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Artigo Científico Acesso embargado Análise dos Tweets sobre a Universidade do Sul de Santa Catarina – Unisul, por meio da mineração de texto e análise de sentimentos(2017) Scandolara, Mariana da Rosa; Carlos, Arthur WeberAcknowledging the competition among higher education institutions, the universities are in search of innovating strategies for their activities. This article represents the creation of a computer system that, utilizing text data mining and sentiment analysis, identifies the polarity of opinions sent by Twitter users about the Universidade do Sul de Santa Catarina - UNISUL. The classification is made using the Naive Bayes probabilistic classification. This algorithm uses machine supervised learning techniques and, for the training algorithm, a number of collected tweets were manually classified by a psychologist. Through result validation, it was found a 75,3% efficiency, which can be considered a good performance bearing in mind that what was developed is a prototype.Artigo Científico Acesso aberto Uma linguagem de domínio específico externa para implementação de testes de unidade e de integração em softwares orientados a objetos(2017) Santini, Rafael de Melo LimaTestes de unidade e de integração implementados na própria linguagem utilizada no desenvolvimento do software podem resultar em códigos pouco legíveis e mais verbosos. Nesse contexto, este artigo descreve o modelo de uma linguagem de domínio específico externa e faz a comparação entre testes implementados na linguagem Java com os equivalentes à linguagem proposta. A pesquisa conclui que os testes implementados na nova linguagem são menos verbosos por apresentarem uma quantidade de símbolos e linhas menor em relação aos testes escritos em Java e são mais legíveis ao incorporar as funcionalidades do framework JUnit e da biblioteca Mockito.Artigo Científico Acesso embargado Modelo computacional para correção automatizada de questões discursivas(2017) Fogliato, Fernando; Pieri, Júlio deThis paper describes a computational model with the objective of automating the correction of discursive questions of applied evaluations at the Universidade do Sul de Santa Catarina (UNISUL). Text mining techniques, similarity between documents and regression models Support Vector Regression and Random Forest are applied to predict the grades. The regression models did not show large differences in the predictions, where Random Forest had 76% prediction accuracy and SVR 73%. The mean difference between the grade given by the teacher and that predicted by the model was 0.38 points using Random Forest and 0.45 points using the SVR. Values that indicate the potentiality of the model.Artigo Científico Acesso fechado Desenvolve: sistema para auxiliar o gerenciamento das curvas de crescimento de bezerras leiteiras(2017) Carvalho, Ana Luiza Luiz; Fernandes, Murilo VieiraIn a dairy cattle production system, the calf creation process is a phase that requires extreme carefulness. Since that is a phase with elevated costs and no immediate profit, it ends up being neglected, presenting high numbers of morbidity and mortality. This article covers the development of a Web System, integrated to a Mobile App, to manage dairy calves’ growth by identifying and warning about possible problems on their developing. After doing tests and analyzing the results, it is possible to declare that the developed software reached the expected goals and revealed to be an useful auxiliary tool for dairy calves’ raising and development.Artigo Científico Acesso embargado Sistema de recomendação georreferenciado para sugestão de eventos(2017) Souza, Renan Willian Raphael; Santos, Vitor FreitasThis article presents an application of the computational technique of recommendation, to help people find events based on their on profile and location. The developed application uses the user feedback as reference for recommendations. The more user feedback, the more the system learns about it and consequently has better performance in future recommendations. In the application, the user can also define a range of an area to be searched, by doing this the system will only suggest to him events that take place in locations within the area that has been defined. For recommendations validation were performed performance tests and obtained satisfactory results with 3 profiles of different users.Artigo Científico Acesso embargado Saúde em dia: sistema para controle de caderneta de vacinação(2017) Fernandes, CarlaThe objective of this paper is to present the development of a information system prototype called Saúde em dia, able to assist on the process of vaccination patients, providing an alternative in case there is a loss of the vaccination card, avoiding unecessary cost with revaccination besides the trouble caused to the person. Developed in PHP language with a responsive layout will allow the use even in smartphones. The validation tests were done after a use of the system and then following a usability questionary with healt care professionals that are in touch in a daily basis with the vaccination of patients. After the test executions and analysis of the questionary results showed that even the system is a prototype, it showed to be a useful tool to the daily day of healt care professionals.Artigo Científico Acesso aberto Akira: um ChatterBot para empresas de telemática(2017) Medeiros Jr., Wilson Souza; Pires, Ismael LaurentinoThis article presents the development of a ChatterBot called AKIRA, an intelligent conversation system that seeks to simulate a human interlocutor through text messaging. In order to improve the treatment of intention between the user and the bot, an organization model of the AIML knowledge base was created, providing a more natural experience between both. In this way, it was possible to assist in customer service in a telematics company, performing the initial service, solving 68,33% of the simple problems and answering doubts.Monografia Acesso aberto Desenvolvimento de um aplicativo de geolocalização de pessoas para prática de idiomas(2017) Ferreira, Mateus de OliveiraDominar uma segunda língua é um dos requisitos para muitas das profissões nos dias de hoje, além de ser a porta para um mundo repleto de conteúdo e informações dentro do atual mundo globalizado. Este projeto visa disponibilizar uma maneira para as pessoas aprenderem novos idiomas de forma interativa, através de um aplicativo que tem como objetivos encontrar pessoa próximas geograficamente com interesses comuns em certos idiomas, para assim, compartilharem seus conhecimentos e experiências. Inicialmente foi realizada uma revisão da literatura sobre temas relacionados a coordenadas geográficas, cálculos de distâncias em superfícies esféricas e aprendizado de idiomas no mundo. O aplicativo foi desenvolvido para ser suportado somente na plataforma Android, utilizando o Firebase como o serviço de back-end do aplicativo. Nesta primeira versão são disponibilizados os idiomas Espanhol, Inglês e o Português para aprendizado. Sendo um usuário cadastrado no aplicativo, é possível localizar pessoas aos arredores, visualizando suas fotos e suas respectivas distâncias, sendo do interesse, é possível iniciar uma conversa privada com algum desses usuários.Artigo Científico Acesso aberto Estimativa da resposta glicêmica em refeições para diabéticos utilizando visão computacional(2017) Bitencourt, Julio Henrique; Corégio, Marcus Hert DaThis paper describes a computational model to estimate nutrientspresent in meals to diabetic people, through digital images. Techniques ofdigital image processing along with computational vision will be applied totreatment and standardization of acquired images, associated with machinelearning techniques to recognition and classification of meal foods. The resultstaken by the model will be confronted against data present in nutritionaltables, defining its inference. After the results validation we got 81,49%precision in food recognizing and a relative mean error of 12,56% on volumeestimation.Artigo Científico Acesso aberto Protótipo de sistema de auxílio na logística de distribuição de água mineral(2017) Ribeiro, Rodrigo Sypriano; Fernandes, Felipe de BittencourtWithin the competitive market of mineral water distribution, the companies that excel are those that strive to improve the quality and efficiency of their customer service. With this in mind, this article presents the development of a prototype for a mineral water distribution support system that seeks to perfect a company’s customer service using both a hardware and software-based solution. The prototype was subject to tests in simulated environments, with the purpose of validating and collecting information related to the proposed solution.Artigo Científico Acesso embargado Aware - sistema de otimização de processos comerciais para a del grande informática(2017) Bento, Roberto Abreu; Rosa, Gabriel Paes daConsidering the increasing level of information storage and the lack of use of information, this work addresses the use of such data through an application responsible for the optimization of the commercial sector procedures in the company Del Grande Informática. As a result of this application, the company obtained a platform to consult information about the behavior of customers, in addition to dividing them into groups, each with characteristics in common, and associative rules that indicate the customers' tendencies towards the services provided. In addition, the use of such an application has positively affected the company's indicators, accelerating and reducing the steps for successful completion of a business process.Artigo Científico Acesso fechado Mineração de dados para identificação de padrões em registros de atendimentos hospitalares - Região da AMUREL (SC)(2018) Espindola, Ana Cristina C.A epidemiologia é uma área da saúde voltada ao estudo do processo saúde-doença da população com o objetivo de estimar e quantificar doenças e suas causas. Neste contexto, com os dados do Hospital Nossa Senhora da Conceição (Tubarão-SC), utilizando-se de técnicas de visualização e mineração de dados, visando a aplicação de algoritmos preditivos, obteve-se um percentual em média de 65% de precisão para classificação dos grupos de doenças relacionadas a fatores ambientais e psicossociais, e 99% de precisão para previsão de óbitos e de atendimentos sem risco de se tornarem doenças compulsórias.Artigo Científico Acesso embargado CheckUp: aplicativo Android para auxiliar a segurança pessoal(2018) Ribeiro, Evandro GasparIn an emergency situation, a person may have no means of help to be rescued and given due protection. An Android mobile application was created to notify selected contacts of the location when needed so they can have quick help and rescue. Android phones have effective technologies capable of updating the user's location through satellites, and in some cases of risk, informing this location, contacts can avoid lightning kidnapping, comforting relatives worried about or even locate missing persons. The CheckUp App is in this branch to automatically activate pre-configured alarms and help avoiding security risks without the user having to ask for help. The application has proven to be effective in updating user locations and has not compromised his privacy.Artigo Científico Acesso aberto Techrun: sistema de apoio a treinadores e atletas corredores(2018) Mendes, Rafael de MedeirosThis article presents a system that supports athletes runners using technologies already consolidated in the market as mobile application and web system. This system aims to assist the sending of training to the athlete and this in turn have easy access to their training grid in this way bringing the technology together with the practice of physical activities and in this sense facilitate increasingly the athlete and instructor to perform and training.Estudo de Caso Acesso aberto Estudo de caso sobre a tecnologia Blockchain, Projeto Ethereum e viabilidade de métodos de mineração(2018) Pereira, Renan RamosIn technological issues and evolutions of the same, Blockchain and Project Ethereum are some of the most current presented, focused on the economic area, its developments unleash vast areas of applications and for that fact, their applications and knowledge are important. In this context, this article aims to present a study on the technologies and their applicability, using the year of experience of the author in the mining method and its monitoring in the market of cryptomoedas in the last year as study data, is finalized with validations of the investments made during the study time informed.Artigo Científico Acesso embargado Sistema para identificação de perfil de consumidores utilizando análise de agrupamento (clusterização)(2018) Heinzen, Renato; Martins, Pedro Da SilvaThis article describes a computational model which uses cluster's techniques for food establishment, with the purpose of collecting and rate products consumed by consumers and figuring out the profile of each one. The main model's goal is to cluster the customers and identify their profiles, therefore where the solution will be applied, the establishment’s owner may make Marketing campaign to the target public or recommendations to new customers, suggesting products based on consumption profiles. The model got positives results after apply the cluster's methods, resulting in distinct three groups of customers, the main feature was the age of each one, determinant to identify the profiles, wherefore it got a great segmentation, became possible to analyse the profile of each one.Artigo Científico Acesso fechado Desenvolvimento e avaliação de um portal regional de divulgação de estabelecimentos e eventos(2018) Marques, JonathaA internet é uma grande rede de comunicação e de compartilhamento de informações. São visíveis as utilizações da tecnologia em todos os setores e a grande vantagem deste meio é que o usuário tem total controle referente a obtenção das informações que tem interesse. O principal objetivo deste artigo, é o desenvolvimento e avaliação de uma ferramenta web, cujo o foco é propor a divulgação e o acesso a informações obtidas após estudo de conceitos de usabilidade e um levantamento de campo no numeroso e competitivo mercado de estabelecimentos e eventos na região Sul de Santa Catarina. O portal foi desenvolvido na linguagem de programação PHP, com banco de dados MySQL, e os resultados obtidos após pesquisa avaliativa demonstram que a ferramenta elaborada teve um ótimo nível de aceitação para os avaliadores, como novo meio de divulgação e facilitando a busca pelas informações pretendidas.Artigo Científico Acesso aberto Análise de resultados de desempenho de uma correia de separação de mercadorias comparando o algoritmo genético com um algoritmo que utiliza a equação da reta(2018) Leonardo, Paulo Cesar MotaThe proposite of this article was compare the performance of a goods separation line using two optimization algorithms for a order selecion to be separated in the company GAM. The first algorithm uses concepts of the equation of the line to select the orders while that the second algorithm was written using a field of artificial intelligence called genetic algorithm that seeks the best order to select the orders. In total there were 3 batteries of simulations with different times of separation. There are 9 simulations for each battery, a simulation using the algorithm of the current situation (algorithm that uses the equation of the line for selection) and 8 using the genetic algorithm. The results obtained with the genetic algorithm were superior when compared to the algorithm of the current situation. In the last battery with the time of 11 seconds to be separated by item, in the best case an improvement of 34%. the results of this research where promising. It was important because with the results obtained, it guarantees us that there is a possibility of improvement in the performance and thus, the perpetuation of the studies.Artigo Científico Acesso fechado Aplicação de um teste de invasão e análise de vulnerabilidade em ambiente empresarial(2018) Oliveira, Felipe Isidoro; Gonçalves, Vinicius NascimentoConsidering the remarkable growth of computer networks in the business sphere, there was a need to create mechanisms for information protection, since it is of inestimable value to the company. Unfortunately, most companies do not seek or do not invest in preventive solutions to ensure information security, using outdated software and systems, not implementing security policies, thus leaving the company's computing infrastructure vulnerable to cyber-attacks. In view of this, the pentest methodology was created, which basically analyzes, explores and tests the company's security mechanisms, identifying the possible flaws that can be encountered, what risk they can bring the company and what procedures should be adopted to minimize the risk of attack. This work aims to implement a pentesting test in a company in order to find possible vulnerabilities and failures of its computational infrastructure and recommend possible solutions.Artigo Científico Acesso aberto Recuperação de informação para auxílio no atendimento ao cliente utilizando mineração de textos e transcrição de áudio das chamadas telefônicas(2018) Waterkemper, Leonardo ThizonConsidering that excellence in customer service is a strategic factor and a differential for competition in the market, and considering that companies should constantly explore ways to increase customer satisfaction, this paper describes the implementation of TF-IDF and cosine similarity as techniques for feature extraction using the texts contained in the history of services already performed by a company, with the purpose of assisting an attendant, looking for those with a similar theme to a problem or doubt informed by the customer. Along with the search system, a program that can transform the audio of a phone call into text for use in the search has been implemented using Google Cloud API. In the validation of the implementation, 82.6% of the searches performed assisted the attendance.