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Readability of Non-text Images on the World Wide Web (WWW)

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dc.affiliation.dptoUC3M. Departamento de InformĂ¡ticaes
dc.affiliation.grupoinvUC3M. Grupo de InvestigaciĂ³n: GigaBDes
dc.contributor.authorElahi, Ehsan
dc.contributor.authorIglesias Maqueda, Ana MarĂ­a
dc.contributor.authorMorato Lara, Jorge Luis
dc.contributor.funderEuropean Commissionen
dc.contributor.funderMinisterio de Economía y Competitividad (España)es
dc.date.accessioned2023-09-14T06:57:32Z
dc.date.available2023-09-14T06:57:32Z
dc.date.issued2022-11-01
dc.description.abstractThe World Wide Web associated the world in a manner that was unrealistic previously and made it a lot more straightforward for users to get data, share and impart. But, irrelevant non-text images on the web pages equally specify poor readability, disrupting the people from the emphasis of the reading. The main goal of this paper is to evaluate the impact of irrelevant or low-quality non-text images on the readability of the webpage. An automatic methodology has been proposed to compute the relevancy of the non-text images. This methodology merges different approaches to extract information from non-text images and read text from websites in order to find relevancy between them. This technique was used to analyze fifty different educational websites to automatically find the relevancy of their non-text images. A user study has been carried out to evaluate the proposed methodology with different types of questions. The results agree with the fact that the relevant non-text images enhance the readability of the web page. This research work will help web designers to improve readability by considering only the relevant content of a web page, without relying on expert judgment.en
dc.description.sponsorshipThis work was supported in part by the Spanish Ministry of Economy, Industry and Competitiveness under Grant CSO2017-86747-R, in part by the Andalusia Regional Projects under Grant AT17-5509-UMA ``ROSI'' and Grant UMA18-FEDERJA-074 ``ITERA,'' and in part by the European art83 under Contract 8.06/5.58.5900 DIH-HERO ``SUSTAIN.''en
dc.identifier.bibliographicCitationE. Elahi, A. Iglesias and J. Morato, "Readability of Non-Text Images on the World Wide Web (WWW)," in IEEE Access, vol. 10, pp. 116627-116634, 2022, doi: 10.1109/ACCESS.2022.3218632.en
dc.identifier.doihttps://doi.org/10.1109/ACCESS.2022.3218632
dc.identifier.publicationfirstpage116627
dc.identifier.publicationlastpage116634
dc.identifier.publicationtitleIEEE Accessen
dc.identifier.publicationvolume10
dc.identifier.urihttps://hdl.handle.net/10016/38324
dc.identifier.uxxiAR/0000032442
dc.language.isoeng
dc.publisherIEEEen
dc.relation.projectIDGobierno de España. CSO2017-86747-Res
dc.rights© The Authors, 2022en
dc.rightsAtribuciĂ³n 3.0 España
dc.rights.accessRightsopen accessen
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/
dc.subject.ecienciaInformĂ¡ticaes
dc.subject.otherweb pageen
dc.subject.othernon-text imagesen
dc.subject.otherreadabilityen
dc.subject.otherrelevancyen
dc.subject.otherevaluationen
dc.titleReadability of Non-text Images on the World Wide Web (WWW)en
dc.typeresearch article*
dc.type.hasVersionVoR*
dspace.entity.typePublication
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