When headers are not there: design and user evaluation of an automatic topicalisation and labelling tool to aid the exploration of web documents by blind users

dc.creatorSilva, Jorge Sassaki Resende
dc.creatorFreire, André Pimenta
dc.creatorCardoso, Paula Christina Figueira
dc.date.accessioned2022-09-15T20:54:16Z
dc.date.available2022-09-15T20:54:16Z
dc.date.issued2022
dc.description.abstractUsing headers to grasp a document's structure has been one of the main strategies employed by blind users on web documents when using screen readers. However, when headers are not available or not appropriately marked up, they can cause serious difficulties. This paper presents the design and evaluation of a tool for automatically generating headers for screen readers with topicalisation and labelling algorithms. The proposed tool uses Natural Language Processing techniques to divide a web document into topic segments and label each segment based on its content. We conducted an initial user study with eight blind and partially-sighted screen reader users. The evaluation involved tasks with questions answered by participants with information from texts with and without automatically generated headers. Results provided preliminary indicators of improvement in performance and reduction of cognitive load. The findings contribute to knowledge to improve tools to aid in text exploration. It also provides initial empirical evidence to be further explored to analyze the impact of automatically-generated headings in improving performance and reducing cognitive load for blind users.pt_BR
dc.description.provenanceSubmitted by Eliana Bernardes (eliana@biblioteca.ufla.br) on 2022-09-15T20:54:05Z No. of bitstreams: 0en
dc.description.provenanceApproved for entry into archive by Eliana Bernardes (eliana@biblioteca.ufla.br) on 2022-09-15T20:54:16Z (GMT) No. of bitstreams: 0en
dc.description.provenanceMade available in DSpace on 2022-09-15T20:54:16Z (GMT). No. of bitstreams: 0 Previous issue date: 2022en
dc.description.urihttps://dl.acm.org/doi/abs/10.1145/3493612.3520470pt_BR
dc.identifier.citationSILVA, J. S. R.; FREIRE, A. P.; CARDOSO, P. C. F. When headers are not there: design and user evaluation of an automatic topicalisation and labelling tool to aid the exploration of web documents by blind users. In: INTERNATIONAL WEB FOR ALL CONFERENCE, 19., 2022, [S.l.]. Proceedings [...]. [S.l.]: [s.n], 2022. p. 1-11.pt_BR
dc.identifier.urihttps://repositorio.ufla.br/handle/1/55112
dc.languageen_USpt_BR
dc.rightsopenAccesspt_BR
dc.subjectAccessibilitypt_BR
dc.subjectNatural language processingpt_BR
dc.subjectScreen readerspt_BR
dc.subjectAutomatic topicalisation and labellinpt_BR
dc.titleWhen headers are not there: design and user evaluation of an automatic topicalisation and labelling tool to aid the exploration of web documents by blind userspt_BR
dc.typeTrabalho apresentado em eventopt_BR

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