Arabic named entity recognition

En esta tesis doctoral se describen las investigaciones realizadas con el objetivo de determinar las mejores tecnicas para construir un Reconocedor de Entidades Nombradas en Arabe. Tal sistema tendria la habilidad de identificar y clasificar las entidades nombradas que se encuentran en un texto arabe de dominio abierto. La tarea de Reconocimiento de Entidades Nombradas (REN) ayuda a otras tareas de Procesamiento del Lenguaje Natural (por ejemplo, la Recuperacion de Informacion, la Busqueda de Respuestas, la Traduccion Automatica, etc.) a lograr mejores resultados gracias al enriquecimiento que a~nade al texto. En la literatura existen diversos trabajos que investigan la tarea de REN para un idioma especifico o desde una perspectiva independiente del lenguaje. Sin embargo, hasta el momento, se han publicado muy pocos trabajos que estudien dicha tarea para el arabe. El arabe tiene una ortografia especial y una morfologia compleja, estos aspectos aportan nuevos desafios para la investigacion en la tarea de REN. Una investigacion completa del REN para elarabe no solo aportaria las tecnicas necesarias para conseguir un alto rendimiento, sino que tambien proporcionara un analisis de los errores y una discusion sobre los resultados que benefician a la comunidad de investigadores del REN. El objetivo principal de esta tesis es satisfacer esa necesidad. Para ello hemos: 1. Elaborado un estudio de los diferentes aspectos del arabe relacionados con dicha tarea; 2. Analizado el estado del arte del REN; 3. Llevado a cabo una comparativa de los resultados obtenidos por diferentes tecnicas de aprendizaje automatico; 4. Desarrollado un metodo basado en la combinacion de diferentes clasificadores, donde cada clasificador trata con una sola clase de entidades nombradas y emplea el conjunto de caracteristicas y la tecnica de aprendizaje automatico mas adecuados para la clase de entidades nombradas en cuestion. Nuestros experimentos han sido evaluados sobre nueve conjuntos de test.Benajiba, Y. (2009). Arabic named entity recognition [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/8318Palanci

Lifestyle factors influencing bone health in young adult women in Saudi Arabia

Aim: To analyze risk factors leading to osteopenia and osteoporosis among young female students.Methods: Quantitative Ultrasonography measurements were performed in the calcaneal region of 101 young Saudi females. Dietary habits, exercising and sun exposure were assessed using questionnaires. The association between the different studied factors was assessed by Pearson test and multiple linear regression model.Results: Participants diagnosed with either osteopenia or osteoporosis (>33%.) showed significant higher soft drinks consumption, reduced exercise, limited intake of milk and dairy products, calcium and vitamin D supplementation compared to the healthy group. Multiple regression analysis showed that T-score and Z-score were negatively associated with soft drink intake and positively associated with exercising, milk and dairy products consumption, and calcium and vitamin D supplementation use (p <0.05)Conclusion: High soft drink intake, lack of exercising and limited calcium and vitamin D supplementation are the combined lifestyle factors leading to osteopenia and osteoporosis among young Saudi females. These findings might serve as a basis of nutrition education intervention to promote healthy bones among this population.Keywords: Lifestyle factors, osteoporosis, osteopenia, young women, Saudi Arab

Perforation gastrique néonatale spontanée: à propos d’un cas

La perforation gastrique néonatale spontanée est rare. Nous rapportons un cas survenu chez un nouveau-né issu d'une grossesse et une naissance sans anomalies, et qui a présenté au deuxième jour de sa vie brutalement une distension abdominale importante, suivie d'une détresse respiratoire nécessitant des mesures de réanimation brèves. La radiographie de l'abdomen sans préparation montrait un pneumopéritoine massif, la laparotomie trouvait une perforation au niveau de l'antre gastrique de 2cm, qui était suturée en un plan. Les suites opératoires étaient simples. L'évolution des perforations gastriques spontanées survenant chez le nouveau-né est habituellement favorable. Sous réserve d'un diagnostic et prise en charge précoce.Keywords: Nouveau-né, détresse abdominale, abdomen sans préparation, perforation gastrique spontané

Hémophilie B mineure révélée par une hémorragie cérébrale: à propos d’un cas

L'hémorragie intracrânienne (HIC) du nouveau-né à terme est une pathologie rare, leur prévalence est estimée à 2% des naissances vivantes. Les manifestations cliniques sont variables et non spécifique. Les causes d'HIC sont multiples et souvent intriquées, les mécanismes physiopathologiques principaux sont la dysrégulation du débit cérébral, une obstruction des vaisseaux ou une coagulation intravasculaire; ou une lésion directe par traumatisme. Nous rapportons le cas d'un nourrisson d'un mois qui a été admis dans notre service pour prendre en charge des convulsions associées à une pâleur cutanéomuqueuse, suite à laquelle l'examen biologique a mis fortuitement en faveur une hémophilie mineure sur une maladie hémorragique tardive

POS tagging in Amazigh using support vector machines and conditional random fields

The aim of this paper is to present the first Amazighe POS tagger. Very few linguistic resources have been developed so far for Amazighe and we believe that the development of a POS tagger tool is the first step needed for automatic text processing. The used data have been manually collected and annotated. We have used state-of-art supervised machine learning approaches to build our POS-tagging models. The obtained accuracy achieved 92.58% and we have used the 10-fold technique to further validate our results. © Springer-Verlag Berlin Heidelberg 2011We would like to thank all IRCAM researchers for their valuable assistance. The work of the third author was funded by the MICINN research project TEXT-ENTERPRISE 2.0 TIN2009-13391-C04-03 (Plan I+D+i).Outahajala, M.; Benajiba, Y.; Rosso, P.; Zenkouar, L. (2011). POS tagging in Amazigh using support vector machines and conditional random fields. En Natural Language Processing and Information Systems. Springer Verlag (Germany). 6716:238-241. https://doi.org/10.1007/978-3-642-22327-3_28S238241671

Food consumption and lifestyle habits among university students in Saudi Arabia

Food consumption and lifestyle habits can have a positive or negative direct impact on an individual’s health. University students tend to have poor eating habits that are influenced mainly by sensory perceptions. This survey was done to evaluate the status of food consumption and lifestyle habits among Taif university students (males and females). A total of 600 students aged from 18 to 24 years participated in the survey and responded to questions on socio-demographic characteristics, lifestyle habits, eating habits, food consumption frequency, attitude, health and food awareness knowledge. The randomly selected students were from various levels in university representing wide categories and living conditions in Taif Region, Saudi Arabia. The examined students efficiently completed the survey with the help of the university staff. Weight and height were evaluated by a portable standing electronic scale and a portable stadiometer (Seca 879, Germany) to calculate the Body mass index (BMI) classes. Female students recorded 28% of underweight cases, which was higher than the male students (11%) with none significant at p>0.05. The rate of overweight in male students was 30% compared with the female students’ 26%. The study reported 49% and 64% for normal waist circumference for male and female students, respectively. A higher frequency of moderate physical exercise was reported among male students at 60% compared to that among female students (57%). The number of students who did physical exercise regularly was reported to be higher in females (15%) than males (8%). A percentage of 15% and 7% of the male and female students, respectively were smokers. Male students recorded higher sleeping hours than females. Male students reported high media consumption frequency of more than 3 hours a day 67%, followed by 21% between 3-6 hours a day for female students. About 46% and 55% of male and female students, respectively, reported fast-food consumption at least once a week and about 30% of males and 24% females took only 1 to 2 fast food meals in a month. The major meals skipped were breakfast, followed by lunch and dinner; however, this was not significant p>0.05. Meal skipping was high among female students (72%). It was noted that high percentage of male students (72%) reported low consumption levels of vegetables and fruits. The main reason for fast-food consumption was convenience (31%) for males, while females recorded 32% for choices. Female students had a higher score than males in nutrition knowledge. There is a need for awareness creation concerning better food choices, lifestyle habits and weight management that might create a helpful impact on the university student health

Degree-Granting Nutrition Programs in the Republic of Yemen: A Status Report on Postsecondary Education

Yemen is noted as one of the most food-insecure countries in the Arab world coupled with high rates of malnutrition. To address the public health outcomes related to nutrition, trained nutrition professionals are needed. This report provides a snapshot of current nutrition-affiliated programs offered in postsecondary institutions in Yemen. Partnering with or creating independent organizations responsible for defining the scope of practice is warranted. Additionally, ensuring educational quality, program accreditation, and competence of graduating students and readiness to practice will be central to progressively moving Yemen’s dietetics profession forward

The impact of restricted diet on brain function using BOLD-fMRI

We investigated the effect of a restricted diet model on activity in the human motor cortex using functional magnetic resonance imaging (fMRI). Two series of blood oxygenation level-dependent (BOLD)-fMRI measurements were made in healthy subjects performing simple motor tasks using their right hands. The first series was done 5-10days prior to the restricted diet schedule (controls), and the second series was performed after 25-28days of restricted diet, in the form of a religious fast (Ramadan). The size and intensity of the activated area in the motor cortex increased during the time of restricted diet versus the controls. We conclude that restricted diet has a significant effect on cerebral activity, as shown by BOLD-fMRI, although the exact relationship between the images and neuronal activity due to the restricted diet is still to be determine

Human exposure to Anaplasma phagocytophilum in two cities of Northwestern Morocco

Anaplasma phagocytophilum is an emerging tick-borne zoonosis with extensive increased interest. Epidemiological data are available in several regions of the USA, Europe and Asia in contrast to other parts of the world such as North Africa. Blood samples of 261 healthy individuals divided in two groups i.e., dog handlers and blood donors were analysed. Indirect immunofluorescent assay using a commercial kit was performed to detect specific A. phagocytophilum IgG. Two dilutions were used to assess the prevalence of seroreactive samples. Demographic variables were assessed as potential risk factors using exact logistic regression. Seropositivity rates reached 37% and 27% in dog handlers and 36% and 22% in blood donors. No statistically significant differences were found in the prevalence rates between the two groups. Analysis of risk factors such as gender, age groups, outdoor activities, self-reported previous exposure to ticks, or contact with domestic animals (dogs, cats, ruminants and horses) did not shown any significant difference. A. phagocytophilum exposure was common in both high-risk population and blood donors in Morocco