CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases

Detalhes bibliográficos
Ano de defesa: 2018
Autor(a) principal: Sá, Kévin Cardoso de
Orientador(a): Costa, Cristiano André da
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade do Vale do Rio dos Sinos
Programa de Pós-Graduação: Programa de Pós-Graduação em Computação Aplicada
Departamento: Escola Politécnica
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://www.repositorio.jesuita.org.br/handle/UNISINOS/7005
Resumo: Chronic diseases are the main cause of mortality in the last few decades, accounting for 59% of all deaths in the world. It is possible to prevent the development of such diseases using tools and methods that instruct the population. One way to achieve this goal is by using games, since they make it possible to teach subjects to the users, without them actively knowing that they are learning new concepts. Through a mapping study, it was possible to identify existing works that employ games focused on chronic conditions, however these works cover a reduced range of these conditions, are mainly targeted towards a younger audience and the majority is of a specific genre, exergames. In this context, this work proposes a model, named CCMUG, for the development of mobile and ubiquitous games that address chronic diseases. The contribution of our work is the definition of a model for the development of games for awareness focused on chronic diseases, subdividing the model into components with relationships between them. Unlike the related work considered, there are no restrictions regarding the type of game target audience and chronic disease addressed. The model aids in the development of games of the most varied genres, for different chronic conditions and individuals of all ages. We conceived the design and developed a mobile game focused on HIV/AIDS, based on the model proposed in this work. We then conducted a individual evaluation with a group of Digital Games undergraduate students of Universidade do Vale do Rio dos Sinos (Unisinos), with the objective to qualify the design of the game. The results obtained show that the game assumes its role of entertaining the players and teaching them concepts regarding the chronic condition. Furthermore, we identified aspects of the design to be improved in the development of the game prototype. Afterwards, we conducted a second evaluation, employing the focus group methodology, with a group of six students who participated in the first evaluation. The aim of this evaluation was to identify if a narrative should be used in the game and, if so, how it should be designed. The participants agreed that the use of a narrative would be beneficial in a game that tries to teach new concepts to the players, but it should be well elaborated. Through the focus group, we conceived a narrative for the game as well as additional features originated from the story. Then, we conducted an evaluation on the prototype after its development to assess the user enjoyment of the game. It was based on a modified version of EGameFlow, a survey that serves as a scale of measurement of the enjoyment and fun of the users in e-learning games. EGameFlow is divided in several dimensions that are assessed with the mean and standard deviation of the answers of the participants. The participants played the game and answered the questionnaire. Overall, all dimensions scored satisfactorily, showing that the prototype is considered to be fun and enjoyable for the players. The last evaluation of this work gathered opinions of game developers to ascertain the validity of our model, its components and relations for developing games focused on chronic conditions. This step occurred as a individual structured interview that followed a explanation of the proposed model and the developed prototype. There were no requests to remove, add or drastically change any component of our model, only minor corrections were applied. Overall, the results are positive and all developers fully agree that our model can be used to develop games, mobile or ubiquitous, focused on chronic conditions without the restrictions identified in the related works. The results confirm that CCMUG can be used as a guideline to develop games in this context. However, more evaluations with different prototypes focusing on other chronic diseases are planned as future works.
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spelling 2018-04-20T12:48:24Z2018-04-20T12:48:24Z2018-02-27Submitted by JOSIANE SANTOS DE OLIVEIRA (josianeso) on 2018-04-20T12:48:24Z No. of bitstreams: 1 Kévin Cardoso de Sá_.pdf: 3208171 bytes, checksum: dfc5ea787aaa256079d1f84d750608ff (MD5)Made available in DSpace on 2018-04-20T12:48:24Z (GMT). No. of bitstreams: 1 Kévin Cardoso de Sá_.pdf: 3208171 bytes, checksum: dfc5ea787aaa256079d1f84d750608ff (MD5) Previous issue date: 2018-02-27Chronic diseases are the main cause of mortality in the last few decades, accounting for 59% of all deaths in the world. It is possible to prevent the development of such diseases using tools and methods that instruct the population. One way to achieve this goal is by using games, since they make it possible to teach subjects to the users, without them actively knowing that they are learning new concepts. Through a mapping study, it was possible to identify existing works that employ games focused on chronic conditions, however these works cover a reduced range of these conditions, are mainly targeted towards a younger audience and the majority is of a specific genre, exergames. In this context, this work proposes a model, named CCMUG, for the development of mobile and ubiquitous games that address chronic diseases. The contribution of our work is the definition of a model for the development of games for awareness focused on chronic diseases, subdividing the model into components with relationships between them. Unlike the related work considered, there are no restrictions regarding the type of game target audience and chronic disease addressed. The model aids in the development of games of the most varied genres, for different chronic conditions and individuals of all ages. We conceived the design and developed a mobile game focused on HIV/AIDS, based on the model proposed in this work. We then conducted a individual evaluation with a group of Digital Games undergraduate students of Universidade do Vale do Rio dos Sinos (Unisinos), with the objective to qualify the design of the game. The results obtained show that the game assumes its role of entertaining the players and teaching them concepts regarding the chronic condition. Furthermore, we identified aspects of the design to be improved in the development of the game prototype. Afterwards, we conducted a second evaluation, employing the focus group methodology, with a group of six students who participated in the first evaluation. The aim of this evaluation was to identify if a narrative should be used in the game and, if so, how it should be designed. The participants agreed that the use of a narrative would be beneficial in a game that tries to teach new concepts to the players, but it should be well elaborated. Through the focus group, we conceived a narrative for the game as well as additional features originated from the story. Then, we conducted an evaluation on the prototype after its development to assess the user enjoyment of the game. It was based on a modified version of EGameFlow, a survey that serves as a scale of measurement of the enjoyment and fun of the users in e-learning games. EGameFlow is divided in several dimensions that are assessed with the mean and standard deviation of the answers of the participants. The participants played the game and answered the questionnaire. Overall, all dimensions scored satisfactorily, showing that the prototype is considered to be fun and enjoyable for the players. The last evaluation of this work gathered opinions of game developers to ascertain the validity of our model, its components and relations for developing games focused on chronic conditions. This step occurred as a individual structured interview that followed a explanation of the proposed model and the developed prototype. There were no requests to remove, add or drastically change any component of our model, only minor corrections were applied. Overall, the results are positive and all developers fully agree that our model can be used to develop games, mobile or ubiquitous, focused on chronic conditions without the restrictions identified in the related works. The results confirm that CCMUG can be used as a guideline to develop games in this context. However, more evaluations with different prototypes focusing on other chronic diseases are planned as future works.Doenças crônicas são a principal causa de mortalidade, representando 59% de todas as mortes do mundo. É possível prevenir o desenvolvimento da doença por intermédio de ferramentas e métodos que instruem a população. Uma forma de alcançar esse objetivo é utilizando jogos, visto que eles possibilitam ensinar assuntos sem que os usuários tenham consciência de estarem aprendendo novos conceitos. Através de um mapeamento sistemático, foi possível identificar trabalhos existentes que empregam jogos no âmbito de condições crônicas, entretanto tais trabalhos abrangem uma gama reduzida dessas condições, são principalmente direcionados para um público jovem e a maioria é de um gênero específico, exergames. Nesse contexto, este trabalho propõe um modelo, chamado CCMUG, para o desenvolvimento de jogos móveis e ubíquos com o foco em doenças crônicas. A contribuição do nosso trabalho é a definição de um modelo para o desenvolvimento de jogos móveis e ubíquos para conscientização focados em doenças crônicas, subdividindo o modelo em componentes com relações entre eles. Diferentemente dos trabalhos relacionados considerados, não há restrições quanto ao tipo de jogo, público-alvo e doença crônica abordada. O modelo auxilia no desenvolvimento de jogos dos gêneros mais variados, para diferentes condições crônicas e indivíduos de todas as idades. Foi concebido o design e desenvolvido um jogo móvel que aborda o tema HIV/AIDS com base no modelo proposto neste trabalho. Em seguida, realizamos uma avaliação individual com uma turma de graduandos de Jogos Digitais da Universidade do Vale do Rio dos Sinos (Unisinos), com o objetivo de qualificar o design do jogo. Os resultados obtidos constatam que o jogo concebido desempenha sua função de entreter os jogadores e ensiná-los conceitos sobre a condição crônica. Além disso, foram identificados aspectos do design a serem aprimorados no desenvolvimento do protótipo do jogo. Posteriormente, realizamos uma segunda avaliação, empregando a metodologia do grupo focal, com um grupo de seis alunos que participaram da primeira avaliação. O objetivo desta avaliação foi identificar se uma narrativa deve ser usada no jogo e, em caso afirmativo, como ela deve ser projetada. Os participantes concordaram que o uso de uma narrativa seria benéfico em um jogo que tenta ensinar novos conceitos aos jogadores, mas ela deve ser bem elaborada. Através do grupo focal, criamos uma narrativa para o jogo, bem como features adicionais originadas a partir dessa história. Em seguida, realizamos uma avaliação do protótipo, após o seu desenvolvimento, para avaliar a diversão do jogo pelo usuário. Essa avaliação foi baseada em uma versão modificada do EGameFlow, um questionário que serve como uma escala de medida do prazer e diversão dos usuários em jogos de aprendizado. EGameFlow é dividido em várias dimensões que são avaliadas através do desvio padrão e média das respostas dos participantes. Os participantes jogaram o jogo e responderam ao questionário. No geral, os resultados de todas as dimensões foram satisfatórios, mostrando que o protótipo é considerado prazeroso e divertido para os jogadores. A última avaliação deste trabalho reuniu opiniões de desenvolvedores de jogos para verificar a validade de nosso modelo, seus componentes e relações para o desenvolvimento de jogos focados em condições crônicas. Este passo ocorreu como uma entrevista estruturada individual que seguiu uma explicação do modelo proposto e do protótipo desenvolvido. Não houveram solicitações para remover, adicionar ou alterar drasticamente qualquer componente do nosso modelo, apenas foram aplicadas pequenas correções. No geral, os resultados são positivos e todos os desenvolvedores concordam plenamente que nosso modelo pode ser usado para desenvolver jogos, móveis ou ubíquos, focados em condições crônicas sem as restrições identificadas nos trabalhos relacionados. Os resultados confirmam que o CCMUG pode ser usado como base para desenvolver jogos neste contexto. No entanto, mais avaliações com diferentes protótipos com foco em outras doenças crônicas estão planejadas como trabalhos futuros.CAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorSá, Kévin Cardoso dehttp://lattes.cnpq.br/2905321970638193http://lattes.cnpq.br/9637121030877187Costa, Cristiano André daUniversidade do Vale do Rio dos SinosPrograma de Pós-Graduação em Computação AplicadaUnisinosBrasilEscola PolitécnicaCCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseasesACCNPQ::Ciências Exatas e da Terra::Ciência da ComputaçãoInformática médicaDoenças crônicasCondições crônicasJogos móveisJogos ubíquosJogos sériosMedical informaticsChronic diseasesChronic conditionsMobile gamesUbiquitous gamesSerious gamesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesishttp://www.repositorio.jesuita.org.br/handle/UNISINOS/7005info:eu-repo/semantics/openAccessporreponame:Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos)instname:Universidade do Vale do Rio dos Sinos (UNISINOS)instacron:UNISINOSORIGINALKévin Cardoso de Sá_.pdfKévin Cardoso de Sá_.pdfapplication/pdf3208171http://repositorio.jesuita.org.br/bitstream/UNISINOS/7005/1/K%C3%A9vin+Cardoso+de+S%C3%A1_.pdfdfc5ea787aaa256079d1f84d750608ffMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-82175http://repositorio.jesuita.org.br/bitstream/UNISINOS/7005/2/license.txt320e21f23402402ac4988605e1edd177MD52UNISINOS/70052018-04-20 09:54:54.871oai:www.repositorio.jesuita.org.br:UNISINOS/7005Ck5PVEE6IENPTE9RVUUgQVFVSSBBIFNVQSBQUsOTUFJJQSBMSUNFTsOHQQoKRXN0YSBsaWNlbsOnYSBkZSBleGVtcGxvIMOpIGZvcm5lY2lkYSBhcGVuYXMgcGFyYSBmaW5zIGluZm9ybWF0aXZvcy4KCkxpY2Vuw6dhIERFIERJU1RSSUJVScOHw4NPIE7Dg08tRVhDTFVTSVZBCgpDb20gYSBhcHJlc2VudGHDp8OjbyBkZXN0YSBsaWNlbsOnYSwgdm9jw6ogKG8gYXV0b3IgKGVzKSBvdSBvIHRpdHVsYXIgZG9zIGRpcmVpdG9zIGRlIGF1dG9yKSBjb25jZWRlIMOgIApVbml2ZXJzaWRhZGUgZG8gVmFsZSBkbyBSaW8gZG9zIFNpbm9zIChVTklTSU5PUykgbyBkaXJlaXRvIG7Do28tZXhjbHVzaXZvIGRlIHJlcHJvZHV6aXIsICB0cmFkdXppciAoY29uZm9ybWUgZGVmaW5pZG8gYWJhaXhvKSwgZS9vdSAKZGlzdHJpYnVpciBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gKGluY2x1aW5kbyBvIHJlc3VtbykgcG9yIHRvZG8gbyBtdW5kbyBubyBmb3JtYXRvIGltcHJlc3NvIGUgZWxldHLDtG5pY28gZSAKZW0gcXVhbHF1ZXIgbWVpbywgaW5jbHVpbmRvIG9zIGZvcm1hdG9zIMOhdWRpbyBvdSB2w61kZW8uCgpWb2PDqiBjb25jb3JkYSBxdWUgYSBTaWdsYSBkZSBVbml2ZXJzaWRhZGUgcG9kZSwgc2VtIGFsdGVyYXIgbyBjb250ZcO6ZG8sIHRyYW5zcG9yIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAKcGFyYSBxdWFscXVlciBtZWlvIG91IGZvcm1hdG8gcGFyYSBmaW5zIGRlIHByZXNlcnZhw6fDo28uCgpWb2PDqiB0YW1iw6ltIGNvbmNvcmRhIHF1ZSBhIFNpZ2xhIGRlIFVuaXZlcnNpZGFkZSBwb2RlIG1hbnRlciBtYWlzIGRlIHVtYSBjw7NwaWEgYSBzdWEgdGVzZSBvdSAKZGlzc2VydGHDp8OjbyBwYXJhIGZpbnMgZGUgc2VndXJhbsOnYSwgYmFjay11cCBlIHByZXNlcnZhw6fDo28uCgpWb2PDqiBkZWNsYXJhIHF1ZSBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gw6kgb3JpZ2luYWwgZSBxdWUgdm9jw6ogdGVtIG8gcG9kZXIgZGUgY29uY2VkZXIgb3MgZGlyZWl0b3MgY29udGlkb3MgCm5lc3RhIGxpY2Vuw6dhLiBWb2PDqiB0YW1iw6ltIGRlY2xhcmEgcXVlIG8gZGVww7NzaXRvIGRhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gbsOjbywgcXVlIHNlamEgZGUgc2V1IApjb25oZWNpbWVudG8sIGluZnJpbmdlIGRpcmVpdG9zIGF1dG9yYWlzIGRlIG5pbmd1w6ltLgoKQ2FzbyBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gY29udGVuaGEgbWF0ZXJpYWwgcXVlIHZvY8OqIG7Do28gcG9zc3VpIGEgdGl0dWxhcmlkYWRlIGRvcyBkaXJlaXRvcyBhdXRvcmFpcywgdm9jw6ogCmRlY2xhcmEgcXVlIG9idGV2ZSBhIHBlcm1pc3PDo28gaXJyZXN0cml0YSBkbyBkZXRlbnRvciBkb3MgZGlyZWl0b3MgYXV0b3JhaXMgcGFyYSBjb25jZWRlciDDoCBTaWdsYSBkZSBVbml2ZXJzaWRhZGUgCm9zIGRpcmVpdG9zIGFwcmVzZW50YWRvcyBuZXN0YSBsaWNlbsOnYSwgZSBxdWUgZXNzZSBtYXRlcmlhbCBkZSBwcm9wcmllZGFkZSBkZSB0ZXJjZWlyb3MgZXN0w6EgY2xhcmFtZW50ZSAKaWRlbnRpZmljYWRvIGUgcmVjb25oZWNpZG8gbm8gdGV4dG8gb3Ugbm8gY29udGXDumRvIGRhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBvcmEgZGVwb3NpdGFkYS4KCkNBU08gQSBURVNFIE9VIERJU1NFUlRBw4fDg08gT1JBIERFUE9TSVRBREEgVEVOSEEgU0lETyBSRVNVTFRBRE8gREUgVU0gUEFUUk9Dw41OSU8gT1UgCkFQT0lPIERFIFVNQSBBR8OKTkNJQSBERSBGT01FTlRPIE9VIE9VVFJPIE9SR0FOSVNNTyBRVUUgTsODTyBTRUpBIEEgU0lHTEEgREUgClVOSVZFUlNJREFERSwgVk9Dw4ogREVDTEFSQSBRVUUgUkVTUEVJVE9VIFRPRE9TIEUgUVVBSVNRVUVSIERJUkVJVE9TIERFIFJFVklTw4NPIENPTU8gClRBTULDiU0gQVMgREVNQUlTIE9CUklHQcOHw5VFUyBFWElHSURBUyBQT1IgQ09OVFJBVE8gT1UgQUNPUkRPLgoKQSBTaWdsYSBkZSBVbml2ZXJzaWRhZGUgc2UgY29tcHJvbWV0ZSBhIGlkZW50aWZpY2FyIGNsYXJhbWVudGUgbyBzZXUgbm9tZSAocykgb3UgbyhzKSBub21lKHMpIGRvKHMpIApkZXRlbnRvcihlcykgZG9zIGRpcmVpdG9zIGF1dG9yYWlzIGRhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbywgZSBuw6NvIGZhcsOhIHF1YWxxdWVyIGFsdGVyYcOnw6NvLCBhbMOpbSBkYXF1ZWxhcyAKY29uY2VkaWRhcyBwb3IgZXN0YSBsaWNlbsOnYS4KBiblioteca Digital de Teses e Dissertaçõeshttp://www.repositorio.jesuita.org.br/oai/requestopendoar:2018-04-20T12:54:54Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) - Universidade do Vale do Rio dos Sinos (UNISINOS)false
dc.title.pt_BR.fl_str_mv CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
title CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
spellingShingle CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
Sá, Kévin Cardoso de
ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação
Informática médica
Doenças crônicas
Condições crônicas
Jogos móveis
Jogos ubíquos
Jogos sérios
Medical informatics
Chronic diseases
Chronic conditions
Mobile games
Ubiquitous games
Serious games
title_short CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
title_full CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
title_fullStr CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
title_full_unstemmed CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
title_sort CCMUG : a model for the development of mobile and ubiquitous games focused on chronic diseases
author Sá, Kévin Cardoso de
author_facet Sá, Kévin Cardoso de
author_role author
dc.contributor.authorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/2905321970638193
dc.contributor.advisorLattes.pt_BR.fl_str_mv http://lattes.cnpq.br/9637121030877187
dc.contributor.author.fl_str_mv Sá, Kévin Cardoso de
dc.contributor.advisor1.fl_str_mv Costa, Cristiano André da
contributor_str_mv Costa, Cristiano André da
dc.subject.cnpq.fl_str_mv ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação
topic ACCNPQ::Ciências Exatas e da Terra::Ciência da Computação
Informática médica
Doenças crônicas
Condições crônicas
Jogos móveis
Jogos ubíquos
Jogos sérios
Medical informatics
Chronic diseases
Chronic conditions
Mobile games
Ubiquitous games
Serious games
dc.subject.por.fl_str_mv Informática médica
Doenças crônicas
Condições crônicas
Jogos móveis
Jogos ubíquos
Jogos sérios
dc.subject.eng.fl_str_mv Medical informatics
Chronic diseases
Chronic conditions
Mobile games
Ubiquitous games
Serious games
description Chronic diseases are the main cause of mortality in the last few decades, accounting for 59% of all deaths in the world. It is possible to prevent the development of such diseases using tools and methods that instruct the population. One way to achieve this goal is by using games, since they make it possible to teach subjects to the users, without them actively knowing that they are learning new concepts. Through a mapping study, it was possible to identify existing works that employ games focused on chronic conditions, however these works cover a reduced range of these conditions, are mainly targeted towards a younger audience and the majority is of a specific genre, exergames. In this context, this work proposes a model, named CCMUG, for the development of mobile and ubiquitous games that address chronic diseases. The contribution of our work is the definition of a model for the development of games for awareness focused on chronic diseases, subdividing the model into components with relationships between them. Unlike the related work considered, there are no restrictions regarding the type of game target audience and chronic disease addressed. The model aids in the development of games of the most varied genres, for different chronic conditions and individuals of all ages. We conceived the design and developed a mobile game focused on HIV/AIDS, based on the model proposed in this work. We then conducted a individual evaluation with a group of Digital Games undergraduate students of Universidade do Vale do Rio dos Sinos (Unisinos), with the objective to qualify the design of the game. The results obtained show that the game assumes its role of entertaining the players and teaching them concepts regarding the chronic condition. Furthermore, we identified aspects of the design to be improved in the development of the game prototype. Afterwards, we conducted a second evaluation, employing the focus group methodology, with a group of six students who participated in the first evaluation. The aim of this evaluation was to identify if a narrative should be used in the game and, if so, how it should be designed. The participants agreed that the use of a narrative would be beneficial in a game that tries to teach new concepts to the players, but it should be well elaborated. Through the focus group, we conceived a narrative for the game as well as additional features originated from the story. Then, we conducted an evaluation on the prototype after its development to assess the user enjoyment of the game. It was based on a modified version of EGameFlow, a survey that serves as a scale of measurement of the enjoyment and fun of the users in e-learning games. EGameFlow is divided in several dimensions that are assessed with the mean and standard deviation of the answers of the participants. The participants played the game and answered the questionnaire. Overall, all dimensions scored satisfactorily, showing that the prototype is considered to be fun and enjoyable for the players. The last evaluation of this work gathered opinions of game developers to ascertain the validity of our model, its components and relations for developing games focused on chronic conditions. This step occurred as a individual structured interview that followed a explanation of the proposed model and the developed prototype. There were no requests to remove, add or drastically change any component of our model, only minor corrections were applied. Overall, the results are positive and all developers fully agree that our model can be used to develop games, mobile or ubiquitous, focused on chronic conditions without the restrictions identified in the related works. The results confirm that CCMUG can be used as a guideline to develop games in this context. However, more evaluations with different prototypes focusing on other chronic diseases are planned as future works.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-04-20T12:48:24Z
dc.date.available.fl_str_mv 2018-04-20T12:48:24Z
dc.date.issued.fl_str_mv 2018-02-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
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language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade do Vale do Rio dos Sinos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Computação Aplicada
dc.publisher.initials.fl_str_mv Unisinos
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola Politécnica
publisher.none.fl_str_mv Universidade do Vale do Rio dos Sinos
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MD5
repository.name.fl_str_mv Repositório Institucional da UNISINOS (RBDU Repositório Digital da Biblioteca da Unisinos) - Universidade do Vale do Rio dos Sinos (UNISINOS)
repository.mail.fl_str_mv
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