Rationalizing spatial exploration patterns of wild animals and humans through a temporal discounting framework

Understanding the exploration patterns of foragers in the wild provides fundamental insight into animal behavior. Recent experimental evidence has demonstrated that path lengths (distances between consecutive turns) taken by foragers are well fitted by a power law distribution. Numerous theoretical contributions have posited that “Lévy random walks”—which can produce power law path length distributions—are optimal for memoryless agents searching a sparse reward landscape. It is unclear, however, whether such a strategy is efficient for cognitively complex agents, from wild animals to humans. Here, we developed a model to explain the emergence of apparent power law path length distributions in animals that can learn about their environments. In our model, the agent’s goal during search is to build an internal model of the distribution of rewards in space that takes into account the cost of time to reach distant locations (i.e., temporally discounting rewards). For an agent with such a goal, we find that an optimal model of exploration in fact produces hyperbolic path lengths, which are well approximated by power laws. We then provide support for our model by showing that humans in a laboratory spatial exploration task search space systematically and modify their search patterns under a cost of time. In addition, we find that path length distributions in a large dataset obtained from free-ranging marine vertebrates are well described by our hyperbolic model. Thus, we provide a general theoretical framework for understanding spatial exploration patterns of cognitively complex foragers.

Rationalizing spatial exploration patterns of wild animals and humans through a temporal discounting framework

Understanding the exploration patterns of foragers in the wild provides fundamental insight into animal behavior. Recent experimental evidence has demonstrated that path lengths (distances between consecutive turns) taken by foragers are well fitted by a power law distribution. Numerous theoretical contributions have posited that “Lévy random walks”—which can produce power law path length distributions—are optimal for memoryless agents searching a sparse reward landscape. It is unclear, however, whether such a strategy is efficient for cognitively complex agents, from wild animals to humans. Here, we developed a model to explain the emergence of apparent power law path length distributions in animals that can learn about their environments. In our model, the agent’s goal during search is to build an internal model of the distribution of rewards in space that takes into account the cost of time to reach distant locations (i.e., temporally discounting rewards). For an agent with such a goal, we find that an optimal model of exploration in fact produces hyperbolic path lengths, which are well approximated by power laws. We then provide support for our model by showing that humans in a laboratory spatial exploration task search space systematically and modify their search patterns under a cost of time. In addition, we find that path length distributions in a large dataset obtained from free-ranging marine vertebrates are well described by our hyperbolic model. Thus, we provide a general theoretical framework for understanding spatial exploration patterns of cognitively complex foragers.

Assessment of the EEE-4 oral test: a discourse analysis based on complex networks.

With the development of information technology, the theory and methodology of complex network has been introduced to the language research, which transforms the system of language in a complex networks composed of nodes and edges for the quantitative analysis about the language structure. The development of dependency grammar provides theoretical support for the construction of a treebank corpus, making possible a statistic analysis of complex networks. This paper introduces the theory and methodology of the complex network and builds dependency syntactic networks based on the treebank of speeches from the EEE-4 oral test. According to the analysis of the overall characteristics of the networks, including the number of edges, the number of the nodes, the average degree, the average path length, the network centrality and the degree distribution, it aims to find in the networks potential difference and similarity between various grades of speaking performance. Through clustering analysis, this research intends to prove the network parameters’ discriminating feature and provide potential reference for scoring speaking performance.

An innovative electroforming process for oil heated rotational moulding tools

Rotational moulding is a method to produce hollow plastic articles. Heating is normally carried out by placing the mould into a hot air oven where the plastic material in the mould is heated. The most common cooling media are water and forced air. Due to the inefficient nature of conventional hot air ovens most of the energy supplied by the oven does not go to heat the plastic and as a consequence the procedure has very long cycle times. Direct oil heating is an effective alternative in order to achieve better energy efficiency and cycle times. This research work has combined this technology with new innovative design of mould, applying the advantages of electroforming and rapid prototyping. Complex cavity geometries are manufactured by electroforming from a rapid prototyping mandrel. The approach involves conformal heating and cooling channels , where the oil flows into a parallel channel to the electroformed cavity (nickel or copper). Because of this the mould enables high temperature uniformity with direct heating and cooling of the electroformed shell, Uniform heating and cooling is important not only for good quality parts but also for good uniform wall thickness distribution in the rotationally moulded part. The experimental work with the manufactured prototype mould has enabled analysis of the thermal uniformity in the cavity, under different temperatures. Copyright © 2008 by ASME.

Loggerhead nesting trend in three beaches of Boavista, Cape Verde archipelago

[EN] Nesting beach surveys are the most widely implemented monitoring tool in use by the global sea turtle community and are an important component of a comprehensive program to assess and monitor the status of sea turtle populations. These assessments are necessary to evaluate the effects of recovery and conservation activities that are being implemented at all life history stages. Monitoring techniques employed on nesting beaches range from highly structured standardized sampling to “snapshots” of nesting activity within a nesting season. Very long-term nest counts data (more than twenty years) were analyzed for some turtle populations.

Loggerhead nesting trend in three beaches of Boavista, Cape Verde archipelago

[EN] Nesting beach surveys are the most widely implemented monitoring tool in use by the global sea turtle community and are an important component of a comprehensive program to assess and monitor the status of sea turtle populations. These assessments are necessary to evaluate the effects of recovery and conservation activities that are being implemented at all life history stages. Monitoring techniques employed on nesting beaches range from highly structured standardized sampling to “snapshots” of nesting activity within a nesting season. Very long-term nest counts data (more than twenty years) were analyzed for some turtle populations.

Dimensionality hyper-reduction and machine learning for dynamical systems with varying parameters

Thesis (Ph.D.)--University of Washington, 2016-08

L'accessibilité aux services de physiothérapie en clinique externe dans les centres hospitaliers du Québec

Des contraintes d’accessibilité aux services de physiothérapie en clinique externe ont été rapportées dans les établissements publics au Canada. Celles-ci se traduisent souvent par un temps d’attente élevé avant d’obtenir des services. Différentes stratégies ont été proposées afin de gérer les listes d’attente, mais leur impact sur le temps d’attente est méconnu, notamment dans le contexte des services de physiothérapie au Québec. Le but de cette étude était de documenter l’accessibilité aux services de physiothérapie en clinique externe dans les centres hospitaliers au Québec. Les objectifs spécifiques étaient de 1) décrire les caractéristiques organisationnelles en lien avec l’accessibilité aux services de physiothérapie, 2) quantifier le temps d’attente pour accéder aux services et 3) explorer l’association entre les caractéristiques organisationnelles et le temps d’attente. Une enquête a été réalisée dans les cliniques externes de physiothérapie des centres hospitaliers publics du Québec offrant des services à des adultes souffrant de troubles musculosquelettiques. Des données ont été obtenues auprès de 97 (99%) centres hospitaliers. Au moment de l’enquête, 18 245 personnes étaient sur les listes d’attente. Le temps d’attente médian était de plus de six mois dans 41% des centres hospitaliers. Parmi les pratiques organisationnelles et les stratégies de gestion de listes d’attente évaluées, les politiques en cas d’annulation ou d’absence (99%) et la priorisation des demandes (96%) étaient les plus utilisées. Selon les résultats d’analyses multivariées, seule l’utilisation d’une méthode de priorisation comprenant une rencontre d’évaluation et une intervention initiale était associée au temps d’attente (p=0,008). Les résultats de cette étude démontrent qu’une grande quantité de personnes sont inscrites sur les listes d’attente des services de physiothérapie et que le temps d’attente peut être très élevé. D’après nos résultats, l’implantation d’une méthode de priorisation comprenant une évaluation et une intervention pourrait permettre d’améliorer l’accès en temps opportun aux services de physiothérapie.

Lisboa: Startup City - Caraterização do ecossistema empreendedor de Lisboa

Mestrado em Gestão e Empreendedorismo

Os hábitos de leitura dos estudantes do ensino básico da Região Autónoma dos Açores

Tese de Doutoramento, Educação (Metodologia do Ensino da Língua Portuguesa), 15 de Julho 2013, Universidade dos Açores.

The Solar Spectrum in the Atacama Desert

The Atacama Desert has been pointed out as one of the places on earth where the highest surface irradiance may occur. This area is characterized by its high altitude, prevalent cloudless conditions and relatively low columns of ozone and water vapor. Aimed at the characterization of the solar spectrum in the Atacama Desert, we carried out in February-March 2015 ground-based measurements of the spectral irradiance (from the ultraviolet to the near infrared) at seven locations that ranged from the city of Antofagasta (on the southern pacific coastline) to the Chajnantor Plateau (5,100 m altitude). Our spectral measurements allowed us to retrieve the total ozone column, the precipitable water, and the aerosol properties at each location. We found that changes in these parameters, as well as the shorter optical path length at high-altitude locations, lead to significant increases in the surface irradiance with the altitude. Our measurements show that, in the range 0-5100 m altitude, surface irradiance increases with the altitude by about 27% in the infrared range, 6% in the visible range, and 20% in the ultraviolet range. Spectral measurements carried out at the Izana Observatory (Tenerife, Spain), in Hannover (Germany) and in Santiago (Chile), were used for further comparisons.

Relatório de Estágio

O Relatório de Estágio apresentado espelha todo um percurso de formação profissional e pessoal desenvolvido ao longo do Mestrado em Ensino do 1.º e 2.º ciclo do Ensino Básico com a finalidade de obter a habilitação para a docência. Do percurso experienciado salienta-se a importância da Prática Educativa Supervisionada realizada no âmbito da Unidade Curricular de Integração Curricular: Prática Educativa e Relatório de Estágio. Na base da Prática Educativa Supervisionada encontram-se um conjunto de pressupostos teóricos e legais que sustentaram toda a trajetória e que são apresentados neste Relatório. Do mesmo modo, são caracterizados os contextos onde se desenvolveu a prática educativa, visto que é fulcral que a ação do professor tenha em conta as especificidades dos mesmos. Assim, é apresentada uma descrição das experiências e vivências concretizadas ao longo da prática educativa. Esta descrição é acompanhada de uma forte dimensão reflexiva que advém de uma postura crítica e indagadora em que as bases teóricas, didáticas e pedagógicas adquiridas se encontram espelhadas. As singularidades mencionadas e das quais o professor se deve capacitar, contribuem para o desenvolvimento de uma prática pedagógica com características de investigação-ação, tendo como finalidade melhorar o ambiente educativo. Importa referir que esta etapa, apoiada numa dinâmica de supervisão que contribuiu significativamente para a construção da identidade profissional, constitui apenas o início de um longo caminho do “ser professor”.

Call recognition and individual identification of fish vocalizations based on automatic speech recognition: An example with the Lusitanian toadfish

The study of acoustic communication in animals often requires not only the recognition of species specific acoustic signals but also the identification of individual subjects, all in a complex acoustic background. Moreover, when very long recordings are to be analyzed, automatic recognition and identification processes are invaluable tools to extract the relevant biological information. A pattern recognition methodology based on hidden Markov models is presented inspired by successful results obtained in the most widely known and complex acoustical communication signal: human speech. This methodology was applied here for the first time to the detection and recognition of fish acoustic signals, specifically in a stream of round-the-clock recordings of Lusitanian toadfish (Halobatrachus didactylus) in their natural estuarine habitat. The results show that this methodology is able not only to detect the mating sounds (boatwhistles) but also to identify individual male toadfish, reaching an identification rate of ca. 95%. Moreover this method also proved to be a powerful tool to assess signal durations in large data sets. However, the system failed in recognizing other sound types.

The effects of celebrity endorsement on the consumers’ perceptions towards global brands

Brands are those lifestyles which consumers chose to buy in order to gain the value offered by the company, in order to be part of the community created through the brand equity elements and validated in the purchase of the products. Companies have understood how important it is to build a strong brand and many of them spend millions on aligning the brand with the design and style of the products, projecting the face and values of the company into the advertising campaigns. One of the most popular methods is through endorsement, placing a renounced celebrity and leveraging on the positive feedback of those customers that also follow the activities of the star whose face is on the cover of the marcom campaign. Celebrities have been used for a very long time to promote brands, sell products and services. Research has shown that those spokesmen of a brand who are more attractive can improve the statistics of recall and appeal more interest to the promotion campaign, as well as influence more on customer’s intention of buying the product (Kahle and Homer, 1985). The main purpose of this research is to investigate how celebrity endorsements influence the brand equity dimensions (brand loyalty, brand awareness, perceived quality and brand associations) as well as stimulate consumers’ word-of-mouth through brand identification, growth in interest and the advertising memorability. The hypotheses were tested with the aid of Structural Equation Modelling (SEM) in the PLS (Partial Least Squares) software. The survey is comprised of a target group of 589 respondents, from three countries – Brazil, Moldova and Portugal. Results evidence that the Attitude towards the Celebrity influences different Brand Equity dimensions and affects brand identification, growth in advertisement interest and advertising memorability, generating positive word of mouth (or negative, depending on the type of advertisement and reputation). Based on these findings we suggest further investigation in this area with the possibility to gain more data about the different fields of marcom and the different types of CE which are more appropriate for the given type of business.

La estrategia en la perdurabilidad empresarial. Un estudio de la segunda aerolínea más antigua del mundo: Avianca

Una de las principales dificultades que se presenta en Colombia, para el desarrollo económico y social, está dada por la falta de sostenibilidad de la gran mayoría de empresas en el país. Por este motivo, este trabajo se ha concentrado en investigar este problema y brindar herramientas que ayuden a fomentar una cultura de perdurabilidad. Con este fin, se ha realizado un estudio acerca de Avianca, una empresa referente en el país en lo que respecta a la perdurabilidad, posicionamiento y estrategia, pues, a lo largo de sus casi cien años de historia, ha superado retos y circunstancias, que, de haber actuado de otra manera, habrían podido llevarla a su fin.