| 1. Identity statement | |
| Reference Type | Journal Article |
| Site | plutao.sid.inpe.br |
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
| Identifier | 8JMKD3MGP3W/42M6LRS |
| Repository | sid.inpe.br/plutao/2020/06.16.00.07.36 (restricted access) |
| Last Update | 2020:06.17.13.06.15 (UTC) lattes |
| Metadata Repository | sid.inpe.br/plutao/2020/06.16.00.07.37 |
| Metadata Last Update | 2022:01.04.01.31.16 (UTC) administrator |
| DOI | 10.1108/IJWIS-12-2018-0089 |
| ISSN | 1744-0084 |
| Label | lattes: 8626122636195184 1 VasconcelosBALDSant:2020:ApSuCo |
| Citation Key | VasconcelosBaldSant:2020:ApSuCo |
| Title | An approach to support the construction of adaptive Web applications  |
| Year | 2020 |
| Access Date | 2024, May 19 |
| Type of Work | journal article |
| Secondary Type | PRE PI |
| Number of Files | 1 |
| Size | 1016 KiB |
| 2. Context | |
| Author | 1 Vasconcelos, Leandro Guarino de 2 Baldochi, Laercio Augusto 3 Santos, Rafael Duarte Coelho dos |
| Resume Identifier | 1 2 3 8JMKD3MGP5W/3C9JJ4N |
| Group | 1 SESSS-CGCPT-INPE-MCTIC-GOV-BR 2 3 LABAC-COCTE-INPE-MCTIC-GOV-BR |
| Affiliation | 1 Instituto Nacional de Pesquisas Espaciais (INPE) 2 Universidade Federal de Itajubá (UNIFEI) 3 Instituto Nacional de Pesquisas Espaciais (INPE) |
| Author e-Mail Address | 1 2 3 rafael.santos@inpe.br |
| Journal | International Journal of Web Information Systems |
| Volume | 16 |
| Number | 2 |
| Pages | 171-199 |
| History (UTC) | 2020-06-17 13:06:16 :: lattes -> administrator :: 2020 2022-01-04 01:31:16 :: administrator -> simone :: 2020 |
| 3. Content and structure | |
| Is the master or a copy? | is the master |
| Content Stage | completed |
| Transferable | 1 |
| Content Type | External Contribution |
| Version Type | publisher |
| Keywords | Web Mining Adaptive Web applications User behavior analysis |
| Abstract | 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. |
| Area | MET |
| Arrangement 1 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > LABAC > An approach to... |
| Arrangement 2 | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > SESSS > An approach to... |
| doc Directory Content | access |
| source Directory Content | there are no files |
| agreement Directory Content | there are no files |
| 4. Conditions of access and use | |
| Language | en |
| Target File | vasconcelos_approach.pdf |
| Reader Group | administrator lattes |
| Visibility | shown |
| Read Permission | deny from all and allow from 150.163 |
| Update Permission | not transferred |
| 5. Allied materials | |
| Next Higher Units | 8JMKD3MGPCW/3ESGTTP 8JMKD3MGPCW/43SRFME |
| Citing Item List | sid.inpe.br/bibdigital/2013/09.22.23.14 5 sid.inpe.br/mtc-m21/2012/07.13.14.58.32 3 sid.inpe.br/bibdigital/2021/01.03.02.53 1 |
| Dissemination | PORTALCAPES; SCOPUS. |
| Host Collection | dpi.inpe.br/plutao@80/2008/08.19.15.01 |
| 6. Notes | |
| Empty Fields | 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 |
| 7. Description control | |
| e-Mail (login) | simone |
| update | |