Contribuição ao desenvolvimento de ontologias para processos petroquímicos : estudo de caso em uma planta DEA

In the last decades, the oil, gas and petrochemical industries have registered a series of huge accidents. Influenced by this context, companies have felt the necessity of engaging themselves in processes to protect the external environment, which can be understood as an ecological concern. In the particular case of the nuclear industry, sustainable education and training, which depend too much on the quality and applicability of the knowledge base, have been considered key points on the safely application of this energy source. As a consequence, this research was motivated by the use of the ontology concept as a tool to improve the knowledge management in a refinery, through the representation of a fuel gas sweetening plant, mixing many pieces of information associated with its normal operation mode. In terms of methodology, this research can be classified as an applied and descriptive research, where many pieces of information were analysed, classified and interpreted to create the ontology of a real plant. The DEA plant modeling was performed according to its process flow diagram, piping and instrumentation diagrams, descriptive documents of its normal operation mode, and the list of all the alarms associated to the instruments, which were complemented by a non-structured interview with a specialist in that plant operation. The ontology was verified by comparing its descriptive diagrams with the original plant documents and discussing with other members of the researchers group. All the concepts applied in this research can be expanded to represent other plants in the same refinery or even in other kind of industry. An ontology can be considered a knowledge base that, because of its formal representation nature, can be applied as one of the elements to develop tools to navigate through the plant, simulate its behavior, diagnose faults, among other possibilities

Playgrounds going wrong: study of the adult style and children's rights during recess in an early childhood and primary education center

Recent perspectives on Pedagogy for Early Childhood Education emphasize children's participation in line with the Children's Rights Convention. The study aimed to analyse how children's rights are dealt with during recess in a school (Early Childhood and Primary Education) in Portugal. The aims were: to characterize the style of the adult (teaching assistants) and the interactions that are established with the children at the playground/recess, and analyse them in terms of children's rights. The qualitative approach was based on the observation during the recess for three weeks. The Adult Style Observation Schedule for Early Childhood Education (ASOS-ECE) was used to register and code the dynamics of six teaching assistants (3 ECE and 3 PE). Critical incidents were also registered. Statistical analysis of the ASOS-ECE levels were complemented with the content analysis of the notes. The playground space was quite limited and affected children's play and well-being. The outdoor playground was never used for the Early Childhood classes, only for Primary Education students but with little supervision. Children were often deprived of playground time by decision of the teaching assistants, as punishment. The results obtained through the Adult Style Observation Schedule for Early Childhood Education (ASOS-ECE) are not satisfactory and are below what would meet the minimum quality value (3,5). For Early Childhood Education, sensibility is the most valued dimension but with very low levels (<2,5). For Primary Education it was autonomy that scored highest (<2,5). The analysis of the notes/critical incidents highlighted articles 12 (expression of own views), 13 (freedom of expression), 19 (protection against violence), 29 (development of personality) and 31 (rest and leisure, play and recreational activities) as being put into question by actions of the adults responsible for the children. Children's rights and well-being need to be put forward in the knowledge base for all adults working with children so that Pedagogy can fulfil its purpose fully.

Digging Deeper than Platinum: South Africa's Participation in an Emergent Fuel Cell Industry

Thesis (Master, Environmental Studies) -- Queen's University, 2016-09-09 11:52:31.446

Partner relationship in couples living with atrial fibrillation

The aim of this thesis was to describe and explore how the partner relationship of patient–partner dyads isaffected following cardiac disease and, in particular, atrial fibrillation (AF) in one of the spouses. The thesis is based on four individual studies with different designs: descriptive (I), explorative (II, IV), and cross-sectional (III). Applied methods comprised a systematic review (I) and qualitative (II, IV) and quantitative methods (III). Participants in the studies were couples in which one of the spouses was afflicted with AF. Coherent with a systemic perspective, the research focused on the dyad as the unit of analysis. To identify and describe the current research position and knowledge base, the data for the systematic review were analyzed using an integrative approach. To explore couples’ main concern, interview data (n=12 couples) in study II were analyzed using classical grounded theory. Associations between patients and partners (n=91 couples) where analyzed through the Actor–Partner Interdependence Model using structural equation modelling (III). To explore couples’ illness beliefs, interview data (n=9 couples) in study IV were analyzed using Gadamerian hermeneutics. Study I revealed five themes of how the partner relationship is affected following cardiac disease: overprotection, communication deficiency, sexual concerns, changes in domestic roles, and adjustment to illness. Study II showed that couples living with AF experienced uncertainty as the common main concern, rooted in causation of AF and apprehension about AF episodes. The theory of Managing Uncertainty revealed the strategies of explicit sharing (mutual collaboration and finding resemblance) and implicit sharing (keeping distance and tacit understanding). Patients and spouses showed significant differences in terms of self-reported physical and mental health where patients rated themselves lower than spouses did (III). Several actor effects were identified, suggesting that emotional distress affects and is associated with perceived health. Patient partner effects and spouse partner effects were observed for vitality, indicating that higher levels of symptoms of depression in patients and spouses were associated with lower vitality in their partners. In study IV, couples’ core and secondary illness beliefs were revealed. From the core illness belief that “the heart is a representation of life,” two secondary illness beliefs were derived: AF is a threat to life, and AF can and must be explained. From the core illness belief that “change is an integral part of life,” two secondary illness beliefs were derived: AF is a disruption in our lives, and AF will not interfere with our lives. Finally, from the core illness belief that “adaptation is fundamental in life,” two secondary illness beliefs were derived: AF entails adjustment in daily life, and AF entails confidence in and adherence to professional care. In conclusion, the thesis result suggests that illness, in terms of cardiac disease and AF, affected and influenced the couple on aspects such as making sense of AF, responding to AF, and mutually incorporating and dealing with AF in their daily lives. In the light of this, the thesis results suggest that clinicians working with persons with AF and their partners should employ a systemic view with consideration of couple’s reciprocity and interdependence, but also have knowledge regarding AF, in terms of pathophysiology, the nature of AF (i.e., cause, consequences, and trajectory), and treatments. A possible approach to achieve this is a clinical utilization of an FSN based framework, such as the FamHC. Even if a formalized FSN framework is not utilized, partners should not be neglected but, rather, be considered a resource and be a part of clinical caring activities. This could be met by inviting partners to take part in rounds, treatment decisions, discharge calls or follow-up visits or other clinical caring activities. Likewise, interventional studies should include the couple as a unit of analysis as well as the target of interventions.

Multi-Scale Governance of Sustainable Natural Resource Use—Challenges and Opportunities for Monitoring and Institutional Development at the National and Global Level

In a globalized economy, the use of natural resources is determined by the demand of modern production and consumption systems, and by infrastructure development. Sustainable natural resource use will require good governance and management based on sound scientific information, data and indicators. There is a rich literature on natural resource management, yet the national and global scale and macro-economic policy making has been underrepresented. We provide an overview of the scholarly literature on multi-scale governance of natural resources, focusing on the information required by relevant actors from local to global scale. Global natural resource use is largely determined by national, regional, and local policies. We observe that in recent decades, the development of public policies of natural resource use has been fostered by an “inspiration cycle” between the research, policy and statistics community, fostering social learning. Effective natural resource policies require adequate monitoring tools, in particular indicators for the use of materials, energy, land, and water as well as waste and GHG emissions of national economies. We summarize the state-of-the-art of the application of accounting methods and data sources for national material flow accounts and indicators, including territorial and product-life-cycle based approaches. We show how accounts on natural resource use can inform the Sustainable Development Goals (SDGs) and argue that information on natural resource use, and in particular footprint indicators, will be indispensable for a consistent implementation of the SDGs. We recognize that improving the knowledge base for global natural resource use will require further institutional development including at national and international levels, for which we outline options.

Prévoir la Réussite des Étudiants en Techniques d’inhalothérapie et d’anesthésie

Abstract: Respiratory therapists must be able to care for their patients safely, efficiently and competently. They manage critically ill patients on life support systems. As a member of the anesthesia team they are responsible for the vulnerable patient undergoing surgery. Within all areas of the hospital they are called upon to make decisions and judgements concerning patient treatment. The environment that is found in the modern clinical setting is often stressful and demanding. The respiratory and anesthesia technology program has the responsibility of preparing competent practioners who graduate not only with a broad knowledge base but with the affective competencies that are required to meet these challenges. Faculty and clinical instructors in the program of Respiratory and Anesthesia Technology have been troubled by rising attrition rates and weak performance of students. It is apparent that this is not a problem unique to Vanier College. The rationale for this study was multi-fold; to establish a definition of student success, to determine whether pre-admission academic abilities can predict success in the program and whether scores on a professional behavioural aptitudes tool can predict success in the clinical year of the program. Predictors were sought that could be used either in the pre-program admission policies or during the course of study in order to ensure success throughout the program and beyond. A qualitative analysis involving clinical instructors and faculty (n=5) was carried out to explore what success signified for a student in the respiratory and anesthesia program. While this process revealed that a student who obtained a grade above 77.5% was considered “successful”, the concept surrounding success was a much more complex issue. Affective as well as cognitive and psychomotor abilities complete the model of the successful student. Appropriate behaviour and certain character traits in a respiratory therapy student are considered to be significant elements leading to success. Assessment of students in their clinical year of the respiratory & anesthesia technology program currently include little measurement of abilities in the affective domain, and the resulting grade becomes primarily a measure of academic and procedural skills. A quantitative study of preadmission records and final program grades was obtained from a single cohort of respiratory and anesthesia technology students who began the program in 2005 and graduated in 2008 (n=16). Data was collected and a descriptive analysis (analysis of variance, Pearson correlation) was used to determine the relationship between preadmission grades and success. The lack of association between the high school grades and grades in the program ran contrary to some of the findings in the literature and it can be cautiously inferred that preadmission grades do not predict success in the program. To ascertain the predictive significance of evaluating professional behavioural skills and success in clinical internship, a behaviour assessment tool was used by clinical instructors and faculty to score each student during a rotation in their third year of the program which was clinical internship. The results of this analysis showed that a moderately strong association could be made between a high score on the behavior assessment tool and final clinical grades. Therefore this tool may be effective in predicting success in the clinical year of the program. Refining the admissions process to meet the challenge and responsibility of turning out graduates who are capable of meeting the needs of the profession is difficult but essential. The capacity to predict which students possess the affective competencies necessary to cope and succeed in their clinical year is conceivably more important than their academic abilities. Although these preliminary findings contribute, to some degree, to the literature that exists concerning methods of predicting success in a respiratory and anesthesia technology program, much data is still unknown. Further quantitative and qualitative research is required using a broader population base to substantiate the findings of this small study.||Résumé: Les inhalothérapeutes doivent être capables de prodiguer des soins à leurs patients d’une manière sécuritaire, efficace et compétente. Ils/elles peuvent être appelé(e)s à gérer les soins aux personnes gravement malades branchées à un respirateur artificiel. En tant que membres de l’équipe d’anesthésie, ils/elles sont responsables des patients qui subissent une chirurgie. Ils/elles sont sollicité(e)s par tous les secteurs de l’hôpital pour décider ou juger des traitements à apporter aux malades. L’environnement dans lequel ils/elles travaillent est souvent stressant et exigeant. Le programme de Techniques d’inhalothérapie et d’anesthésie vise à former des inhalothérapeutes compétent(e)s qui possèdent non seulement les connaissances propres à la discipline mais également les aptitudes affectives nécessaires pour faire face à ces défis. Les enseignant(e)s et instructeur(e)s cliniques en Techniques d’inhalothérapie et d’anesthésie sont préoccupé(e)s par le taux d’abandon croissant et la faible performance des étudiant(e)s dans le programme. Il semble que ce problème ne soit pas unique au Collège Vanier. Le but de cette recherche est multiple : définir ce qu’est «réussir» pour les étudiant(e)s de ce programme; déterminer si les aptitudes scolaires acquises avant l’admission au programme peuvent aider à prévoir le succès des étudiant(e)s dans le programme; et si les résultats obtenus à un test mesurant les aptitudes comportementales professionnelles permettent de prévoir le succès des étudiant(e)s dans le stage clinique du programme. On a essayé d’identifier des facteurs qui pourraient être utilisés dans les politiques d’admission au programme ou celles régissant le cheminement dans le programme qui permettraient d’assurer le succès au cours du programme et par la suite. Une analyse qualitative a été conduite auprès des instructeur(e)s cliniques et des enseignant(e)s (n=5) afin d’étudier la notion de « réussite » des étudiant(e)s dans le programme. Bien qu’un(e) étudiant(e) ayant obtenu une note supérieure à 77.5% soit considéré(e) comme ayant « réussi », la notion de « réussite » est beaucoup plus complexe. Des aptitudes affectives, autant que cognitives et psychomotrices complètent le modèle d’un(e) étudiant(e) ayant réussi. Un comportement approprié et certains traits de caractère sont considérés comme des facteurs importants pour la réussite d’un(e) étudiant(e) en techniques d’inhalothérapie et d’anesthésie. L’évaluation qui se fait actuellement des étudiant(e)s dans le stage clinique du programme ne porte que peu sur les aptitudes affectives, et le résultat obtenu témoigne essentiellement des aptitudes scolaires et procédurales. Une analyse quantitative des dossiers des étudiant(e)s avant leur admission au programme et leurs notes finales a été conduite auprès d’une cohorte d’étudiant(e)s ayant commencé le programme en 2005 et gradué en 2008 (n=16). Des données ont été recueillies et une analyse descriptive (analyse de la variance, corrélation de Pearson) ont été faites afin de déterminer l’existence d’un lien entre les notes obtenues au secondaire et celles obtenues dans le programme. L’absence de corrélation entre les deux catégories de notes va à l’encontre de certaines recherches publiées et on peut déduire avec réserve que les notes obtenues avant l’admission au programme ne permettent pas de prévoir la réussite dans le programme. Afin de vérifier la portée de l’évaluation du comportement professionnel et de la réussite en milieu clinique quant à la prévision de réussite dans le programme, une méthode d’évaluation du comportement a été appliquée par les instructeurs(e) cliniques et les enseignant(e)s pour évaluer chaque étudiant(e) au cours d’une rotation dans leur troisième année de stage clinique. Les résultats de cette analyse ont démontré qu’une corrélation moyennement forte pouvait être faite entre une bonne note à l’évaluation comportementale et les notes finales du stage clinique. Perfectionner le processus d’admission au programme afin d’assumer la responsabilité de former des diplômé(e)s capables de répondre aux besoins de la profession est difficile mais essentiel. Avoir les moyens de prévoir quels/quelles étudiant(e)s ont les compétences affectives nécessaires pour faire face à la réussite de leur année de stage clinique est peut être plus important que d’avoir les aptitudes scolaires. Bien que ces observations préliminaires contribuent, à un certain degré, à la littérature existante sur les méthodes de prévoir la réussite dans le programme d’inhalothérapie et d’anesthésie, plusieurs données restent inconnues. Une recherche quantitative et qualitative plus élaborée, conduite sur un échantillon plus large de la population, est nécessaire afin de corroborer les résultats de cette étude limitée.

Caminhos da crítica textual Da filologia à interdisciplinaridade: o caso das edições dos Sermões de Padre António Vieira

The present paper discusses the problem of the plurality of the text, as a cultural object, and its implications for the textual criticism activity. Starting from the fact that the nature of the textual object, especially in the case of ancient texts and literary texts, requires the editor to call into play very diverse knowledge – among which stands out the linguistic knowledge, but also the knowledge of the work, its characteristics and context – we advocate that a «philological» approach, multi and interdisciplinary, of the text editing is still needed, desirably carried out by teams of experts in different scientific fields. We exemplify, among others,with the case of the editions of the Sermões, by Vieira.

Using a Dialogue Manager to Improve Semantic Web Search

Question Answering systems that resort to the Semantic Web as a knowledge base can go well beyond the usual matching words in documents and, preferably, find a precise answer, without requiring user help to interpret the documents returned. In this paper, the authors introduce a Dialogue Manager that, through the analysis of the question and the type of expected answer, provides accurate answers to the questions posed in Natural Language. The Dialogue Manager not only represents the semantics of the questions, but also represents the structure of the discourse, including the user intentions and the questions context, adding the ability to deal with multiple answers and providing justified answers. The authors’ system performance is evaluated by comparing with similar question answering systems. Although the test suite is slight dimension, the results obtained are very promising.

Landscape Identity: implications for policy making

Landscape is recognised to be an important asset for people’s quality of life and people and the landscape interact in multiple and complex ways. Both in science and policy, this interaction has been dealt with in a fragmented way, depending on the objectives, the disciplinary perspective, as well as the used concep- tual backdrop. In this wider framework, landscape identity emerges in policy discourses as a powerful argument to value landscape but it lacks an operationalised framework for policymaking. This paper has two major goals. One is to review the conceptual dialogue between landscape’s and people’s identity. The other is to identify contents of identity in the landscape (i.e. attributes used to define landscape identity) and the complexity of the identity (i.e. dimensions used to define landscape identity) as a way to increase efficiency in more spatially targeted policies. Above all, this paper discusses how landscape identity has been approached, in order to get an improved understanding of its potential for introducing the landscape concept at multiple levels of governance and how an increased knowledge base might be useful to inform policy making.

THOUGHTS ON TEACHING PHONETICS AND PHONOLOGY IN THE COURSE OF LETTERS: PROBLEMATIC SITUATIONS AS CUES TO PEDAGOGICAL PRACTICE

This paper is a root from the research project on Linguistics and Teacher Formation (at UEM). It also investigates the relations between the linguistic knowledge and the formation of teachers, promoting an interface between scientific knowledge and the didactic and pedagogical knowledge. In order to do so, it proposes to triangulate the official documentation on teacher formation (National Curricular Guidelines, Official Decisions and Opinions; National Curricular Parameters of basic and high school education; and the Pedagogical Project of the Letters Course at UEM); the practice of teachers based on each of the themes; and the schoolbooks used: grammar and government donated books.

A leitura crítica de textos multimodais nas aulas de inglês: uma proposta de letramento com base na linguística sistêmico-funcional

Segundo os PCN, o ensino de Inglês deve contribuir para a formação de indivíduos questionadores e autônomos, que sejam capazes de fazer uso da linguagem como prática social. Este trabalho tem como objetivo apresentar uma proposta para desenvolver o letramento crítico através da leitura (KLEIMAN, 1995; SOARES, 2006), de forma a atender essa necessidade. Para tanto, indico, nesta dissertação, formas de abordar textos multimodais didaticamente, através da Análise Crítica do Discurso (FAIRCLOUGH, 2003) usando os pressupostos teórico-metodológicos e as categorias analíticas oferecidas pela Linguística Sistêmico-Funcional. A relevância do estudo de textos com imagens na escola está na possibilidade de trazer para esse ambiente a discussão de como essas semioses expressam diferentes modos de acesso ao conhecimento. Além disso, apesar da existência de trabalhos dedicados à habilidade de leitura em Inglês (RAMOS, 2004; BAMBIRRA, 2007; VIAN JR., 2009) e, por outro lado, de pesquisas acerca da leitura de imagens e ensino (SARDELICH, 2006: OLIVEIRA, 2006), poucos são os trabalhos que contemplam a leitura crítica em língua estrangeira no que diz respeito à integração da linguagem verbal e visual para a produção de sentidos. Para investigar as escolhas linguísticas e imagéticas e sua relação, responsáveis pela mensagem a ser negociada com o leitor, foram estudados dezessete textos, separados em quatro grupos representando quatro gêneros textuais compostos pelo verbal e pelo visual: cinco artigos de revista, três resenhas, cinco tirinhas e quatro anúncios publicitários. Eles foram examinados separadamente através de algumas das seguintes categorias dentro das três metafunções: a ideacional, principalmente pela análise dos Processos (HALLIDAY & MATTHIESSEN, 2004; KRESS & VAN LEEUWEN, 2006) e da Representação dos Atores Sociais (VAN LEEUWEN, 1997 e 2008); a interpessoal, pela Valoração (MARTIN e WHITE, 2005) e as instâncias de Contato, Distância Social e Atitude no visual (KRESS & VAN LEEUWEN, 2006); a textual, somente na imagem, quanto à Saliência, ao Valor Informacional e à Moldura (KRESS & VAN LEEUWEN, 2006). A partir da descrição e discussão dos resultados das análises de cada gênero, proponho algumas atividades para exemplificar a aplicação da LSF em contexto escolar. A construção dos exercícios baseou-se principalmente no artigo de Ramos (2004) sobre a implementação de gêneros em sala de aula. Assim, o trabalho com os corpora se dividiu em três momentos, usando cada gênero de uma vez: 1) descrição do gênero em seu contexto situacional e considerações sobre o contexto cultural; 2) análise do corpus aplicando a LSF e 3) exemplificação de atividades a partir da análise. Os resultados indicam que verbal e visual tendem a se complementar nos gêneros estudados e os ferramentais teóricos utilizados se mostraram como um generoso ponto de partida para o desenvolvimento de atividades de leitura crítica

Do grafema ao gesto : contributos linguísticos para um sistema de síntese de base articulatória

Motivados pelo propósito central de contribuir para a construção, a longo prazo, de um sistema completo de conversão de texto para fala, baseado em síntese articulatória, desenvolvemos um modelo linguístico para o português europeu (PE), com base no sistema TADA (TAsk Dynamic Application), que visou a obtenção automática da trajectória dos articuladores a partir do texto de entrada. A concretização deste objectivo ditou o desenvolvimento de um conjunto de tarefas, nomeadamente 1) a implementação e avaliação de dois sistemas de silabificação automática e de transcrição fonética, tendo em vista a transformação do texto de entrada num formato adequado ao TADA; 2) a criação de um dicionário gestual para os sons do PE, de modo a que cada fone obtido à saída do conversor grafema-fone pudesse ter correspondência com um conjunto de gestos articulatórios adaptados para o PE; 3) a análise do fenómeno da nasalidade à luz dos princípios dinâmicos da Fonologia Articulatória (FA), com base num estudo articulatório e perceptivo. Os dois algoritmos de silabificação automática implementados e testados fizeram apelo a conhecimentos de natureza fonológica sobre a estrutura da sílaba, sendo o primeiro baseado em transdutores de estados finitos e o segundo uma implementação fiel das propostas de Mateus & d'Andrade (2000). O desempenho destes algoritmos – sobretudo do segundo – mostrou-se similar ao de outros sistemas com as mesmas potencialidades. Quanto à conversão grafema-fone, seguimos uma metodologia baseada em regras de reescrita combinada com uma técnica de aprendizagem automática. Os resultados da avaliação deste sistema motivaram a exploração posterior de outros métodos automáticos, procurando também avaliar o impacto da integração de informação silábica nos sistemas. A descrição dinâmica dos sons do PE, ancorada nos princípios teóricos e metodológicos da FA, baseou-se essencialmente na análise de dados de ressonância magnética, a partir dos quais foram realizadas todas as medições, com vista à obtenção de parâmetros articulatórios quantitativos. Foi tentada uma primeira validação das várias configurações gestuais propostas, através de um pequeno teste perceptual, que permitiu identificar os principais problemas subjacentes à proposta gestual. Este trabalho propiciou, pela primeira vez para o PE, o desenvolvimento de um primeiro sistema de conversão de texto para fala, de base articulatória. A descrição dinâmica das vogais nasais contou, quer com os dados de ressonância magnética, para caracterização dos gestos orais, quer com os dados obtidos através de articulografia electromagnética (EMA), para estudo da dinâmica do velo e da sua relação com os restantes articuladores. Para além disso, foi efectuado um teste perceptivo, usando o TADA e o SAPWindows, para avaliar a sensibilidade dos ouvintes portugueses às variações na altura do velo e alterações na coordenação intergestual. Este estudo serviu de base a uma interpretação abstracta (em termos gestuais) das vogais nasais do PE e permitiu também esclarecer aspectos cruciais relacionados com a sua produção e percepção.

Do children with Williams syndrome really have good vocabulary knowledge? Methods for comparing cognitive and linguistic abilities in developmental disorders

The comparison of cognitive and linguistic skills in individuals with developmental disorders is fraught with methodological and psychometric difficulties. In this paper, we illustrate some of these issues by comparing the receptive vocabulary knowledge and non-verbal reasoning abilities of 41 children with Williams syndrome, a genetic disorder in which language abilities are often claimed to be relatively strong. Data from this group were compared with data from typically developing children, children with Down syndrome, and children with non-specific learning difficulties using a number of approaches including comparison of age-equivalent scores, matching, analysis of covariance, and regression-based standardization. Across these analyses children with Williams syndrome consistently demonstrated relatively good receptive vocabulary knowledge, although this effect appeared strongest in the oldest children.

Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and D-optimality

A new robust neurofuzzy model construction algorithm has been introduced for the modeling of a priori unknown dynamical systems from observed finite data sets in the form of a set of fuzzy rules. Based on a Takagi-Sugeno (T-S) inference mechanism a one to one mapping between a fuzzy rule base and a model matrix feature subspace is established. This link enables rule based knowledge to be extracted from matrix subspace to enhance model transparency. In order to achieve maximized model robustness and sparsity, a new robust extended Gram-Schmidt (G-S) method has been introduced via two effective and complementary approaches of regularization and D-optimality experimental design. Model rule bases are decomposed into orthogonal subspaces, so as to enhance model transparency with the capability of interpreting the derived rule base energy level. A locally regularized orthogonal least squares algorithm, combined with a D-optimality used for subspace based rule selection, has been extended for fuzzy rule regularization and subspace based information extraction. By using a weighting for the D-optimality cost function, the entire model construction procedure becomes automatic. Numerical examples are included to demonstrate the effectiveness of the proposed new algorithm.