Exploring Hidden Coherent Feature Groups and Temporal Semantics for Multimedia Big Data Analysis

Thanks to the advanced technologies and social networks that allow the data to be widely shared among the Internet, there is an explosion of pervasive multimedia data, generating high demands of multimedia services and applications in various areas for people to easily access and manage multimedia data. Towards such demands, multimedia big data analysis has become an emerging hot topic in both industry and academia, which ranges from basic infrastructure, management, search, and mining to security, privacy, and applications. Within the scope of this dissertation, a multimedia big data analysis framework is proposed for semantic information management and retrieval with a focus on rare event detection in videos. The proposed framework is able to explore hidden semantic feature groups in multimedia data and incorporate temporal semantics, especially for video event detection. First, a hierarchical semantic data representation is presented to alleviate the semantic gap issue, and the Hidden Coherent Feature Group (HCFG) analysis method is proposed to capture the correlation between features and separate the original feature set into semantic groups, seamlessly integrating multimedia data in multiple modalities. Next, an Importance Factor based Temporal Multiple Correspondence Analysis (i.e., IF-TMCA) approach is presented for effective event detection. Specifically, the HCFG algorithm is integrated with the Hierarchical Information Gain Analysis (HIGA) method to generate the Importance Factor (IF) for producing the initial detection results. Then, the TMCA algorithm is proposed to efficiently incorporate temporal semantics for re-ranking and improving the final performance. At last, a sampling-based ensemble learning mechanism is applied to further accommodate the imbalanced datasets. In addition to the multimedia semantic representation and class imbalance problems, lack of organization is another critical issue for multimedia big data analysis. In this framework, an affinity propagation-based summarization method is also proposed to transform the unorganized data into a better structure with clean and well-organized information. The whole framework has been thoroughly evaluated across multiple domains, such as soccer goal event detection and disaster information management.

UNICEF, Jakarta, Indonesia : Review of Satap Schools

A. Background and context 1. Education, particularly basic education (grades1-9), has been considered critical to promoting national economic growth and social well being1. Three factors that con-tribute to the above are: (i) Education increases human capital inherent in a labor force and thus increases productivity. It also increases capacity for working with others and builds community consensus to support national development. (ii) Education can in-crease the innovative capacity of a community to support social and economic growth—use of new technologies, products and services to promote growth and wellbeing. (iii) Education can facilitate knowledge transfer needed to understand the social and eco-nomic innovations and new processes, practices and values. Cognizant of the above benefits of education, the Millennium Development Goals (MDG) and the Education for All (EFA) declarations advocating universal basic education were formulated and ratified by UN member countries. 2. Achieving universal primary education (grade 6) may not be sufficient to maxim-ize the above noted socio-economic and cultural benefits. There is general consensus that basic literacy and numeracy up to grade 9 are essential foundational blocks for any good education system to support national development. Basic Education provides an educational achievement threshold that ensures the learning is retained. To achieve this, the donor partner led interventions and the UN declarations such as the MDG goals have sought universal access to basic education (grades 1-9). As many countries progress towards achieving the universal access targets, recent research evidence suggests that we need more than just access to basic education to impact on the na-tional development. Measuring basic education completion cycle, gross enrolment rate (GER) and participation rate etc., has to now include a focus on quality and relevance of the education2. 3. While the above research finding is generally accepted by the Government of In-donesia (GoI), unlike many other developing countries, Indonesia is geographically and linguistically complex and has the fourth largest education sector in the world. It has over 3000 islands, 17,000 ethnic groups and it takes as long as 7 hours to travel from east to west of the country and has multiple time differences. The education system has six years of primary education (grades 1-6), 3 years of junior secondary education (grades 7-9) and three years of senior secondary education (grades 10-12). Therefore, applying the findings of the above cited research in a country like Indonesia is a chal-lenge. Nevertheless, since the adoption of the National Education Law (2003)3 the GoI has made significant progress in improving access to and quality of basic education (grades 1-9). The 2011/12 national education statistics show the primary education (grades 1-6) completion rate was 99.3%, the net enrolment rate (NER) was 95.4% and the GER was 115.4%. This is a significant achievement considering the complexities faced within Indonesia. This increase in the primary education sub-sector, however, has not flowed onto the Junior Secondary School (JSS) education. The transition from pri-mary to JSS is still short of the GoI targets. In 2012, there were 146,826 primary schools feeding into 33,668 junior secondary schools. The transition rate from primary to secondary in 2011/12 was 78%. When considering district or sub-district level data the transition in poor districts could be less than the aggregated national rate. Poverty and lack of parents’ education, confounded by opportunity cost, are major obstacles to transitioning to JSS4. 4. Table 1 presents a summary of GoI initiatives to accelerate the transition to JSS. GoI, with assistance from the donor community, has built 2465 new regular JSS, mak-ing the total number of regular JSS 33,668. In addition, 57,825 new classrooms have been added to existing regular JSS. Also, in rural and remote areas 4136 Satu-Atap5 (SATAP) schools were built to increase access to JSS. These SATAP schools are the focus of this study as they provide education opportunities to the most marginalized, ru-ral, remote children who otherwise would not have access to JSS and consequently not complete basic education.

Quest for authenticity - representation of the Sami image in Christmas tourism

Tourism is one of important livelihoods in Lapland. Christmas tourism was launched in the early 1980s and it became a success story - being labelled as the most epochal tourism product in Finland. Hence, today Christmas tourists are one of the most significant foreign groups arriving to Lapland during the winter season and contributing considerably to the economics of the northeastern periphery of the EU. Christmas tourism concentrates around Father Christmas who uses reindeer for transportation. The Sämi are the only indigenous people in the EU. They are all stereotypically perceived to be reindeer herders. Somehow these three, that is, Santa Claus, reindeer and the Sämi, have been incorporated into same fairytale dominion. In practice, this has happened by using the most visible cultural but also significant identity marker of the Sämi, the Sämi costume. This, in turn, has created controversy over authenticity due to manners in which the costume is used in tourism - often in imitational, mismatched forms by non-Sämi. In this thesis, after relevant literature review I intend to establish how the Sâmi are represented in Christmas tourism through visual data consisting of ten images from three foreign sources. Then I clarify why and to whom it matters of how the Sâmi are represented in Christmas tourism with the aid of 65 questionnaires and nineteen expert interviews collected mainly in the Finnish Sâmi Home Region in October 2009. Through the multiplicity of the voices of various interest and ethnic groups and by using critical discourse analysis I attempt to give an overview of the respondents' opinions and look at some preliminary solutions to the controversy. Based on my data, the non-Sami appear to accept the Sami costume usage in Christmas tourism most readily. Consequently, respect and attitudinal changes have become the respondents' propositions in addition to common set of rules of how the Sami image could be appropriated without violating the integrity of the Sami people, or a similar system of S¿m¡ Duodji trademark guaranteeing the authenticity of the tourism products. Additionally, though half of the interviewees explicate Sami presence in Christmas tourism by adding local flavour to otherwise commercial enterprise, the other half see no rationale to connect facts with fiction, that is, the Sami with Santa Claus.

Quest for authenticity - representation of the Sami image in Christmas tourism

Tourism is one of important livelihoods in Lapland. Christmas tourism was launched in the early 1980s and it became a success story - being labelled as the most epochal tourism product in Finland. Hence, today Christmas tourists are one of the most significant foreign groups arriving to Lapland during the winter season and contributing considerably to the economics of the northeastern periphery of the EU. Christmas tourism concentrates around Father Christmas who uses reindeer for transportation. The Sämi are the only indigenous people in the EU. They are all stereotypically perceived to be reindeer herders. Somehow these three, that is, Santa Claus, reindeer and the Sämi, have been incorporated into same fairytale dominion. In practice, this has happened by using the most visible cultural but also significant identity marker of the Sämi, the Sämi costume. This, in turn, has created controversy over authenticity due to manners in which the costume is used in tourism - often in imitational, mismatched forms by non-Sämi. In this thesis, after relevant literature review I intend to establish how the Sâmi are represented in Christmas tourism through visual data consisting of ten images from three foreign sources. Then I clarify why and to whom it matters of how the Sâmi are represented in Christmas tourism with the aid of 65 questionnaires and nineteen expert interviews collected mainly in the Finnish Sâmi Home Region in October 2009. Through the multiplicity of the voices of various interest and ethnic groups and by using critical discourse analysis I attempt to give an overview of the respondents' opinions and look at some preliminary solutions to the controversy. Based on my data, the non-Sami appear to accept the Sami costume usage in Christmas tourism most readily. Consequently, respect and attitudinal changes have become the respondents' propositions in addition to common set of rules of how the Sami image could be appropriated without violating the integrity of the Sami people, or a similar system of S¿m¡ Duodji trademark guaranteeing the authenticity of the tourism products. Additionally, though half of the interviewees explicate Sami presence in Christmas tourism by adding local flavour to otherwise commercial enterprise, the other half see no rationale to connect facts with fiction, that is, the Sami with Santa Claus.

Les représentations de la pluriethnicité québécoise dans le Mouvement Desjardins: analyse du contenu de la Revue Desjardins de 1998 à 2005

Le Mouvement Desjardins, institution phare du Québec moderne caractérisé par un nationalisme civique et une intégration accrue des immigrants à la majorité francophone, demeure encore aujourd'hui, fortement identifié à ce même groupe. Ce mémoire a pour objet les représentations sociales de la pluriethnicité québécoise chez Desjardins. Une analyse du contenu de la Revue Desjardins de 1998 à 2005 permet de saisir le discours ainsi qu'un point de rupture spatio-temporel établi à l'année 2003, année où l'espace du discours s'élargit pour y inclure l'ouest de l'île de Montréal majoritairement anglophone. D'abord axée sur l'intégration au Mouvement et à la société québécoise dans le souci d'une plus grande représentativité de la population, l'institution passe à une orientation davantage pluraliste favorisant son adaptation à des marchés potentiellement lucratifs. Les catégories linguistiques «anglophone» et «allophone» sont alors davantage utilisées pour aborder l'enjeu pluriethnique banalisant ainsi la spécificité des groupes ethniques qui les composent. Alors que la première période est surtout caractérisée par des perceptions et des orientations générales, l'ouverture en 2003 d'un centre de service destiné à la clientèle allophone et anglophone de l'ouest de l'île constitue l'aboutissement d'un processus de représentation sociale ayant pour fonction l'orientation des pratiques. L'ensemble du discours est nuancé par des obstacles à l'adaptation à la pluriethnicité ainsi que des lacunes internes à l'institution. La concept d'ethnicité est peu utilisé et souvent abordé sous le terme «communauté culturelle» qui peut englober des communautés de nature autre qu'ethnique et qui réduit l'ethnicité à sa seule dimension culturelle. Il omet également de considérer les membres d'un groupe ethnique qui ne s'identifient pas à la communauté. En conclusion, l'étude permet de confirmer l'existence d'un discours sur la pluriethnicité québécoise maintenant bien ancré chez Desjardins et davantage orienté vers l'adaptation de l'institution en offrant des services en anglais et dans d'autres langues.

A Generalized Index of Fractionalization

The goal of this paper is to contribute to the economic literature on ethnic and cultural diversity by proposing a new index that is informationally richer and more flexible than the commonly used ‘ethno-linguistic fractionalization’ (ELF) index. We characterize a measure of diversity among individuals that takes as a primitive the individuals, as opposed to ethnic groups, and uses information on the extent of similarity among them. Compared to existing indices, our measure does not require that individuals are pre-assigned to exogenously determined categories or groups. We show that our generalized index is a natural extension of ELF and is also simple to compute. We also provide an empirical illustration of how our index can be operationalized and what difference it makes as compared to the standard ELF index. This application pertains to the pattern of fractionalization in the United States.

Don d'organes et groupes ethniques à Montréal : Le rôle des infirmières dans un contexte de décès neurologique.

Travail dirigé présenté à la Faculté des sciences infirmières en vue de l'obtention du grade de maîtrise en sciences infirmières option expertise-conseil en soins infirmiers

La «crise» du recensement canadien en 2010 : pourquoi se mobiliser pour s’opposer à un changement méthodologique?

À l’été 2010, le gouvernement canadien a annoncé le remplacement du formulaire long obligatoire par l’Enquête nationale auprès des ménages, un questionnaire facultatif. Ce changement a causé beaucoup de réactions, parce que cela affectera la qualité et la continuité des données recueillies, qui servent à appliquer différents programmes et lois, et qui sont utilisées par de nombreux groupes dans leurs fonctions de recherche et de représentation. Le présent mémoire a pour objectif de comprendre pourquoi le recensement devient parfois le centre d’un conflit politique, quels acteurs sont impliqués, et pour quelles raisons. À l’aide d’une analyse comparative de cas antérieurs dans différents pays, nous identifions trois éléments nécessaires pour que la méthodologie du recensement devienne un enjeu politique. Il s’agit de la présence: (1) d’un aspect identitaire; (2) d’une dimension idéologique qui concerne particulièrement le rôle de l’État et l’action positive; et (3) de programmes ou d’objectifs gouvernementaux qui dépendent directement des données du recensement. Pour évaluer si ces trois facteurs sont également présents au Canada en 2010, nous avons effectué des entrevues avec les groupes qui ont contesté la décision de l’annulation du formulaire long obligatoire. Ces groupes ont contesté la décision devant les tribunaux, et ont évoqué les risques de non-respect du gouvernement envers ses obligations légales, notamment envers la Charte des droits et libertés. L’analyse de ce conflit nous permet aussi d’évaluer les relations entre le gouvernement canadien et la société civile, et le manque de ressources et d’opportunités auquel font face les groupes d’intérêt et les représentants de minorités à la recherche d’équité.

Acculturation experiences of Iraqi refugees in Australia: the impact of visa category

This paper examines the acculturation challenges facing Iraqi refugees in Australia, and the impact of humanitarian visa category. Semi-structured interviews were conducted with Temporary Protection Visa (TPV) holders and Permanent Protection Visa (PPV) holders living in Melbourne. The findings indicate that TPV holders identify the temporary visa regime as the primary obstacle to successful integration into Australian society. The findings also suggest that TPV refugees have developed a greater level of social ties outside their ethnic groups and are less focused on issues of cultural maintenance than refugees with PPVs. The insecurity associated with the temporary protection regime appears to have led to a decreased focus on cultural maintenance, in favour of the more immediate “survival” focus on material settlement needs and visa status. While the increased social contacts of TPV refugees with some mainstream groups may be considered a partial indicator of successful acculturation, these developments cannot be equated with “settlement” as the social ties are of a temporary or unstable nature. The overriding impact of the temporary visa regime is one of creating obstacles to the effective integration of TPV refugees.

Calcium supplementation: the bare bones

An adequate calcium intake is an essential part of the prevention and treatment of osteoporosis. Two to threeserves of calcium-rich foods each day provides sufficient calcium for most non-pregnant adults. If this target is not achievable, calcium supplementation is generally effective, cheap and safe for most people. Calciumcarbonate(without vitamin and mineral additives) is the preferred supplement in most cases. Problems with calcium absorption arise due to factors including high·fibre vegetarian diets, achlorhydria, long·term glucocorticoid therapy and vitamin D deficiency. Vitamin D deficiency is extremely common in some ethnic groups and the elderly who are housebound or in residential care. These at risk groups generally require vitamin D supplementation to achieve adequate intestinal absorption of calcium.

Fatty acid composition of mid-trimester amniotic fluid in women of different ethnicities

Objective: To determine whether the fatty acid composition of mid-trimester amniotic fluid differs by ethnicity and pregnancy outcome. Methods: Fatty acid composition was analyzed by gas chromatography in 198 women undergoing amniocentesis at 15-19 weeks gestation. Cytokine levels were determined by ELISA in a subgroup of 52 subjects. Results: The major fatty acids detected were palmitic acid (31.8%) and stearic acid (31.5%). The n-6 polyunsaturated fatty acids (PUFA), linoleic acid (LA, 18: 2) and arachidonic acid (AA, 20: 4), were 11.3%, while the n-3 PUFA fatty acids, alpha linolenic acid (ALA, 18: 3) and docosahexaenoic acid (DHA, 22: 6), were 3.8% of the total. Palmitic acid was a higher percentage in Asians (40.5%) and Whites (34.5%) than in Blacks (22.2%) and Hispanics (23.7%) (p <= 0.0012). Oleic acid (18:1 n-9) was a higher percentage in Blacks (12.2%) and Hispanics (12.1%) than in Whites (9.2%) or Asians (7.5%) (<= 0.0002). LA and AA were higher in Blacks (9.0%, 5.4%) and Hispanics (8.6%, 4.1%) than in Whites (6.1%, 3.7%) and Asians (5.5%, 2.9%) (p <= 0.0002). DHA did not differ among the ethnic groups or according to pregnancy outcome. A reduced palmitic acid percentage was identified in the six women with preeclampsia (p = 0.0233). Tumor necrosis factor-alpha levels were inversely proportional to the palmitic acid percentage (p = 0.0275) and positively associated with the percentages of stearic (18:0) (p = 0.0132) and oleic (p = 0.0290) acids. Conclusions: Amniotic fluid fatty acid composition differed among the ethnic groups and may influence inflammatory mediator production and susceptibility to preeclampsia.

A formação de trabalhadores brasileiros: a experiência do Colégio Isabel

Colegio Isabel was a project that aimed to "civilize" the indigenous children who lived in the Vale do Araguaia region, Goias Province, to educate national workers and, progressively, incorporate the lands owned by the Indians in the productive process. Colegio Isabel allowed its students a marginal integration in the society, assigning them functions that the so called "civilized" people considered degrading. The egress students lived an ambiguous and marginal life, regarding the original ethnic groups and the adopted society.

Soroepidemiologia e caracterização molecular da infecção pelo Vírus linfotrópico de células T humanas 1 e 2 (HTLV-1/2) em mulheres gestantes na cidade de Belém, Pará

A infecção pelo HTLV-1/2 já foi investigada em diversas populações, mostrando prevalência variável conforme a área geográfica, grupos étnicos e subpopulações analisadas. Em estudos brasileiros foi observada uma maior prevalência nos Estados da Bahia e do Pará. O presente estudo teve como objetivo avaliar a prevalência do HTLV em mulheres grávidas na cidade de Belém, Pará, por meio de técnicas sorológicas e moleculares. Foram coletadas 1.027 amostras de sangue e alíquotas de plasmas foram testadas para a presença de anticorpos anti-HTLV-1/2, utilizando o método imunoenzimático do tipo ELISA. A confirmação da infecção e diferenciação dos tipos e subtipos virais foi realizada por meio da Reação em Cadeia mediada pela Polimerase em duas etapas (Nested PCR) através da amplificação gênica das regiões pX, env e 5’LTR seguido da análise de RFLP e seqüenciamento. Foram detectados seis (0,58%) casos de sororreatividade para o HTLV que posteriormente foram confirmados pela amplificação de um fragmento de 159 pb da região pX. A análise de RFLP com a enzima TaqI mostrou que quatro (66,7%) amostras eram positivas para HTLV-1 e duas (33,3%) para HTLV-2. Uma das amostras HTLV-2 teve o fragmento de 630 pb do gene env amplificado. A análise com a endonuclease XhoI mostrou a presença de um perfil de RFLP característico dos subtipos HTLV-2a/2c. Duas amostras HTLV-1 e uma HTLV-2 tiveram a região 5’LTR amplificada e seqüenciada. Por meio da análise filogenética foi possível classificar as amostras HTLV-1 como Cosmopolita Transcontinental e a HTLV-2 como pertencente ao subtipo HTLV-2c. Esse estudo mostra a relevância de se introduzir o teste para HTLV na triagem pré-natal, a fim de reduzir transmissão vertical e horizontal em nosso estado.

Terras tradicionalmente ocupadas por índios: fundamentos para uma aplicação limitada da Súmula 650 do STF

O pluralismo é uma marca da democracia contemporânea e a Constituição de 1988 representou um importante avanço na proteção das diversidades no Brasil, consagrando a multiplicidade de idéias, culturas e etnias, e pressupondo o diálogo entre opiniões e pensamentos divergentes. Neste contexto, os povos indígenas adquiriram o direito à alteridade, ou seja, foram respeitadas as suas especificidades étnico-culturais, garantindo-lhes o direito de serem e permanecerem índios. A delimitação, a desintrusão e a proteção de um espaço territorial adequado para os diferentes povos indígenas são consideradas como uma condição essencial para a sobrevivência física e cultural desses grupos. O presente trabalho pretende, então, analisar a interpretação adotada pelo Supremo Tribunal Federal (STF) na Súmula 650, acerca do termo “terras tradicionalmente ocupadas por índios” (CF/88 art. 231, §§ 1º e 2º), de forma a compreender o seu alcance e os seus limites de aplicação. Para tanto, inicialmente, foi reconstruído o itinerário do conceito nos julgados do STF, analisando-se as decisões que trataram do tema. O marco inicial é a Súmula 480 e seus precedentes e o final, a Súmula 650, com a análise dos casos que a conformaram. Como resultado, verificou-se que, nas decisões anteriores à Súmula 650, o Tribunal se afastou do conceito civil de posse para contemplar um conceito de posse indígena, no qual a atualidade pode ser secundária, diante de provas que comprovem a ocupação tradicional. Da análise dos precedentes da Súmula 650, constatou-se que o julgamento envolveu um contexto histórico específico, onde os povos indígenas estavam extintos. Por outro lado, foram utilizados argumentos generalizantes que se indiscriminadamente aplicados poderão causar sérios prejuízos aos direitos territoriais indígenas, sobretudo quanto à restituição de terras tradicionais. A partir dos resultados, concluiu-se que o Enunciado da Súmula 650 não pode ser aplicado de forma generalizada, apresentando-se como fundamentos para uma aplicação limitada a faticidade e historicidade do caso concreto; a Convenção 169 da OIT e orientações da Agenda 21; e as demais interpretações do STF acerca do termo “terras tradicionalmente ocupadas”.

An ethnobotanical study of anti-malarial plants among indigenous people on the upper Negro River in the Brazilian Amazon

In this article we present the plants used for the treatment of malaria and associated symptoms in Santa Isabel do Rio Negro in the Brazilian Amazon. The region has important biological and cultural diversities including more than twenty indigenous ethnic groups and a strong history in traditional medicine. The aims of this study are to survey information in the Baniwa, Baré, Desana, Piratapuia, Tariana, Tukano, Tuyuca, Yanomami ethnic communities and among caboclos (mixed-ethnicity) on: a) plant species used for the treatment of malaria and associated symptoms; b) dosage forms and c) distribution of these anti-malarial plants in the Amazon. Information was obtained through classical ethnobotanical and ethnopharmacological methods from interviews with 146 informants in Santa Isabel municipality on the upper Negro River, Brazil. Fifty-five mainly native neotropical plant species from 34 families were in use. The detailed uses of these plants were documented. The result was 187 records (64.4%) of plants for the specific treatment of malaria, 51 records (17.5%) of plants used in the treatment of liver problems and 28 records (9.6%) of plants used in the control of fevers associated with malaria. Other uses described were blood fortification ('dar sangue'), headache and prophylaxis. Most of the therapeutic preparations were decoctions and infusions based on stem bark, root bark and leaves. These were administered by mouth. In some cases, remedies were prepared with up to three different plant species. Also, plants were used together with other ingredients such as insects, mammals, gunpowder and milk. This is the first study on the anti-malarial plants from this region of the Amazon. Aspidosperma spp. and Ampelozizyphus amazonicus Ducke were the most cited species in the communities surveyed. These species have experimental proof supporting their anti-malarial efficacy. The dosage of the therapeutic preparations depends on the kind of plant, quantity of plant material available, the patient's age (children and adults) and the local expert. The treatment time varies from a single dose to up to several weeks. Most anti-malarial plants are domesticated or grow spontaneously. They are grown in home gardens, open areas near the communities, clearings and secondary forests, and wild species grow in areas of seasonally flooded wetlands and terra firme (solid ground) forest, in some cases in locations that are hard to access. Traditional knowledge of plants was found to be falling into disuse presumably as a consequence of the local official health services that treat malaria in the communities using commercial drugs. Despite this, some species are used in the prevention of this disease and also in the recovery after using conventional anti-malarial drugs.