Analysis of panoramio photo tags in order to extract land use information

In the recent past, hardly anyone could predict this course of GIS development. GIS is moving from desktop to cloud. Web 2.0 enabled people to input data into web. These data are becoming increasingly geolocated. Big amounts of data formed something that is called "Big Data". Scientists still don't know how to deal with it completely. Different Data Mining tools are used for trying to extract some useful information from this Big Data. In our study, we also deal with one part of these data - User Generated Geographic Content (UGGC). The Panoramio initiative allows people to upload photos and describe them with tags. These photos are geolocated, which means that they have exact location on the Earth's surface according to a certain spatial reference system. By using Data Mining tools, we are trying to answer if it is possible to extract land use information from Panoramio photo tags. Also, we tried to answer to what extent this information could be accurate. At the end, we compared different Data Mining methods in order to distinguish which one has the most suited performances for this kind of data, which is text. Our answers are quite encouraging. With more than 70% of accuracy, we proved that extracting land use information is possible to some extent. Also, we found Memory Based Reasoning (MBR) method the most suitable method for this kind of data in all cases.

A obrigação alimentar

There is an undeniable link between child support and scholarship, under article 1880 of the portuguese Civil Code. Of course, by being within family relationships, such link could not be out of controversy. At a time when the continuation of studies is more and more urgent, this link between the two, is often subject of disputes, especially resultant from the interpretation of the law, due to the wide extension that it is entitle to; and many times is also insufficient to the most interested people – the youngsters that want to study. Regardless of the imprecision that rules under article 1880 of the portuguese Civil Code, this article reveals a huge importance by enabling young adults and students to continue their studies, with the financial help from their parents - the responsibility of the parents with the support of their children should have ended by the time they have become legal adults, but it is extended by this article, once the criteria is filled, especially related to the reasonableness of what is required to the parents and the temporal duration of the education chosen. That is, considering that reaching adulthood does not cease the duty of support from the parents, it is important to know how much can parents provide to their children, bearing in mind their income and the child’s and his/her needs, behavior and the intellectual capacity of the child as a student and also the parent-child relationship; and, until when is such support due, taking in to account several circumstances of life and the difficulties inherent to the degree chosen and even the extension of the studies to a master or to a PhD degree that justifies the extension of the parent’s duty. Anyway, the application of article 1880 of the portuguese Civil Code is always based on a case by case analysis and on the economic insufficient of the youngsters to suffice themselves and the simultaneous desire to continue their studies.

Microstructural changes befor macroeconomic announcements: Predictability of economic surprises in the U.S. market

Flow of new information is what produces price changes, understanding if the market is unbalanced is fundamental to know how much inventory market makers should keep during an important economic release. After identifying which economic indicators impact the S&P and 10 year Treasuries. The Volume Synchronized Probability of Information-Based Trading (VPIN) will be used as a predictability measure. The results point to some predictability power over economic surprises of the VPIN metric, mainly when calculated using the S&P. This finding appears to be supported when analysing depth imbalance before economic releases. Inferior results were achieved when using treasuries. The final aim of this study is to fill the gap between microstructural changes and macroeconomic events.

O regime penal das imunidades dos titulares dos órgãos políticos de soberania

Portugal is one of the countries that has a constitutional regime of immunity. This protects certain individuals in political positions from prosecution under the law. These individuals are said to have a privileged status when compared to ordinary citizens. The purpose of this study is to examine the immunities enjoyed by President, the members of Parliament and the government ministers. The regime of immunities can be found to generate a certain sense of injustice and feelings of mistrust since the individual can not, albeit temporarily, be held criminally responsible for criminal conduct. It is urgent, therefore, to find a consistent justification with the principles and values of the Criminal Law. The Parliament is the place of the exercise of democratic power and, therefore, a member of Parliament assumes a central position in parliamentary activity. For this reason, it will be necessary to determine analysis to determine the meaning the prerogative of criminal irresponsibility. One question that must be asked is to know how the dogmatic plan that the immunities of the political organs of sovereignty must be seen.

Guarda prisional: força de segurança ou agente responsabilizador?

A permanently changing occidental society framework, simultaneously, to a world Globalization and a market liberalization, requires to know how important and which role the agents plays, in Estates representation, to guarantee their own intern security. Portugal is an example of that since has been integrated in European and world politics that allowed the borders opening, with all the negative consequences of that kind of measures. In way to struggle with those debilities emerge, in our Juridical Order, several security forces such as Prison Guards Corporation, whose contribute to intern security seems undefined and confuse, being urgent legislation in way to describe and clearly define their goals and functions. We begin with a brief history view to understand the evolution, focusing on the present moment, correlate several laws in way to clarify their juridical situation. Using a own critical sense, it draws attention to legislation lack problem in opposition to the conclusion that, Prison Guards Corporation is a security force with specialized expertise in matter and territory fields. Their activity occurs, generally, in penitentiaries where people see themselves without their freedom, legally determinated and confined to places as other individuals with deviant behaviors that deserve society refutation, establishing a separation period having rehabilitation as a goal – it is called general and special prevention. Penitentiaries specificities requires specially police force because penitentiaries are places where tensions are often, both between inmates and against employees, above all prison guards, the first to struggle inmates daily frustrations. In way that institutions achieve their purpose, it is necessary that citizens respect all the rules, although, to their efficacy is necessary to inflict punishment to those who did not respect the rules. Furthermore, it will be indispensable to act immediately in situations as impeding runaway helping, illegally standing in jail and to avoid violent acts against personal and patrimonial belongings. Juridical Order has a few security tools that are available to administration, in which is included coercive methods, that as damaging to citizens in whom they are use, are restricted, unavoidably, to inflexible control rules. Concluding, Prison Guards and Penitentiaries General Direction last goal is to give back recovered inmates to society, in a way to conduct their lives responsibly, without committing crimes.

The global shopper & brands communication at airports

This project aims to illuminate two perspectives on travel retail. On the one hand, it describes the main character of the shopping scenario at airports, namely the Global Shopper. It covers the entire profile of the referred character, the main nationalities that represent him and the current shopping trends of the passenger. Also estimates of the booming nationalities and the future purchasing trends are accurately presented. On the other hand, the travel retail market is analyzed from the airport brands’ perspective. It is described what is currently done in terms of brands communication in the top ten airports around the world and the expected future market retail trends. To accurately explore the Global Shopper behavior and purchasing preferences, a market research was conducted with a sample of 128 respondents, male and female, from different nationalities, age groups, occupation and education backgrounds. The essay tests hypothesis regarding the relevance of several variables in the purchasing process of the Global Shopper in order to understand the most pleasant way to approach consumers in travel retail. The main variables studied concern the reasons to shop at airports, to whom the passenger shops, the preferred category and brand of purchase, feelings while shopping abroad, impulsive buying behavior, brand loyalty, the use of mobile devices in the shopping process, brands communication at airports, pre-ordering online and the attitude towards self-service stores. Some findings were in accordance with expectations, while others were a surprise and may produce valuable recommendations for future travel retail practices. 4 The main relevant results concern two areas, namely pre-ordering online and self-service stores. Results showed a certain stress about not having enough time to choose between the various offerings in travel retail, as well as difficulty in dealing with crowed stores. However, pre-ordering online was not common, which would be an initiative that could solve the discomfort at airport’s stores. Moreover, self-service would promote efficiency in stores allowing passengers to save time if they already know how to go through the shopping process by themselves. Another possible recommendation concerns differentiating the strategy in travel retail for the two genders. Some differences were found in the categories bought by male and female, as well as to how brands should shape their approach concerning the demands of each gender.

O serviço fiscal aduaneiro criminal e contraordenacional da GNR

At a time of global economic instability, to which Portugal is not oblivious, and aware that the main source of Portuguese State revenue relies on the collection of tribute, the National Republican Guard holds within its mission relevant assignments to the protection of the financial interests of the country, in particular, fiscal and customs. These assignments were inherited from the century - old institution Guarda Fiscal - with evidence given in this domain, which was integrated into the National Republican Guard in 1993, to adopt, a 1St model, that held a specialized unit – Brigada Fiscal, with surveillance and patrolling missions of costa and fiscal and customs supervision, throughout the national territory and maritime zone of respect. In 2009, the result of political decisions, reorganization the State's central administration, appears de 2Nd model, because the Brigada Fiscal assignments were divided by two specialized units - UAF with investigation skills, and UCC for patrolling and surveillance of the coast. Analyzed the legal spectrum of special legislation leading the criminal and transgression sector punitive (RGIT), in essence, is in the UAF that resides the role assignments from the scope of the investigation and supervision of goods in the national territory on a par with the tax authority. Tax inspection assignments, fiscal and customs of the National Republican Guard, are unmatched in the National Tribute System, constituting itself as a potentiality of this special body, in similarity of their counterparts - Spain and Italy; however, have some constraints, that urge to clarify and repair. Foreseeing the future, face the announced news of a new restructuring, on behalf of the interests of the country, and in order to raise the quality of performance of the tax inspection, fiscal and customs, the National Republican Guard shall maintain a model based on the experience already accumulated, obviously adapted to the new demands of a changing society. Despite the current model gain in efficiency, loses in effectiveness. However, the efficiency of a model, without the necessary resources, can never bring “the letter to Garcia” against any kind of infringements, criminal or transgressions. Unless better opinion, both tax structures of the National Republican Guard are valid as an instrument for the prevention and combat of these illegal types. Because they are strategic in pursuing the public interest, given the scarce resources of the country and be the National Republican Guard, the force with the means and know-how of this nature. The political power has the final word.