换后在工作流管理系统Shark上的成功执行表明了引擎的可用性.

Molecular biotechnology of marine algae in China

Molecular biotechnology of marine algae is referred to as the biotechnology on the identification, modification, production and utilization of marine algal molecules. It involves not only the manipulation of macromolecules such as DNA, RNA and proteins, but also deals with low molecular weight compounds such as secondary metabolites. In the last decade, molecular systematic researches to investigate the relationship and to examine the evolutionary divergence among Chinese marine algae have been carried out by Chinese scientists. For example, RAPD has been widely used in several laboratories to elucidate genetic variations of the reds, such as Porphyra, Gracilaria, Grateloupia and the greens such as Ulva and Enteromorpha. Some important data have been obtained. The study on molecular genetic markers for strain improvement is now in progress. In 1990s, genetic engineering of economic seaweeds such as Laminaria, Undaria, Porphyra, Gracilaria and Grateloupia has been studied in China. For Laminaria japonica, the successfully cultivated kelp in China, a model transformation system has been set up based on the application of plant genetic techniques and knowledge of the algal life history. Progress has been made recently in incorporating a vaccine gene into kelp genome. Evidence has been provided showing the expression of gene products as detectable vaccines. In the present paper, the progress of molecular biotechnological studies of marine algae in China, especially researches on elucidating and manipulating nucleic acids of marine algae, are reviewed.

Visualization of polyphonic voices inter-animation in CSCL chats

Trausan-Matu, S., & Dascalu, M. (2015). Visualization of Polyphonic Voices Inter-animation in CSCL Chats. Revista Romana de Interactiune Om-Calculator, 8(4), 305–322.

Efficacy of a powered wheelchair simulator for school aged children: A randomised controlled trial.

Purpose: To determine the efficacy of a custom made wheelchair simulation in training children to use a powered wheelchair (PWC). Design: Randomised controlled trial employing the 4C/ID-model of learning. Twenty-eight typically developing children (13M, 15F; mean age 6 years, SD 6 months) were assessed on their operation of a PWC using a functional evaluation rating scale. Participants were randomly assigned to intervention (8x 30minute training sessions using a joystick operated wheelchair simulation) or control conditions (no task), and were re-assessed on their PWC use following the intervention phase. Additional data from the simulation on completion times, errors and total scores were recorded for the intervention group. Results: Analysis of variance showed a main effect of time, with planned comparisons revealing a statistically significant change in PWC use for the intervention (p = 0.022) but not the control condition. Whilst the intervention group showed greater improvement than the controls this did not reach statistical significance. Multiple regression analyses showed that gender was predictive of pre-test (p = 0.005) functional ability. Implications: A simulated wheelchair task appears to be effective in helping children learn to operate a PWC. Greater attention should be given to female learners who underperformed when compared to their male counterparts. This low cost intervention could be easily employed at home to reduce PWC training times in children with motor disorders.

Instrumentos Orff : unidade de aprendizagem baseada no modelo IMS-LD

O objectivo desta dissertação é a exploração da aplicabilidade do modelo IMS – Learning Design, e respectivas ferramentas de suporte, através da criação e desenvolvimento de uma unidade de aprendizagem sobre Instrumentos Orff, baseada neste modelo, para professores do 1º Ciclo do Ensino Básico. A metodologia utilizada foi o estudo de caso de índole exploratória. Foi efectuada uma revisão da literatura que incidiu essencialmente sobre o e-learning e o IMS – Learning Design, seguindo-se a criação das estratégias didácticas e da planificação de toda a Unidade de Aprendizagem sobre Instrumentos Orff. O passo seguinte foi a criação e desenvolvimento da Unidade de Aprendizagem, que culminou com a implementação dos pacotes IMS/SCORM finais do aluno e do professor. A avaliação dos materiais desenvolvidos foi efectuada através de questionários a que responderam um grupo de alunos e de professores. Como forma de conclusão deste trabalho de investigação, foi realizada uma reflexão sobre o modelo IMS – Learning Design e as actuais ferramentas de apoio à implementação. ABSTRACT: The purpose of this dissertation is the exploration of the model IMS – Learning Design and supporting tools applicability, through the creation and development of a learning unit on Orff Instruments based on the model for 1st Basic Teaching Cycle. Method used was an exploratory case study. A complete overview of relevant literature has been done, essentially on elearning and IMS – Learning Design, followed by the building of learning and planning strategies for the whole Learning Unit on Orff Instruments. The following step was the creation and the development of the Learning Unit, that leaded to the final version IMS/SCORM of student’s and teacher’s final package. The evaluation of the materials developed has been done through an inquest targeted to teachers and students. As a conclusion of this investigation, a complete reflection and overview of the IMS Model-Learning Design and its Current supporting tools to it implementation is presented.

Avaliação do mestrado multimédia em educação da Universidade de Aveiro

A preocupação com a qualidade do ensino online tem vindo a aumentar, emconsequência da expansão de cursos na Internet que, frequentemente, possuem um fraco ou nulo interesse de aprendizagem. Com o desígnio demudar o rumo é necessário avaliar para que se tome consciência dos errosque se cometem e das verdadeiras potencialidades deste modelo de ensino. O intuito desta dissertação foi elaborar uma avaliação da parte curricular doMestrado em Multimédia em Educação 2002/2004, que decorreu naUniversidade de Aveiro e, com suporte nesse trabalho, propor um referencial para a avaliação de acções de pós-graduação que utilizem um modelo de ensino baseado em tecnologias eLearning. A avaliação do presente Mestrado surge da necessidade de aferir qual o realimpacto do modelo de ensino utilizado, pois pela primeira vez em Portugal foi leccionado um curso de pós-graduação com base em suportes tecnológicos, que permitiam, aos alunos e professores, a construção de conhecimento sema necessidade permanente da presença física numa sala de aula. Para possibilitar esta avaliação foi necessário construir um referencial contendo aspectos que influenciaram no processo de ensino/aprendizagem. O estudo foi efectuado tendo em conta a percepção dos intervenientes, que foirecolhida através de questionários, e da análise dos registos da plataforma,que suportou, em termos tecnológicos, a maioria das comunicações viaInternet. Para avaliar é fundamental saber o que se pretende analisar, por conseguinteao longo deste projecto foi elaborado um referencial que suporta todo oprocesso de avaliação. As suas categorias são as seguintes: perfil dos alunos, modelo de aprendizagem, atitudes dos intervenientes, pedagogia, tecnologia, aspectos logísticos e apreciação global. Para especificar cada categoria foram delineadas algumas dimensões,que, por sua vez, foram mensuradas a partir de um conjunto de indicadores. Esta dissertação tem a pretensão de oferecer uma ferramenta avaliativa para todos aqueles que de alguma forma interfiram no processo de ensino online, possibilitando a tomada de consciência dos aspectos críticos que devem ser ponderados em toda a acção educativa. ABSTRACT: The concern with the quality of education online has come to increase, inconsequence of the expansion of courses in the Internet that, frequently, possess a weak or null interest of learning. With the design to change the pathit is necessary to evaluate so that if it takes conscience of the errors that ifcommit and the true potentialities of this model of education. The intentionof this dissertation was to elaborate an evaluation of curricularpart of the Master’s in Multimedia in Education 2002/2004, that it elapsed in the University of Aveiro and, with base in this work, to consider a referential for theevaluation of after-graduation eventsthat use a model of education based on technologies eLearning. The evaluation of the Master’s appears of the necessity to survey which the real impact of the model of used education, therefore in Portugal a after-graduation course was teach for the first time on the basis of technological supports, that the student and teachers allowed to the construction ofknowledge without the permanent necessity of the physical presence in aclassroom. To make possible this evaluation was necessary to construct a referential contend aspects that had influenced in the teaching/apprenticeship process. The study it was realize having in account the perception of the intervenient,that it was collected through questionnaire, and the analysis of the registers of the platform,that it supported, in technological terms, the majority of thecommunications trough Internet. To evaluate it is basic to know what if it intends to analyze, therefore to long ofthis project was elaborated a referential that supports the evaluation process all. Its categories are the following ones: profile of the students, attitudes ofintervenient, model of learning, pedagogy, technology, logistic aspects, and global appreciation. To specify each category some dimensions had been delineated, which,for its time, had been observed from a set of indicators. This dissertation has the pretension to offer to a tool for all those that of someform intervene with the education process online, making possible the taking of conscience of the critical aspects that must be weighed in the entire educativeevents.

Génération et reconnaissance de rythmes au moyen de réseaux de neurones à réservoir

Les fichiers sons qui accompagne mon document sont au format midi. Le programme que nous avons développés pour ce travail est en language Python.

Pratiques éducatives et facteurs favorisant l’application des connaissances acquises pour le développement professionnel infirmier

Travail dirigé présenté à la Faculté des sciences infirmières en vue de l’obtention du grade de Maître ès sciences (M.Sc.) en sciences infirmières option formation des sciences infirmières

Modellbasiertes Service Level Management verteilter Anwendungssysteme

Zur Senkung von Kosten werden in vielen Unternehmen Dienstleistungen, die nicht zur Kernkompetenz gehören, an externe Dienstleister ausgelagert. Dieser Prozess wird auch als Outsourcing bezeichnet. Die dadurch entstehenden Abhängigkeiten zu den externen Dienstleistern werden mit Hilfe von Service Level Agreements (SLAs) vertraglich geregelt. Die Aufgabe des Service Level Managements (SLM) ist es, die Einhaltung der vertraglich fixierten Dienstgüteparameter zu überwachen bzw. sicherzustellen. Für eine automatische Bearbeitung ist daher eine formale Spezifikation von SLAs notwendig. Da der Markt eine Vielzahl von unterschiedlichen SLM-Werkzeugen hervorgebracht hat, entstehen in der Praxis Probleme durch proprietäre SLA-Formate und fehlende Spezifikationsmethoden. Daraus resultiert eine Werkzeugabhängigkeit und eine limitierte Wiederverwendbarkeit bereits spezifizierter SLAs. In der vorliegenden Arbeit wird ein Ansatz für ein plattformunabhängiges Service Level Management entwickelt. Ziel ist eine Vereinheitlichung der Modellierung, so dass unterschiedliche Managementansätze integriert und eine Trennung zwischen Problem- und Technologiedomäne erreicht wird. Zudem wird durch die Plattformunabhängigkeit eine hohe zeitliche Stabilität erstellter Modelle erreicht. Weiteres Ziel der Arbeit ist, die Wiederverwendbarkeit modellierter SLAs zu gewährleisten und eine prozessorientierte Modellierungsmethodik bereitzustellen. Eine automatisierte Etablierung modellierter SLAs ist für eine praktische Nutzung von entscheidender Relevanz. Zur Erreichung dieser Ziele werden die Prinzipien der Model Driven Architecture (MDA) auf die Problemdomäne des Service Level Managements angewandt. Zentrale Idee der Arbeit ist die Definition von SLA-Mustern, die konfigurationsunabhängige Abstraktionen von Service Level Agreements darstellen. Diese SLA-Muster entsprechen dem Plattformunabhängigen Modell (PIM) der MDA. Durch eine geeignete Modelltransformation wird aus einem SLA-Muster eine SLA-Instanz generiert, die alle notwendigen Konfigurationsinformationen beinhaltet und bereits im Format der Zielplattform vorliegt. Eine SLA-Instanz entspricht damit dem Plattformspezifischen Modell (PSM) der MDA. Die Etablierung der SLA-Instanzen und die daraus resultierende Konfiguration des Managementsystems entspricht dem Plattformspezifischen Code (PSC) der MDA. Nach diesem Schritt ist das Managementsystem in der Lage, die im SLA vereinbarten Dienstgüteparameter eigenständig zu überwachen. Im Rahmen der Arbeit wurde eine UML-Erweiterung definiert, die eine Modellierung von SLA-Mustern mit Hilfe eines UML-Werkzeugs ermöglicht. Hierbei kann die Modellierung rein graphisch als auch unter Einbeziehung der Object Constraint Language (OCL) erfolgen. Für die praktische Realisierung des Ansatzes wurde eine Managementarchitektur entwickelt, die im Rahmen eines Prototypen realisiert wurde. Der Gesamtansatz wurde anhand einer Fallstudie evaluiert.

New delay-dependent stability criteria for uncertain neutral systems with mixed time-varying delays and nonlinear perturbations

The problem of stability analysis for a class of neutral systems with mixed time-varying neutral, discrete and distributed delays and nonlinear parameter perturbations is addressed. By introducing a novel Lyapunov-Krasovskii functional and combining the descriptor model transformation, the Leibniz-Newton formula, some free-weighting matrices, and a suitable change of variables, new sufficient conditions are established for the stability of the considered system, which are neutral-delay-dependent, discrete-delay-range dependent, and distributeddelay-dependent. The conditions are presented in terms of linear matrix inequalities (LMIs) and can be efficiently solved using convex programming techniques. Two numerical examples are given to illustrate the efficiency of the proposed method

Dental training system using haptic technology

In the U.K., dental students require to perform training and practice on real human tissues at the very early stage of their courses. Currently, the human tissues, such as decayed teeth, are mounted in a human head like physical model. The problems with these models in teaching are; (1) every student operates on tooth, which are always unique; (2) the process cannot be recorded for examination purposes and (3) same training are not repeatable. The aim of the PHATOM Project is to develop a dental training system using Haptic technology. This paper documents the project background, specification, research and development of the first prototype system. It also discusses the research in the visual display, haptic devices and haptic rendering. This includes stereo vision, motion parallax, volumetric modelling, surface remapping algorithms as well as analysis design of the system. A new volumetric to surface model transformation algorithm is also introduced. This paper includes the future work on the system development and research.

Tele-education environment and didactic iconography in sexual transmitted diseases

The field of advertising has developed techniques of mass communication and rapid transmission of information. Among these techniques are slogans and iconographies. This work used such tools for educational purposes and was divided into three modules. Module 1 evaluated the use of simplified textual communication (slogans) about the subject Sexually Transmitted Diseases. It was applied to third-year medical students, which had not taken the course on this theme. To evaluate the impact of the textual communication form (slogans), long phrases were elaborated in scientific language containing 15 topics. From these long phrases, compact phrases were developed using techniques of the advertising area for elaboration of slogans. Three forms of didactic material about that theme were developed. The first form consisted of long phrases in descriptive topics, using scientific language. The second was constituted exclusively of compact phrases in the form of slogans, and the third was composed of the combination of the two previous forms. Then, 10 multiple-choice questions were elaborated and applied in two phases. In the first phase, application occurred immediately after the reading of didactic texts; in the second phase, it happened 60 days after the reading. For statistical analysis, Snedcor's F test was used for analysis of variance, at 5% significance level. There was an increase in memorization by students who read the material containing the association between long phrases and slogans, which indicates that the latter, when used as an auxiliary model of learning, can bring significant benefits for education. Module 2 consisted of analyzing the elaboration of educational videos produced in graphic computing (called iconographies) for development of dynamic communication means. The theme Hair Cycle was utilized. Viability of high quantities of information in few minutes of animation could be demonstrated together with the advantage of presenting the process in a dynamic form without wasting scientific details. Module 3 presented the inclusion of slogans in educational videos produced in graphic computing about the Hair Cycle, showing a new tool for rapid and efficient transference of data. Slogans and iconographies, when utilized in educational material, can bring significant benefits for the student's learning.