• Refine Query
  • Source
  • Publication year
  • to
  • Language
  • 93
  • 66
  • 7
  • 6
  • 4
  • 4
  • 4
  • 4
  • 4
  • 4
  • 4
  • 3
  • 2
  • 2
  • 2
  • Tagged with
  • 219
  • 68
  • 57
  • 52
  • 50
  • 46
  • 42
  • 40
  • 37
  • 35
  • 30
  • 30
  • 29
  • 28
  • 27
  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
121

Encontrabilidade da informação no repositório institucional da Unesp: um estudo de eye tracking em dispositivos móveis / Information findability in the Unesp institutional repository: an eye tracking study on mobile devices

Fernandes, Wesley Macedo [UNESP] 25 May 2018 (has links)
Submitted by WESLEY MACEDO FERNANDES (wesleymacedo@hotmail.com) on 2018-06-26T01:38:40Z No. of bitstreams: 1 Dissertação_Final.pdf: 3794168 bytes, checksum: de8816420d5460ce11f5bc7fc1af1313 (MD5) / Approved for entry into archive by Satie Tagara (satie@marilia.unesp.br) on 2018-06-26T14:59:48Z (GMT) No. of bitstreams: 1 fernandes_wm_me_mar.pdf: 3794168 bytes, checksum: de8816420d5460ce11f5bc7fc1af1313 (MD5) / Made available in DSpace on 2018-06-26T14:59:48Z (GMT). No. of bitstreams: 1 fernandes_wm_me_mar.pdf: 3794168 bytes, checksum: de8816420d5460ce11f5bc7fc1af1313 (MD5) Previous issue date: 2018-05-25 / Não recebi financiamento / Ao projetar a Arquitetura da Informação de ambientes informacionais, é necessário considerar aspectos inerentes aos sistemas de informação e aos sujeitos informacionais, de modo que a encontrabilidade da informação ocorra de forma satisfatória. No âmbito desta pesquisa, a ampliação da produção científica em repositórios institucionais e o aumento da utilização de dispositivos móveis revelam a importância de estes ambientes informacionais digitais estarem preparados para serem acessados a partir de diversos tipos de dispositivos com possibilidade de potencializar a encontrabilidade da informação disponível. Objetivamos, a partir desta premissa, compreender de que forma ocorre a encontrabilidade da informação em repositórios institucionais a partir do uso de dispositivos móveis, com ênfase no Repositório Institucional UNESP. Para realizar o estudo utilizamos o método quadripolar para estruturar a pesquisa, de modo que: no polo epistemológico realizamos o enquadramento de nosso objeto de pesquisa no escopo da Ciência da Informação; no polo teórico trazemos aportes conceituais a respeito de repositórios digitais, encontrabilidade da Informação e dispositivos móveis; no polo técnico utilizamos uma triangulação metodológica com os instrumentos de checklist, teste com eye tracking e entrevistas para avaliar o referido ambiente; e, por fim, no polo morfológico encontramos a apresentação de nossos resultados, trazendo além da dissertação a contribuição de recomendações acerca da encontrabilidade da informação em repositórios digitais acessados por meio de dispositivos móveis. / When designing the Information Architecture of informational environments, it is necessary to consider inherent aspects of information systems and informational subjects, so that the information's adequacy occurs satisfactorily. In the scope of this research, the expansion of scientific production in institutional repositories and the increase in the use of mobile devices reveal the importance of these digital information environments being prepared to be accessed from several types of devices with the possibility of enhancing the availability of available information. Based on this premise, we intend to understand how Information Findability occurs in institutional repositories from the use of mobile devices, with emphasis on the Institutional Repository UNESP. In order to carry out the study we use the Quadripolar Method to structure the research, so that: in the epistemological pole we make the framework of our research object in the Information Science; in the theoretical pole we bring conceptual contributions regarding digital repositories, information retrieval and mobile devices; in the technical center we used a methodological triangulation with the tools of checklist, test with eye tracking and interviews to evaluate the said environment; and, finally, in the morphological pole we find the presentation of our results, bringing beyond the dissertation the contribution of recommendations about the Information Findability in digital repositories accessed through mobile devices.
122

Repositórios digitais na preservação da memória de clubes de futebol: a descrição arquivística na análise do Esporte Clube Vitória

Santos, Luciano Souza 31 August 2016 (has links)
Submitted by Valdinei Souza (neisouza@hotmail.com) on 2016-12-20T20:02:10Z No. of bitstreams: 1 Luciano Souza Santos - Dissertação Mestrado ICI.pdf: 4081667 bytes, checksum: ce4e9a743e2df97d5f68abe5fd31f443 (MD5) / Approved for entry into archive by Urania Araujo (urania@ufba.br) on 2017-03-24T21:26:39Z (GMT) No. of bitstreams: 1 Luciano Souza Santos - Dissertação Mestrado ICI.pdf: 4081667 bytes, checksum: ce4e9a743e2df97d5f68abe5fd31f443 (MD5) / Made available in DSpace on 2017-03-24T21:26:39Z (GMT). No. of bitstreams: 1 Luciano Souza Santos - Dissertação Mestrado ICI.pdf: 4081667 bytes, checksum: ce4e9a743e2df97d5f68abe5fd31f443 (MD5) / A presente pesquisa analisa a preservação da memória dos clubes de futebol, a partir da construção de um repositório digital, levando-se em conta a aplicação da descrição arquivística e contando com a participação do torcedor do Esporte Clube Vitória, clube de Salvador-BA. A torcida é o ponto de partida da dissertação, com a análise da interatividade proporcionada pelos sites não oficiais produzidos por fãs dos clubes, até se chegar às redes sociais. Os arquivos pessoais e institucionais que contam a história dos clubes, através das coleções de torcedores, e os fundos arquivísticos das instituições desportivas podem ser incorporados a repositórios digitais regidos pela descrição arquivística e possibilitar plena disseminação e difusão da produção documental institucional e coleções particulares, servindo como um memorial digital que constitui-se numa ferramenta de preservação digital e,consequentemente, da memória do clube. A pesquisa tem cunho participante, com o autor atuando em todas as etapas, desde a fase de criador e webmaster de um site administrado por torcedores até se atingir as comunidades em redes sociais, passando pelas experiências de escritor de obra ligada à história do clube, colecionador e construtor de um repositório digital para o diagnóstico pretendido, contando com a contribuição de um grupo restrito de fãs igualmente interessados na preservação da memória do Esporte Clube Vitória. Uma avaliação realizada pelo grupo de torcedores selecionados e pelo próprio pesquisador é complementada por uma série de recomendações para a efetivação do repositório junto ao clube, na etapa final deste trabalho. / ABSTRACT This research analyzes the preservation of the memory of football clubs, from the construction of a digital repository, taking into account the implementation of archival description and with the participation of the supporter Esporte Clube Vitória, in Salvador, Bahia Club. The fan club is the bottom line of the dissertation, with the analysis of the interactivity provided by unofficial sites produced by fans of the clubs until they reach the social networks. Personaland institutional archives that tell the story of clubs, through the collections of fans, and the archival collections of sports institutions can be incorporated into digital repositories governed by archival description and allow full dissemination and diffusion of institutional document production and private collections, serving as a digital memorial that constitutes a digital preservation tool and, consequently, the club memory. Research has participating nature, the author acting at all stages, from the creative phase and webmaster of a site run by fans until reaching communities in social networks, through the work of writer experiences linked to the history of the club, collector and maker of a digital repository for the intended diagnosis, with the contribution of a small group of fans also interested in preserving the memory of Esporte Clube Vitória. An evaluation by selected group of fans and by the researcher is complemented by a series of recommendations for ensuring the repository with the club in the final stage of this work.
123

Otimização computacional e estudo comparativo das técnicas de extração de conhecimento de grandes repositórios de dados. / Comparative study of techniques for extracting knowledge from large data repository.

Fernando Luiz Coelho Senra 16 September 2009 (has links)
Ao se realizar estudo em qualquer área do conhecimento, quanto mais dados se dispuser, maior a dificuldade de se extrair conhecimento útil deste banco de dados. A finalidade deste trabalho é apresentar algumas ferramentas ditas inteligentes, de extração de conhecimento destes grandes repositórios de dados. Apesar de ter várias conotações, neste trabalho, irá se entender extração de conhecimento dos repositórios de dados a ocorrência combinada de alguns dados com freqüência e confiabilidade que se consideram interessantes, ou seja, na medida e que determinado dado ou conjunto de dados aparece no repositório de dados, em freqüência considerada razoável, outro dado ou conjunto de dados irá aparecer. Executada sobre repositórios de dados referentes a informações georreferenciadas dos alunos da UERJ (Universidade do Estado do Rio de Janeiro), irá se analisar os resultados de duas ferramentas de extração de dados, bem como apresentar possibilidades de otimização computacional destas ferramentas. / Comparative Study of Techniques for Extracting knowledge from large data repositories. When conducting the study in any field of knowledge, the more data is available, the greater the difficulty in extracting useful knowledge from this database. The purpose of this paper is to present some tools called intelligent, knowledge extraction of these large data repositories. Although many connotations, this work will understand knowledge extraction from data repositories on the combined occurrence of some data with frequency and reliability that are considered interesting, ie, the extent and specific data or data set appears in the data, at a rate deemed reasonable, other data or data set will appear. Runs on repositories of data on georeferenced data of students UERJ (Universidade do Estado do Rio de Janeiro), will analyze the results of two tools to extract data and present opportunities for optimization of these computational tools.
124

Representação iterativa: um modelo para repositórios digitais

Santarem Segundo, José Eduardo [UNESP] 24 February 2010 (has links) (PDF)
Made available in DSpace on 2014-06-11T19:32:41Z (GMT). No. of bitstreams: 0 Previous issue date: 2010-02-24Bitstream added on 2014-06-13T21:04:29Z : No. of bitstreams: 1 santaremsegundo_je_dr_mar.pdf: 1338678 bytes, checksum: 57a95c080bd5df3e86cfab85da834a9b (MD5) / Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) / A recuperação da informação tem sido muito discutida e abordada dentro da Ciência da Informação nos últimos anos, principalmente depois da explosão informacional gerada pela Internet. A busca por informação de qualidade e compatível com a necessidade do usuário tem sido tratada como obsessão, atualmente. A utilização da Internet indicou novos modelos de armazenamento de informações, como os repositórios digitais, que têm sido utilizados em ambientes acadêmicos e de pesquisa como principal forma de autoarquivar e, principalmente, de disseminar informação, porém com uma estrutura de informação que sugere melhor descrição dos recursos do que a própria Web e indica uma melhor recuperação da informação nestes ambientes. Os repositórios ainda não estão aptos a recuperar informação de forma semântica e contextualizada. Os novos paradigmas de Internet sugerem utilização dos recursos de Web 2.0 e também de Web 3.0, permitindo, respectivamente, interatividade e também estrutura de informação semântica. Desta forma o objetivo desta pesquisa é melhorar o processo de recuperação da informação, apresentando uma proposta de modelo estrutural no contexto da Web Semântica, abordando o uso de recursos da Web 2.0 e Web 3.0 em repositórios digitais, que permita recuperação semântica da informação, através da construção de uma camada de informação chamada Representação Iterativa. Através do modelo sugerido e proposto ─ Representação Iterativa ─ será possível adequar os repositórios digitais para que utilizem Folksonomia e também vocabulário controlado de domínio, de forma a gerar uma camada de informação iterativa, que possibilite retroalimentação da informação, além de recuperação semântica da informação, através do modelo estrutural desenhado para repositórios. O modelo sugerido resultou na efetivação da tese de que... / The information retrieval has been much discussed and addressed in information science in recent years, especially after the information explosion created by the Internet. The search for quality information and compatible with the need of user has been treated as an obsession now. The use of the Internet indicated a new type of store information, such as digital repositories, which have been used in academic and research as the main way to autoarchive, and especially to disseminate information, but with an information structure that suggests a better description resources than the Web itself and indicates a better retrieval of information in these environments. The repositories are not yet able to retrieve information in a semantic and context. The new paradigm suggests the use of Internet resources of Web 2.0 as well as Web 3.0, allowing, respectively, interactivity, and also the structure of semantic information. Thus the objective of this research is to improve the process of information retrieval, with a proposed structural model in the context of the Semantic Web, addressing the use of Web 2.0 and Web 3.0 in digital repositories, enabling semantic retrieval of information through construction of a layer of information called Representação Iterativa. The model suggested and proposed ─ Representação Iterativa ─ you can adapt to the digital repositories using Folksonomy and also controlled vocabulary of the field in order to generate an iterative layer information, which allows feedback information, and semantic retrieval of information, through the structural model designed for repositories. The model suggested resulted in the realization of the thesis that through Representação Iterativa is possible to establish a process of semantic retrieval of information in digital repositories.
125

In Pursuit of Optimal Workflow Within The Apache Software Foundation

January 2017 (has links)
abstract: The following is a case study composed of three workflow investigations at the open source software development (OSSD) based Apache Software Foundation (Apache). I start with an examination of the workload inequality within the Apache, particularly with regard to requirements writing. I established that the stronger a participant's experience indicators are, the more likely they are to propose a requirement that is not a defect and the more likely the requirement is eventually implemented. Requirements at Apache are divided into work tickets (tickets). In our second investigation, I reported many insights into the distribution patterns of these tickets. The participants that create the tickets often had the best track records for determining who should participate in that ticket. Tickets that were at one point volunteered for (self-assigned) had a lower incident of neglect but in some cases were also associated with severe delay. When a participant claims a ticket but postpones the work involved, these tickets exist without a solution for five to ten times as long, depending on the circumstances. I make recommendations that may reduce the incidence of tickets that are claimed but not implemented in a timely manner. After giving an in-depth explanation of how I obtained this data set through web crawlers, I describe the pattern mining platform I developed to make my data mining efforts highly scalable and repeatable. Lastly, I used process mining techniques to show that workflow patterns vary greatly within teams at Apache. I investigated a variety of process choices and how they might be influencing the outcomes of OSSD projects. I report a moderately negative association between how often a team updates the specifics of a requirement and how often requirements are completed. I also verified that the prevalence of volunteerism indicators is positively associated with work completion but what was surprising is that this correlation is stronger if I exclude the very large projects. I suggest the largest projects at Apache may benefit from some level of traditional delegation in addition to the phenomenon of volunteerism that OSSD is normally associated with. / Dissertation/Thesis / Doctoral Dissertation Industrial Engineering 2017
126

Otimização computacional e estudo comparativo das técnicas de extração de conhecimento de grandes repositórios de dados. / Comparative study of techniques for extracting knowledge from large data repository.

Fernando Luiz Coelho Senra 16 September 2009 (has links)
Ao se realizar estudo em qualquer área do conhecimento, quanto mais dados se dispuser, maior a dificuldade de se extrair conhecimento útil deste banco de dados. A finalidade deste trabalho é apresentar algumas ferramentas ditas inteligentes, de extração de conhecimento destes grandes repositórios de dados. Apesar de ter várias conotações, neste trabalho, irá se entender extração de conhecimento dos repositórios de dados a ocorrência combinada de alguns dados com freqüência e confiabilidade que se consideram interessantes, ou seja, na medida e que determinado dado ou conjunto de dados aparece no repositório de dados, em freqüência considerada razoável, outro dado ou conjunto de dados irá aparecer. Executada sobre repositórios de dados referentes a informações georreferenciadas dos alunos da UERJ (Universidade do Estado do Rio de Janeiro), irá se analisar os resultados de duas ferramentas de extração de dados, bem como apresentar possibilidades de otimização computacional destas ferramentas. / Comparative Study of Techniques for Extracting knowledge from large data repositories. When conducting the study in any field of knowledge, the more data is available, the greater the difficulty in extracting useful knowledge from this database. The purpose of this paper is to present some tools called intelligent, knowledge extraction of these large data repositories. Although many connotations, this work will understand knowledge extraction from data repositories on the combined occurrence of some data with frequency and reliability that are considered interesting, ie, the extent and specific data or data set appears in the data, at a rate deemed reasonable, other data or data set will appear. Runs on repositories of data on georeferenced data of students UERJ (Universidade do Estado do Rio de Janeiro), will analyze the results of two tools to extract data and present opportunities for optimization of these computational tools.
127

Gestão de conhecimento em empresas de consultoria ambiental. / Knowledge management in environmental consulting firms.

Bruno Pontes Costanzo 19 April 2012 (has links)
Visando explorar como as empresas de consultoria especializadas em avaliação de impacto ambiental promovem a gestão do conhecimento, foram levantadas práticas adotadas por oito empresas atuantes neste ramo. O estudo procurou verificar se há relação entre a classificação das empresas no contínuo de Maister (1997) com as práticas e ferramentas propostas por Silva (2004), fundamentadas, por sua vez, no ciclo de aprendizado de Nonaka e Takeuchi (1995), com os repositórios de conhecimento utilizados pelas empresas e com suas experiências relacionadas à criação, troca e retenção de conhecimento. Utiliza-se como método de pesquisa a aplicação de entrevistas qualitativas com integrantes chaves destas organizações. Conclui-se que o nível de diversificação de atuação das consultorias, em relação a mercados e territórios, pode indicar quais ferramentas de GC são mais apropriadas para essas organizações. / In order to explore how environmental consulting companies specialized in environmental impact assessments promote knowledge management, practices adopted by companies operating in this field were raised. The study attempts to verify whether there is relationship between the classification of companies in the Maisters continuous (1997) and the practices and tools proposed by Silva (2004), based in turn in the cycle of learning proposed by Nonaka and Takeuchi (1995), with the knowledge repositories used by companies and their experiences related to knowledge creation, exchange and retention. It is used as the research method the application of qualitative interviews with key members of these organizations. The conclusion of this study is that the level of consultants diversification, regarding markets and territories, may indicate the most appropriate KM tools for these organizations.
128

Factors in the establishment of institutional repositories: a case study of the Western Cape higher education institutions

Claassen, Jill Lynn January 2009 (has links)
Magister Bibliothecologiae - MBibl / In the academic world, open access institutional repositories (IRs) are beginning to play a vital role in storing and disseminating scholarly communication. Through this method, higher education institutions are able to showcase their intellectual outputs and to contribute to sharing and building knowledge. This evolutionary process of scholarly communication is an important feature of knowledge societies.Furthermore, IRs allow scholars to make known the research they are involved in,which can result in their academic reputation improving, as well as the reputations of the institutions they represent.The purpose of this study is to examine the processes of establishing IRs in the four tertiary education institutions in the Western Cape, which form part of the Cape Higher Education Consortium (CHEC). Within this consortium is the collaborative library project, the Cape Library Consortium (CALICO), which represents the four academic library services. The researcher investigated whether the four Western Cape Higher Education Institutions have established IRs and their experiences in doing so. They are examined in the light of the guidelines for successful IRs already established in the international professional literature on IRs. Throughout the study,the partnerships that are needed for the success of IRs, with a specific emphasis on the crucial role that the librarian might play in this regard, are a central focus.The study is a qualitative case study, relying on interviews with key informants from the four HEIs and analysing policy and other supporting documents. The study confirms comment in the literature that IRs evolve in “messy” and “spotty” ways. The key findings might be summarised in the form of four assertions:• “It is all about people”• Philosophical differences are significant • Context and history cannot be ignored • The role of the university library is ambiguous.It is hoped that the study of fledgling IR projects might provide insights useful to the broader IR research and professional literature.
129

Hydro-Mechanical Modelling of Preferential Gas Flow in Host Rocks for Nuclear Waste Repositories

Yang, Jianxiong 12 November 2021 (has links)
As a safe long-term management of nuclear wastes, deep geological repositories (DGRs) have been proposed or currently being constructed in several countries. The host rocks in DGRs are saturated with water after the geological disposal facilities (GDFs) are closed and sealed. Significant gas can be generated due to several processes, e.g., the metal corrosion, water radiolysis or microbial reaction of organic materials, etc. The generated gas is anticipated to span throughout the long-term disposal of waste, which may jeopardize the stability of host rocks. Correspondingly, the performance of GDF will be affected since the host rocks provide a final impediment to the radionuclide transport. As gas migration in saturated host rocks is a highly coupled hydro-mechanical (HM) process, either gas-induced micro-fracturing or macro-fracturing may contribute to the development of preferential gas pathways, which needs to be concerned to ensure the feasibility and safety of geological disposal. Current numerical studies on the gas migration behavior devoted to explaining the experimental phenomena in the gas injection tests conducted on the rock materials, in which some behaviors still cannot be well represented, i.e., gas induced fracturing, volulme dilation, anisotropic radial deformation. Therefore, to better represent the actual physical process of preferential gas flow, two modelling frameworks, i.e., macroscopic HM framework and two-scale HM framework, are proposed in the PhD study. For the macroscopic HM framework, a double porosity model is firstly developed based on the dual continuum method, in which the volumetric strains of the porous continuum (PC) and fractured continuum (FC) are work-conjugated to the respective effective stress level. The treatment in two types of porosity allows us to capture that the opening/closure of the fractures is caused by the interaction between the dilation of the PC and the dilation of the FPM, which is beneficial to describe the gas induced fracturing in an implicit way. Then, an enriched embedded fracture model (EFM) is proposed to address the mechanical behavior of fractures. A hyperbolic relation of fracture deformability is incorporated into the rock matrix, as a result the fractured rock shows a nonlinear elastic behavior, which can capture the stiffness degradation due to fracture opening. The equivalent continuum method is provided to derive the effective compliance tensor, which includes the transverse isotropic matrix and two fracture sets. Using the enriched EFM with a three-dimensional (3D) geometry is able to capture the anisotropic radial deformation during gas migration. Although the macroscopic HM framework is able to capture the major HM behaviors related to preferential gas flow, the development of gas dilatant pathways is still represented in an implicit way. Therefore, a two-scale HM framework is developed to explicitly simulate the development of preferential gas pathways. Initiating from the periodically distributed microstructures with microcracks, the asymptotic homogenization method is used to derive the macroscopic governing equations coupled with the normalized damage variable. The time-dependent damage evolution law is obtained from the microscopic mechanical energy analysis for evolving microcracks. Both time effect and size effect are incorporated in the damage model that will affect the overall HM behavior of rocks. The developed two-scale HM framework with single gas flow can qualitatively capture important behaviors, such as the discrete pathways, localized gas flow, unstabilized fracture branching. More specifically, the simulated results demonstrates that the inter-connection of fractures from gas inlet to outlet is a prerequisite for gas breakthrough, accompanied by large amounts of gas flowing out of the sample and a rapid drop in gas injection pressure. Incorporating water flow in the two-scale framework allows the model to quantitatively reproduce the experimental phenomena observed in the laboratory air injection tests, such as gas pressure evolution and mechanical deformation. More importantly, the model exlpaines that the significant differences in controlling gas breakthrough and mechanical deformation are resulting from the arbitrary nature of microstructural heterogeneities. To account for the gas-water interaction in the two-scale HM framework, a fully coupled two-phase flow and elaso-damage model is developed to simulate the laboratory and in-situ gas injection experiments. The model can quantitatively capture the experimental behaviors, e.g., gas pressure evolution and non-desaturation phenomenon. Furthermore, model results show that the highly localized fracture pathways are the major places where gas and water interacts each other, and as a result the rock is still kept fully saturated. As a whole, the obtained numerical results are synthesized and analyzed, the pros and cons of the developed models are discussed. To better improve the model performance, some recommendations are proposed for the future studies.
130

An empirical assessment of the predictive quality of internal product metrics to predict software maintainability in practice

Wu, Xinhao, Zhang, Maike January 2020 (has links)
Background. Maintainability of software products continues to be an area of im- portance and interest both for practice and research. The time used for maintenance usually exceeds 70% of the whole period of software development process. At present, there is a large number of metrics that have been suggested to indicate the main- tainability of a software product. However, there is a gap in validation of proposed source code metrics and the external quality of software maintainability. Objectives. In this thesis, we aim to catalog the proposed metrics for software maintainability. From this catalog we will validate a subset of commonly proposed maintainability indicators. Methods. Through a literature review with a systematic search and selection ap- proach, we collated maintainability metrics from secondary studies on software main- tainability. A subset of commonly metrics identified in the literature review were validated in a retrospective study. The retrospective study used a large open source software "Elastic Search" as a case. We collected internal source code metrics and a proxy for maintainability of the system for 911 bug fixes in 14 version (11 experi- mental samples, 3 are verification samples) of the product. Results. Following a systematic search and selection process, we identified 11 sec- ondary studies on software maintainability. From these studies we identified 290 source code metrics that are claimed to be indicators of the maintainability of a soft- ware product. We used mean time to repair (MTTR) as a proxy for maintainability of a product. Our analysis reveals that for the "elasticsearch" software, the values of the four indicators LOC, CC, WMC and RFC have the strongest correlation with MTTR. Conclusions. In this thesis, we validated a subset of commonly proposed source code metrics for predicting maintainability. The empirical validation using a popu- lar large-scale open source system reveals that some metrics have shown a stronger correlation with a proxy for maintainability in use. This study provides important empirical evidence towards a better understanding of source code attributes and maintainability in practice. However, a single case and a retrospective study are insufficient to establish a cause effect relation. Therefore, further replications of our study design with more diverse cases can increase the confidence in the predictive ability and thus the usefulness of the proposed metrics.

Page generated in 0.0815 seconds