1. Identificação | |
Tipo de Referência | Artigo em Revista Científica (Journal Article) |
Site | plutao.sid.inpe.br |
Código do Detentor | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identificador | 8JMKD3MGP3W/42M6LRS |
Repositório | sid.inpe.br/plutao/2020/06.16.00.07.36 (acesso restrito) |
Última Atualização | 2020:06.17.13.06.15 (UTC) lattes |
Repositório de Metadados | sid.inpe.br/plutao/2020/06.16.00.07.37 |
Última Atualização dos Metadados | 2022:01.04.01.31.16 (UTC) administrator |
DOI | 10.1108/IJWIS-12-2018-0089 |
ISSN | 1744-0084 |
Rótulo | lattes: 8626122636195184 1 VasconcelosBALDSant:2020:ApSuCo |
Chave de Citação | VasconcelosBaldSant:2020:ApSuCo |
Título | An approach to support the construction of adaptive Web applications |
Ano | 2020 |
Data de Acesso | 26 abr. 2024 |
Tipo de Trabalho | journal article |
Tipo Secundário | PRE PI |
Número de Arquivos | 1 |
Tamanho | 1016 KiB |
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2. Contextualização | |
Autor | 1 Vasconcelos, Leandro Guarino de 2 Baldochi, Laercio Augusto 3 Santos, Rafael Duarte Coelho dos |
Identificador de Curriculo | 1 2 3 8JMKD3MGP5W/3C9JJ4N |
Grupo | 1 SESSS-CGCPT-INPE-MCTIC-GOV-BR 2 3 LABAC-COCTE-INPE-MCTIC-GOV-BR |
Afiliação | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Universidade Federal de Itajubá (UNIFEI) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
Endereço de e-Mail do Autor | 1 2 3 rafael.santos@inpe.br |
Revista | International Journal of Web Information Systems |
Volume | 16 |
Número | 2 |
Páginas | 171-199 |
Histórico (UTC) | 2020-06-17 13:06:16 :: lattes -> administrator :: 2020 2022-01-04 01:31:16 :: administrator -> simone :: 2020 |
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3. Conteúdo e estrutura | |
É a matriz ou uma cópia? | é a matriz |
Estágio do Conteúdo | concluido |
Transferível | 1 |
Tipo do Conteúdo | External Contribution |
Tipo de Versão | publisher |
Palavras-Chave | Web Mining Adaptive Web applications User behavior analysis |
Resumo | Purpose This paper aims to presents Real-time Usage Mining (RUM), an approach that exploits the rich information provided by client logs to support the construction of adaptive Web applications. The main goal of RUM is to provide useful information about the behavior of users that are currently browsing a Web application. By consuming this information, the application is able to adapt its user interface in real-time to enhance the user experience. RUM provides two types of services as follows: support for the detection of struggling users; and user profiling based on the detection of behavior patterns. Design/methodology/approach RUM leverages the previous study on usability evaluation to provide a service that evaluates the usability of tasks performed by users while they browse applications. This evaluation is based on a metric that allows the detection of struggling users, making it possible to identify these users as soon as few logs from their interaction are processed. RUM also exploits log mining techniques to detect usage patterns, which are then associated with user profiles previously defined by the application specialist. After associating usage patterns to user profiles, RUM is able to classify users as they browse applications, allowing the application developer to tailor the user interface according to the users needs and preferences. Findings The proposed approach was exploited to improve user experience in real-world Web applications. Experiments showed that RUM was effective to provide support for struggling users to complete tasks. Moreover, it was also effective to detect usage patterns and associate them with user profiles. Originality/value Although the literature reports studies that explore client logs to support both the detection of struggling users and the user profiling based on usage patterns, no existing solutions provide support for detecting users from specific profiles or struggling users, in real-time, while they are browsing Web applications. RUM also provides a toolkit that allows the approach to be easily deployed in any Web application. |
Área | MET |
Arranjo 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > An approach to... |
Arranjo 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > SESSS > An approach to... |
Conteúdo da Pasta doc | acessar |
Conteúdo da Pasta source | não têm arquivos |
Conteúdo da Pasta agreement | não têm arquivos |
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4. Condições de acesso e uso | |
Idioma | en |
Arquivo Alvo | vasconcelos_approach.pdf |
Grupo de Leitores | administrator lattes |
Visibilidade | shown |
Permissão de Leitura | deny from all and allow from 150.163 |
Permissão de Atualização | não transferida |
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5. Fontes relacionadas | |
Unidades Imediatamente Superiores | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/43SRFME |
Lista de Itens Citando | sid.inpe.br/bibdigital/2013/09.22.23.14 3 sid.inpe.br/mtc-m21/2012/07.13.14.58.32 2 sid.inpe.br/bibdigital/2021/01.03.02.53 1 |
Divulgação | PORTALCAPES; SCOPUS. |
Acervo Hospedeiro | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
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6. Notas | |
Campos Vazios | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn lineage mark mirrorrepository month nextedition notes orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url usergroup |
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7. Controle da descrição | |
e-Mail (login) | simone |
atualizar | |
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