Estudo, definição e proposta de representação de interface web visando à atividade de teste de software

Detalhes bibliográficos
Autor(a) principal: Jorge, Rodrigo Funabashi
Data de Publicação: 2016
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFG
dARK ID: ark:/38995/001300000cxb4
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/9786
Resumo: The main purpose of software engineering is to subsidy the software development, from its specification to its implementation and maintenance, by applying methods, processes and tools seeking for a higher quality software product. One of the activities to get the desired quality is software testing. This activity can become very complex, depending on the characteristics and dimensions of the software product under developed and thus, is subjected to various kinds of problems which, eventually, may result on a product with faults, jeopardizing its quality. Despite the complexity and limitations of testing, there are in the literature different techniques that can be used to generate test data to satisfy several testing criteria, aiming at to reduce the cost of testing. However, generation of test data is an undecidable problem due to the complexity, constraints, and size of programs. One of the factors that increase the complexity is the use of user interfaces (UI), present in many applications. This complexity is a result of the high number of available input combinations, making it virtually impossible to hold the UI tests manually. Among the alternatives that enable the automation of the most recognized and advantageous is the UI based testing models. This technique involves the construction of a model to abstract the UI elements, its interactions, and structure to be tested. From this model, the test data can be generated. However, a troublesome factor in this approach lies in building the model. This process can be costly and time consuming. Additionally, even after the effort, the model can be incomplete and may not represent precisely the actual characteristics of the application. When studying the state of the art for testing UI, we noted that there are tools that allow to perform such testing automatically. But they also have some limitations, mainly arising from the representation model adopted. Thus the purpose of this thesis is to propose a UI representation model that brings benefits over existing representations in today literature, evolving the state of art on this area. With the proposal of this model we can represent, with the greatest level of detail, a graphical interface for web software applications. A preliminary study comparing the model with others available in the literature, highlights the benefits achieved.
id UFG-2_a6f4d47167b8d2b5440f0bcfbd41c17d
oai_identifier_str oai:repositorio.bc.ufg.br:tede/9786
network_acronym_str UFG-2
network_name_str Repositório Institucional da UFG
repository_id_str
spelling Vincenzi, Auri Marcelo RizzoVincenzi, Auri Marcelo RizzoCamilo Júnior, Celso GonçalvesLeitão Júnior, Plínio de SáOliveira, Celso SocorroJubileu, Andrea Padovanhttp://lattes.cnpq.br/0781750320198526Jorge, Rodrigo Funabashi2019-07-04T13:42:14Z2016-04-01JORGE, Rodrigo Funabashi. Estudo, definição e proposta de representação de interface web visando à atividade de teste de software. 2016. 145 f . Tese (Doutorado em Ciência da Computação) - Universidade Federal de Goiás, Goiânia, 2016.http://repositorio.bc.ufg.br/tede/handle/tede/9786ark:/38995/001300000cxb4The main purpose of software engineering is to subsidy the software development, from its specification to its implementation and maintenance, by applying methods, processes and tools seeking for a higher quality software product. One of the activities to get the desired quality is software testing. This activity can become very complex, depending on the characteristics and dimensions of the software product under developed and thus, is subjected to various kinds of problems which, eventually, may result on a product with faults, jeopardizing its quality. Despite the complexity and limitations of testing, there are in the literature different techniques that can be used to generate test data to satisfy several testing criteria, aiming at to reduce the cost of testing. However, generation of test data is an undecidable problem due to the complexity, constraints, and size of programs. One of the factors that increase the complexity is the use of user interfaces (UI), present in many applications. This complexity is a result of the high number of available input combinations, making it virtually impossible to hold the UI tests manually. Among the alternatives that enable the automation of the most recognized and advantageous is the UI based testing models. This technique involves the construction of a model to abstract the UI elements, its interactions, and structure to be tested. From this model, the test data can be generated. However, a troublesome factor in this approach lies in building the model. This process can be costly and time consuming. Additionally, even after the effort, the model can be incomplete and may not represent precisely the actual characteristics of the application. When studying the state of the art for testing UI, we noted that there are tools that allow to perform such testing automatically. But they also have some limitations, mainly arising from the representation model adopted. Thus the purpose of this thesis is to propose a UI representation model that brings benefits over existing representations in today literature, evolving the state of art on this area. With the proposal of this model we can represent, with the greatest level of detail, a graphical interface for web software applications. A preliminary study comparing the model with others available in the literature, highlights the benefits achieved.O objetivo principal da Engenharia de Software é dar subsídios para desenvolvimento de software, desde a sua especificação até sua implantação e manutenção, aplicando métodos, processos e ferra-mentas, buscando uma maior qualidade no software produzido. Uma das atividades para se buscar a qualidade desejada é a atividade de teste de software. Essa atividade pode se tornar bastante complexa, dependendo das características e dimensões do produto de software a ser desenvolvido e, desse modo, está sujeita a diversos tipos de problemas que acabam resultando na obtenção de um produto com defeitos, prejudicando assim a qualidade do mesmo. Apesar da complexidade e das limitações existentes, encontram-se na literatura diferentes técnicas que podem ser utiliza-das para gerar dados de teste para satisfazer os diversos critérios de teste de software existentes, procurando assim reduzir o custo dos testes. Porém, a geração de dados de teste é um problema indecidível, devido à complexidade e o tamanho de programas. Um dos fatores que aumentam a complexidade é o uso de interfaces do usuário (UI – User Interfaces), presentes em muitas aplica-ções. Essa complexidade é resultante do elevado número de combinações de entrada disponível, tornando praticamente impossível realizar os testes UI de forma manual. Dentre as alternativas que viabilizam a automatização uma das mais reconhecidas e vantajosas é o teste de UI baseado em modelos. Esta técnica passa pela construção de um modelo a partir da estrutura da interface da aplicação a ser testada e os dados de teste são gerados a partir desse modelo. Porém, um fator problemático desta abordagem reside na construção do modelo. Este processo pode ser demorado e dispendioso e, em alguns casos, pode ser bastante complicado e não atingir um objetivo satisfatório por não conseguirem representar, por meio do modelo proposto, características reais da aplicação. Ao estudar o estado da arte de teste UI, observou-se que existem ferramentas que permitem realizar tais testes automaticamente, mas essas ainda possuem algumas limitações, principalmente decorrentes do modelo de representação da interface adotado por elas. Desse modo, a proposta dessa tese é propor um modelo de representação de UI que traga benefícios em relação às representações hoje existentes na literatura. Com a proposta deste modelo é possível representar com o maior nível de detalhes uma interface gráfica para aplicações de software. Um estudo preliminar, comparando o modelo proposto com outros disponíveis na literatura, evidencia os benefícios alcançados.Submitted by Marlene Santos (marlene.bc.ufg@gmail.com) on 2019-07-04T11:12:57Z No. of bitstreams: 2 Tese - Rodrigo Funabashi Jorge - 2016.pdf: 3455785 bytes, checksum: 79d3cc781d28ace4420e0d36a1336fc7 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2019-07-04T13:42:14Z (GMT) No. of bitstreams: 2 Tese - Rodrigo Funabashi Jorge - 2016.pdf: 3455785 bytes, checksum: 79d3cc781d28ace4420e0d36a1336fc7 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2019-07-04T13:42:14Z (GMT). No. of bitstreams: 2 Tese - Rodrigo Funabashi Jorge - 2016.pdf: 3455785 bytes, checksum: 79d3cc781d28ace4420e0d36a1336fc7 (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2016-04-01Outroapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Ciência da Computação (INF)UFGBrasilInstituto de Informática - INF (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessTeste baseado em modelosTeste GUIGeração de dados de teste e automatização da atividade de testeModel based testingGUI testTest data generation and automation test activityCIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAOEstudo, definição e proposta de representação de interface web visando à atividade de teste de softwareStudy, definition and proposal of web interface representation aiming at the software testing activityinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis-3303550325223384799600600600600-771226673463364476836717112058112045092442915598251853972reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://repositorio.bc.ufg.br/tede/bitstreams/06050ec2-4db3-4060-8cde-7b98dcfd70b5/downloadbd3efa91386c1718a7f26a329fdcb468MD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849http://repositorio.bc.ufg.br/tede/bitstreams/8a43c5e8-dc4d-408e-adde-d74415aa3e4a/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/cabbf383-e4fe-4b2c-b691-64845f8c5df6/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80http://repositorio.bc.ufg.br/tede/bitstreams/d0c2ed3a-95dc-447c-945f-6b7bc239fa9f/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALTese - Rodrigo Funabashi Jorge - 2016.pdfTese - Rodrigo Funabashi Jorge - 2016.pdfapplication/pdf3455785http://repositorio.bc.ufg.br/tede/bitstreams/fca3085d-adb3-4d7c-9fda-7bfb15a4c502/download79d3cc781d28ace4420e0d36a1336fc7MD55tede/97862019-07-04 10:42:14.964http://creativecommons.org/licenses/by-nc-nd/4.0/Acesso Abertoopen.accessoai:repositorio.bc.ufg.br:tede/9786http://repositorio.bc.ufg.br/tedeRepositório InstitucionalPUBhttp://repositorio.bc.ufg.br/oai/requesttasesdissertacoes.bc@ufg.bropendoar:2019-07-04T13:42:14Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)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
dc.title.eng.fl_str_mv Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
dc.title.alternative.eng.fl_str_mv Study, definition and proposal of web interface representation aiming at the software testing activity
title Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
spellingShingle Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
Jorge, Rodrigo Funabashi
Teste baseado em modelos
Teste GUI
Geração de dados de teste e automatização da atividade de teste
Model based testing
GUI test
Test data generation and automation test activity
CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
title_short Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
title_full Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
title_fullStr Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
title_full_unstemmed Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
title_sort Estudo, definição e proposta de representação de interface web visando à atividade de teste de software
author Jorge, Rodrigo Funabashi
author_facet Jorge, Rodrigo Funabashi
author_role author
dc.contributor.advisor1.fl_str_mv Vincenzi, Auri Marcelo Rizzo
dc.contributor.referee1.fl_str_mv Vincenzi, Auri Marcelo Rizzo
dc.contributor.referee2.fl_str_mv Camilo Júnior, Celso Gonçalves
dc.contributor.referee3.fl_str_mv Leitão Júnior, Plínio de Sá
dc.contributor.referee4.fl_str_mv Oliveira, Celso Socorro
dc.contributor.referee5.fl_str_mv Jubileu, Andrea Padovan
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0781750320198526
dc.contributor.author.fl_str_mv Jorge, Rodrigo Funabashi
contributor_str_mv Vincenzi, Auri Marcelo Rizzo
Vincenzi, Auri Marcelo Rizzo
Camilo Júnior, Celso Gonçalves
Leitão Júnior, Plínio de Sá
Oliveira, Celso Socorro
Jubileu, Andrea Padovan
dc.subject.por.fl_str_mv Teste baseado em modelos
Teste GUI
Geração de dados de teste e automatização da atividade de teste
Model based testing
GUI test
Test data generation and automation test activity
topic Teste baseado em modelos
Teste GUI
Geração de dados de teste e automatização da atividade de teste
Model based testing
GUI test
Test data generation and automation test activity
CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::CIENCIA DA COMPUTACAO
description The main purpose of software engineering is to subsidy the software development, from its specification to its implementation and maintenance, by applying methods, processes and tools seeking for a higher quality software product. One of the activities to get the desired quality is software testing. This activity can become very complex, depending on the characteristics and dimensions of the software product under developed and thus, is subjected to various kinds of problems which, eventually, may result on a product with faults, jeopardizing its quality. Despite the complexity and limitations of testing, there are in the literature different techniques that can be used to generate test data to satisfy several testing criteria, aiming at to reduce the cost of testing. However, generation of test data is an undecidable problem due to the complexity, constraints, and size of programs. One of the factors that increase the complexity is the use of user interfaces (UI), present in many applications. This complexity is a result of the high number of available input combinations, making it virtually impossible to hold the UI tests manually. Among the alternatives that enable the automation of the most recognized and advantageous is the UI based testing models. This technique involves the construction of a model to abstract the UI elements, its interactions, and structure to be tested. From this model, the test data can be generated. However, a troublesome factor in this approach lies in building the model. This process can be costly and time consuming. Additionally, even after the effort, the model can be incomplete and may not represent precisely the actual characteristics of the application. When studying the state of the art for testing UI, we noted that there are tools that allow to perform such testing automatically. But they also have some limitations, mainly arising from the representation model adopted. Thus the purpose of this thesis is to propose a UI representation model that brings benefits over existing representations in today literature, evolving the state of art on this area. With the proposal of this model we can represent, with the greatest level of detail, a graphical interface for web software applications. A preliminary study comparing the model with others available in the literature, highlights the benefits achieved.
publishDate 2016
dc.date.issued.fl_str_mv 2016-04-01
dc.date.accessioned.fl_str_mv 2019-07-04T13:42:14Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv JORGE, Rodrigo Funabashi. Estudo, definição e proposta de representação de interface web visando à atividade de teste de software. 2016. 145 f . Tese (Doutorado em Ciência da Computação) - Universidade Federal de Goiás, Goiânia, 2016.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/9786
dc.identifier.dark.fl_str_mv ark:/38995/001300000cxb4
identifier_str_mv JORGE, Rodrigo Funabashi. Estudo, definição e proposta de representação de interface web visando à atividade de teste de software. 2016. 145 f . Tese (Doutorado em Ciência da Computação) - Universidade Federal de Goiás, Goiânia, 2016.
ark:/38995/001300000cxb4
url http://repositorio.bc.ufg.br/tede/handle/tede/9786
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -3303550325223384799
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv -7712266734633644768
dc.relation.cnpq.fl_str_mv 3671711205811204509
dc.relation.sponsorship.fl_str_mv 2442915598251853972
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Goiás
dc.publisher.program.fl_str_mv Programa de Pós-graduação em Ciência da Computação (INF)
dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Informática - INF (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFG
instname:Universidade Federal de Goiás (UFG)
instacron:UFG
instname_str Universidade Federal de Goiás (UFG)
instacron_str UFG
institution UFG
reponame_str Repositório Institucional da UFG
collection Repositório Institucional da UFG
bitstream.url.fl_str_mv http://repositorio.bc.ufg.br/tede/bitstreams/06050ec2-4db3-4060-8cde-7b98dcfd70b5/download
http://repositorio.bc.ufg.br/tede/bitstreams/8a43c5e8-dc4d-408e-adde-d74415aa3e4a/download
http://repositorio.bc.ufg.br/tede/bitstreams/cabbf383-e4fe-4b2c-b691-64845f8c5df6/download
http://repositorio.bc.ufg.br/tede/bitstreams/d0c2ed3a-95dc-447c-945f-6b7bc239fa9f/download
http://repositorio.bc.ufg.br/tede/bitstreams/fca3085d-adb3-4d7c-9fda-7bfb15a4c502/download
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
79d3cc781d28ace4420e0d36a1336fc7
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFG - Universidade Federal de Goiás (UFG)
repository.mail.fl_str_mv tasesdissertacoes.bc@ufg.br
_version_ 1815172637122363392