Enhancing Knowledge Organization Through Implicit Collaboration in Crowdsourcing Process

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dc.contributor.authorOdumuyiwa, V.
dc.contributor.authorZaid, Y.A
dc.contributor.authorBarber, O.
dc.date.accessioned2021-05-20T11:04:49Z
dc.date.available2021-05-20T11:04:49Z
dc.date.issued2021
dc.descriptionProceedings of the Sixteenth International ISKO Conference, 2020 Aalborg, Denmarken_US
dc.description.abstractThis paper presents our approach in removing noisy labels from crowdsourced data and enhancing understanding and communication through crowdsourcing process aimed at creating metadata for describing digitalized artworks of a University Library Museum. A responsive Web application was created for the crowdsourcing activity and made open to the University community for interested individuals to participate in annotating the images. The collected annotation in form of tags were preprocessed and filtered to generate a subset of tags by removing duplicates and also eliminating some noisy labels using majority voting. The resulting subset was used as labels for the images for a second round of crowdsourcing process where users chose from the filtered labels. Comparing the output of the second round with the label (tags) from an expert shows a high level of similarity between the selected tags and the expert generated tags.en_US
dc.identifier.citationOdumuyiwa, V., Zaid, Y.A & Barber, O. (2021). Enhancing Knowledge Organization Through Implicit Collaboration in Crowdsourcing Process. Advances in Knowledge Organization, 17, International Society for Knowledge Organziation (ISKO), Marianne Lykke, Tanja Svarre, Mette Skov, Daniel Martínez-Ávila (ed.) Knowledge Organization at the Interface, page 507 - 511 Proceedings of the Sixteenth International ISKO Conference, 2020 Aalborg, Denmark.en_US
dc.identifier.isbn978-3-95650-775-5 (Print)
dc.identifier.isbn978-3-95650-776-2 (online)
dc.identifier.otherhttps://doi.org/10.5771/9783956507762-507
dc.identifier.urihttps://ir.unilag.edu.ng/handle/123456789/9419
dc.language.isoenen_US
dc.publisherNomos Verlagsgesellschaft mbH & Co. KGen_US
dc.relation.ispartofseriesAdvances in Knowledge Organization;17
dc.subjectLibrary Museumen_US
dc.subjectKnowledge organizationen_US
dc.subjectCrowdsourcing processen_US
dc.subjectKnowledge sharingen_US
dc.subjectCommunicationen_US
dc.subjectArtworksen_US
dc.subjectResearch Subject Categories::SOCIAL SCIENCES::Other social sciences::Library and information scienceen_US
dc.titleEnhancing Knowledge Organization Through Implicit Collaboration in Crowdsourcing Processen_US
dc.typePresentationen_US
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