A Markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach

The research on multiple classifiers systems includes the creation of an ensemble of classifiers and the proper combination of the decisions. In order to combine the decisions given by classifiers, methods related to fixed rules and decision templates are often used. Therefore, the influence and relationship between classifier decisions are often not considered in the combination schemes. In this paper we propose a framework to combine classifiers using a decision graph under a random field model and a game strategy approach to obtain the final decision. The results of combining Optimum-Path Forest (OPF) classifiers using the proposed model are reported, obtaining good performance in experiments using simulated and real data sets. The results encourage the combination of OPF ensembles and the framework to design multiple classifier systems. © 2011 Springer-Verlag.

Public policies for equality: Towards universal social protection systems

Incluye bibliografía.

Corpo, contemporaneidade, juventudes e escola

Pós-graduação em Educação para a Ciência - FC

Education for Energy Efficiency through an Educational Game

This paper presents an assessment of an educational game for teaching the efficient use of electricity. Developed with Adobe Flash (R), it is a virtual board game where participants choose a car that starts the path and reaches the same final goal, going through a number of track steps defined in terms of a dice that each player rolls in turn. The car moves if the participant is able to correctly answer a question that is randomly generated by the software. The objective of the game is to answer questions related to energy efficiency promoting a healthy and attractive learning process for participants on concepts related to energy efficiency such as: the rational use of energy, the basic concepts of forms of energy generation, among others. The main objective of this paper is to assess the impact of the application of this virtual game in the teaching and learning process of high school students. Therefore, the game was applied in the discipline of physics in a class of junior high public school in the state of Sao Paulo. Initially, the class that had 43 students was divided into 10 groups of 4 students, and 1 group of 3 students. Each student group competed with one another. The idea was that each of them should indicate a student who was the representative of this group until only 4 group leaders were selected for the finals. At this stage, each student could interact with a group of up to ten students that acted as advisers. The adopted assessment process is based on the model proposed by Savi [7]. Then, at the end of the game, the students answered a prepared questionnaire based on the model proposed by Savi. According to Savi, although there are significant studies that show the importance of educational games for the process of cognitive development and learning concepts of students, there are few papers that present forms of assessing the potential of these resources. Thus, the assessment criteria proposed by Savi are based on the model of training evaluation by Kirkpatrick [3], taken as a reference to measure the efficiency of processes of continuing education courses for professionals. The authors assert that the metric of the evaluation proposed to assess the game is based on the first level of the model proposed by Kirkpatrick.

Sealing composite with defective margins, good care or over treatment? results of a 10-year clinical trial

Purpose: The objective of this study was to clinically evaluate sealed composite restorations after 10 years and compare their behavior with respect to controls. Methods and Materials: The cohort consisted of 20 patients aged 18 to 80 years with 80 composite restorations. All participants in the sealing and no-treatment groups presented with clinical features for the marginal adaptation that deviated from the ideal and were rated Bravo (United States Public Health Service criteria). Composites with Alfa values for the marginal adaptation were used as the positive control. Results: The marginal adaptation behavior was similar between the sealing and control (+) groups, with a high frequency of Bravo values in the 10th year (80% and 51%, respectively). Most of the no-treatment (-) group maintained the Bravo values (91%) for 10 years, although some restorations (9%) progressed to Charlie values. The anatomy parameter differed significantly between the first and 10th years, with deterioration in all three groups (p,0.05). The secondary caries parameter had a similar behavior in the three groups (p.0.05). Conclusions: Sealing the margins of the composite resin restorations had no significant effect compared with the control groups, under the conditions of this study. Sealing the restorations substantially improved the marginal staining and marginal adaptation parameters, although by the tenth year they were similar to the group without intervention.

Demokratie, good governance und Entwicklung: Eine quantitative Analyse für 191 Staaten im Zeitraum 1996 bis 2005

Das Jahr 1989 markiert nicht nur den Beginn entscheidender geopolitischer Veränderungen, sondern gleichzeitig den Ursprung eines bedeutsamen Wandels in der internationalen Entwicklungszusammenarbeit. Mit der viel beachteten Studie ‚Sub-Saharan Africa – From Crisis to Sustainable Growth’ initiierte die Weltbank eine Debatte über die Relevanz institutioneller Faktoren für wirtschaftliche Entwicklung, die in den folgenden Jahren unter dem Titel ‚Good Governance’ erhebliche Bedeutung erlangte. Nahezu alle zentralen Akteure begannen, entsprechende Aspekte in ihrer praktischen Arbeit zu berücksichtigen, und entwickelten eigene Konzepte zu dieser Thematik. Wenn auch mit der Konzentration auf Institutionen als Entwicklungsdeterminanten eine grundlegende Gemeinsamkeit der Ansätze festzustellen ist, unterscheiden sie sich jedoch erheblich im Hinblick auf die Einbeziehung politischer Faktoren, so dass von einem einheitlichen Verständnis von ‚Good Governance’ nicht gesprochen werden kann. Während die meisten bilateralen Akteure sowie DAC und UNDP Demokratie und Menschenrechte explizit als zentrale Bestandteile betrachten, identifiziert die Weltbank einen Kern von Good Governance, der unabhängig von der Herrschaftsform, also sowohl in Demokratien wie auch in Autokratien, verwirklicht werden kann. Die Implikationen dieser Feststellung sind weit reichend. Zunächst erlaubt erst diese Sichtweise der Bank überhaupt, entsprechende Aspekte aufzugreifen, da ihr eine Berücksichtigung politischer Faktoren durch ihre Statuten verboten ist. Bedeutsamer ist allerdings, dass die Behauptung der Trennbarkeit von Good Governance und der Form politischer Herrschaft die Möglichkeit eröffnet, Entwicklung zu erreichen ohne eine demokratische Ordnung zu etablieren, da folglich autokratische Systeme in gleicher Weise wie Demokratien in der Lage sind, die institutionellen Voraussetzungen zu verwirklichen, welche als zentrale Determinanten für wirtschaftlichen Fortschritt identifiziert wurden. Damit entfällt nicht nur ein bedeutsamer Rechtfertigungsgrund für demokratische Herrschaft als solche, sondern rekurrierend auf bestimmte, dieser zu attestierende, entwicklungshemmende Charakteristika können Autokratien nun möglicherweise als überlegene Herrschaftsform verstanden werden, da sie durch jene nicht gekennzeichnet sind. Die Schlussfolgerungen der Weltbank unterstützen somit auch die vor allem im Zusammenhang mit der Erfolgsgeschichte der ostasiatischen Tigerstaaten vertretene Idee der Entwicklungsdiktatur, die heute mit dem Aufstieg der Volksrepublik China eine Renaissance erlebt. Der wirtschaftliche Erfolg dieser Staaten ist danach auf die überlegene Handlungsfähigkeit autokratischer Systeme zurückzuführen, während Demokratien aufgrund der Verantwortlichkeitsbeziehungen zwischen Regierenden und Regierten nicht in der Lage sind, die notwendigen Entscheidungen zu treffen und durchzusetzen. Die dargestellte Sichtweise der Weltbank ist allerdings von verschiedenen Autoren in Zweifel gezogen worden, die auch für ein im Wesentlichen auf technische Elemente beschränktes Good Governance-Konzept einen Zusammenhang mit der Form politischer Herrschaft erkennen. So wird beispielsweise vertreten, das Konzept der Bank bewege sich ausdrücklich nicht in einem systemneutralen Vakuum, sondern propagiere zumindest implizit die Etablierung demokratischer Regierungsformen. Im Übrigen steht die aus den Annahmen der Weltbank neuerlich abgeleitete Idee der Entwicklungsdiktatur in einem erheblichen Widerspruch zu der von multilateralen wie bilateralen Akteuren verstärkt verfolgten Förderung demokratischer Herrschaft als Mittel für wirtschaftliche Entwicklung sowie der fortschreitenden Verbreitung der Demokratie. Besteht nun doch ein Einfluss der Herrschaftsform auf die Verwirklichung von Good Governance als zentraler Entwicklungsdeterminante und kann zudem davon ausgegangen werden, dass Demokratien diesbezüglich Vorteile besitzen, dann ist eine Entwicklungsdiktatur keine denkbare Möglichkeit, sondern im Gegenteil demokratische Herrschaft der gebotene Weg zu wirtschaftlichem Wachstum bzw. einer Verbesserung der Lebensverhältnisse. Aufgrund der mit den Schlussfolgerungen der Weltbank verbundenen bedeutsamen Implikationen und der bisher weitestgehend fehlenden ausführlichen Thematisierung dieses Gegenstands in der Literatur ist eine detaillierte theoretische Betrachtung der Zusammenhänge zwischen den zentralen Elementen von Good Governance und demokratischer Herrschaft notwendig. Darüber hinaus sollen die angesprochenen Beziehungen auch einer empirischen Analyse unterzogen werden. Gegenstand dieser Arbeit ist deshalb die Fragestellung, ob Good Governance eine von demokratischer Herrschaft theoretisch und empirisch unabhängige Entwicklungsstrategie darstellt.

Examining the Role of Vocational Rehabilitation on Access to Care and Public Health Outcomes for People Living with HIV/AIDS

The purpose of this study is to examine the role of vocational rehabilitation services in contributing to the goals of the National HIV/AIDS strategy. Three key research questions are addressed: (a) What is the relationship among factors associated with the use of vocational rehabilitation services for people living with HIV/AIDS? (b) Are the factors associated with use of vocational rehabilitation also associated with access to health care, supplemental employment services and reduced risk of HIV transmission? And (c) What unique role does use of vocational rehabilitation services play in access to health care and HIV prevention? Survey research methods were used to collect data from a broad sample of volunteer respondents who represented diverse racial (37% Black, 37% White, 18% Latino, 7% other), gender (65% male, 34% female, 1% transgender) and sexual orientation (48% heterosexual, 44% gay, 8% bisexual) backgrounds. The fit of the final structural equation model was good (root mean square error of approximation = .055, Comparative Fit Index=.953, Tucker Lewis Index=.945). Standardized effects with bootstrap confidence intervals are reported. Overall, the findings support the hypothesis that vocational rehabilitation services can play an important role in health and prevention strategies outlined in the National HIV/AIDS strategy.

Uncovering poiesis : the role of production in technical communication, work, and public life

This dissertation is a report on a collaborative project between the Computer Science and the Humanities Departments to develop case studies that focus on issues of communication in the workplace, and the results of their use in the classroom. My argument is that case study teaching simulates real-world experience in a meaningful way, essentially developing a teachable way of developing phronesis, the reasoned capacity to act for the good in public. In addition, it can be read as a "how-to" guide for educators who may wish to construct their own case studies. To that end, I have included a discussion of the ethnographic methodologies employed, and how it was adapted to our more pragmatic ends. Finally, I present my overarching argument for a new appraisal of the concept of techné. This reappraisal emphasizes its productive activity, poiesis, rather than focusing on its knowledge as has been the case in the past. I propose that focusing on the telos, the end outside the production, contributes to the diminishment, if not complete foreclosure, of a rich concept of techné.

Medicaid Expansion – Good Jobs, Good Health

A Montana Public Radio Commentary by Evan Barrett. Published newspaper columns written by Evan Barrett on this topic, which vary somewhat in content from this commentary, appeared in the following publications: Missoulian, May 16, 2014 Montana Standard, May 16, 2014

Runaway and Throwaway Youth: Time for Policy Changes and Public Responsibility

The traditional American dream of owning a home, obtaining a college education, and working at a good, paying job is only that, a dream, for scores of homeless youth in America today. There is a growing street population of young people who have been thrown out of their homes by their caretakers or their families, and who face life-threatening situations each day. For these youth, the furthest thing in their lives is reaching the so-called “American Dream;” and their most immediate need is survival, simply living out the day in front of them. They have few options that lead to a decent and safe living environment. Their age, lack of work experience, and absence of a high school diploma make it most difficult to find a job. As a result, they turn to other means for survival; runaways and throwaways are most vulnerable to falling prey to the sex trade, selling drugs, or being lured into human trafficking, and some steal or panhandle. Street youth end up spending their nights in bus stations or finding a room in an abandoned building or an empty stairwell to sleep. Attempting to identify a specific number of homeless youth is difficult at best, but what is even more perplexing is our continued inability to effectively protect our children. We are left with a basic question framed by the fundamental tenets of justice: what is a community’s responsibility to its youth who, for whatever reason, end up living on the streets or in unsafe, abusive environments? The purpose of this paper is to briefly outline the characteristics of homeless youth, in particular differentiating between throwaways and runaways; explore the current federal response to homeless youth; and finally, address the nagging question that swirls around all children: can we aggressively aspire to be a community where every child is healthy and safe, and able to realize his or her fullest potential?

Patient satisfaction and nursing staff work satisfaction in an urban public teaching hospital

This study examined the level of patient satisfaction and nursing staff work satisfaction at an urban public hospital in the Southwestern United States. The primary objectives of this study were to determine: (1) the level of overall patient satisfaction and satisfaction with specific dimensions of hospital care; (2) the differences in patient satisfaction according to demographic characteristics (age, gender, ethnicity, and education completed) and predispositional factors (perceived health status, perceived level of pain, prior contact with the hospital, and hospital image) and the relative importance of each variable on patient satisfaction; (3) the level of overall work satisfaction and satisfaction with specific dimensions of work experienced by the medical/surgical nursing staff; (4) the differences in work satisfaction experienced by the nursing staff based on demographic variables (age, gender, ethnicity, and marital status) and professional factors (education completed, staff position, the number of years employed with the hospital, and number of years employed in nursing) and the relative importance of each variable on work satisfaction; and (5) to determine the effect of the nursing work milieu on patient and staff satisfaction.^ The study findings showed that patients experienced a moderate to low level of satisfaction with the dimensions of hospital care (admission process, daily care, information, nursing care, physician care, other hospital staff, living arrangements, and overall care). Of the eight dimensions of care, patients reported a relatively positive level of satisfaction (75 percent or better) with only one dimension: physician care. Ethnicity, perceived health status, and hospital image were significantly related to patient satisfaction. Hispanic patients, those who were in good health, and those who felt the hospital had a good image in their community were most satisfied with hospital care. Patients also reported areas of hospital care that needed the most improvement. Responses included: rude staff, better nursing care, and better communication.^ Findings from the nursing satisfaction survey indicated a low level of satisfaction with the dimensions of work (autonomy, pay, professional status, interaction, task requirements, and organizational policies). Only one dimension of work, professional status, received a mean satisfaction score in the positive range. Additionally, staff members were unanimously dissatisfied with their salaries. Frequently mentioned work-related problems reported by the staff included: staffing shortages, heavy patient loads. and excessive paperwork.^ The nursing milieu appeared to have had a significant effect on the satisfaction levels of patients nursing staff employees. The nursing staff were often short staffed, which increased the patient-to-nurse ratio. Consequently, patients did not receive the amount of attention and care they expected from the nursing staff. Crowded patient rooms allowed for little personal space and privacy. Dissatisfaction with living conditions served to influence patients' attitudes and satisfaction levels. These frustrations were often directed toward their primary caregivers, the nursing staff. Consequently, the nursing milieu appeared to directly affect and influence the satisfaction levels of both patients and staff. (Abstract shortened by UMI). ^

Governance of Digital Game Environments and Cultural Diversity : Transdisciplinary Enquiries

Digital game environments are of increasing economic, social and cultural value. As their influence on diverse facets of life grows, states have felt compelled to intervene and secure some public interests. Yet, the contours of a comprehensive governance model are far from recognisable and governments are grappling with the complexity and fluidity of online games and virtual worlds as private spaces and as experimentation fields for creativity and innovation. This book contributes to a more comprehensive and fine-grained understanding of digital game environments, which is a precondition for addressing any of the pressing governance questions posed. Particular attention is given to the concept and policy objective of cultural diversity, which also offers a unique entry point into the discussion of the appropriate legal regulation of digital games. Governance of Digital Game Environments and Cultural Diversity will be of interest to researchers of media law, internet law and governance, cultural studies, anthropology and sociology. As the book addresses a highly topical theme, it will attract the attention of policymakers at national, regional and international levels and will also serve as a great resource tool for scholars in new media and, in particular, digital games and virtual worlds.