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Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution

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dc.contributor.author Kruger, Rynhardt P
dc.contributor.author De Wet, F
dc.contributor.author Niesler, T
dc.date.accessioned 2024-01-18T10:06:43Z
dc.date.available 2024-01-18T10:06:43Z
dc.date.issued 2023-05
dc.identifier.citation Kruger, R.P., De Wet, F. & Niesler, T. 2023. Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution. <i>ACM Transactions on Accessible Computing (TACCESS), 16(2).</i> http://hdl.handle.net/10204/13525 en_ZA
dc.identifier.issn 1936-7228
dc.identifier.uri https://doi.org/10.1145/3584365
dc.identifier.uri http://hdl.handle.net/10204/13525
dc.description.abstract Documents containing mathematical content remain largely inaccessible to blind and visually impaired readers because they are predominantly published as untagged PDF which does not include the semantic data necessary for effective accessibility. We present a browsing approach for print-disabled readers specifically aimed at such mathematical content. This approach draws on the navigational mechanisms often used to explore the virtual worlds of text adventure games with audio-visual sensory substitution for graphical content. The relative spatial placement of the elements of an equation are represented as a virtual world, so that the reader can navigate from element to element. Text elements are announced conventionally using synthesised speech while graphical elements, such as roots and fraction lines, are rendered using a modification of the vOICe algorithm. The virtual world allows the reader to interactively discover the spatial structure of the equation, while the rendition of graphical elements as sound allows the shape and identity of elements that cannot be synthesised as speech to be discovered and recognised. The browsing approach was evaluated by eleven blind and fourteen sighted participants in a user trial that included the identification of twelve equations extracted from PDF documents. Overall, equations were identified completely correctly in 78% of cases (74% and 83% respectively for blind and sighted subjects). If partial correctness is considered, the performance is substantially higher. We conclude that the integration of a spatial model represented as a virtual world in conjunction with audio-visual sensory substitution for non-textual elements can be an effective way for blind and visually impaired readers to read currently inaccessible mathematical content in PDF documents. en_US
dc.format Abstract en_US
dc.language.iso en en_US
dc.relation.uri https://dl.acm.org/doi/10.1145/3584365 en_US
dc.source ACM Transactions on Accessible Computing (TACCESS), 16(2) en_US
dc.subject Accessible computing en_US
dc.subject Mathematics en_US
dc.subject Sensory substitution en_US
dc.subject Visually impaired readers en_US
dc.subject Virtual worlds en_US
dc.title Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution en_US
dc.type Article en_US
dc.description.pages 27pp en_US
dc.description.note © 2023 Copyright held by the owner/author(s). Publication rights licensed to ACM. Due to copyright restrictions, the attached PDF file only contains the abstract of the full text item. For access to the full text item, please consult the publisher's website: https://dl.acm.org/doi/10.1145/3584365 en_US
dc.description.cluster Next Generation Enterprises & Institutions en_US
dc.description.impactarea Voice Computing en_US
dc.identifier.apacitation Kruger, R. P., De Wet, F., & Niesler, T. (2023). Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution. <i>ACM Transactions on Accessible Computing (TACCESS), 16(2)</i>, http://hdl.handle.net/10204/13525 en_ZA
dc.identifier.chicagocitation Kruger, Rynhardt P, F De Wet, and T Niesler "Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution." <i>ACM Transactions on Accessible Computing (TACCESS), 16(2)</i> (2023) http://hdl.handle.net/10204/13525 en_ZA
dc.identifier.vancouvercitation Kruger RP, De Wet F, Niesler T. Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution. ACM Transactions on Accessible Computing (TACCESS), 16(2). 2023; http://hdl.handle.net/10204/13525. en_ZA
dc.identifier.ris TY - Article AU - Kruger, Rynhardt P AU - De Wet, F AU - Niesler, T AB - Documents containing mathematical content remain largely inaccessible to blind and visually impaired readers because they are predominantly published as untagged PDF which does not include the semantic data necessary for effective accessibility. We present a browsing approach for print-disabled readers specifically aimed at such mathematical content. This approach draws on the navigational mechanisms often used to explore the virtual worlds of text adventure games with audio-visual sensory substitution for graphical content. The relative spatial placement of the elements of an equation are represented as a virtual world, so that the reader can navigate from element to element. Text elements are announced conventionally using synthesised speech while graphical elements, such as roots and fraction lines, are rendered using a modification of the vOICe algorithm. The virtual world allows the reader to interactively discover the spatial structure of the equation, while the rendition of graphical elements as sound allows the shape and identity of elements that cannot be synthesised as speech to be discovered and recognised. The browsing approach was evaluated by eleven blind and fourteen sighted participants in a user trial that included the identification of twelve equations extracted from PDF documents. Overall, equations were identified completely correctly in 78% of cases (74% and 83% respectively for blind and sighted subjects). If partial correctness is considered, the performance is substantially higher. We conclude that the integration of a spatial model represented as a virtual world in conjunction with audio-visual sensory substitution for non-textual elements can be an effective way for blind and visually impaired readers to read currently inaccessible mathematical content in PDF documents. DA - 2023-05 DB - ResearchSpace DP - CSIR J1 - ACM Transactions on Accessible Computing (TACCESS), 16(2) KW - Accessible computing KW - Mathematics KW - Sensory substitution KW - Visually impaired readers KW - Virtual worlds LK - https://researchspace.csir.co.za PY - 2023 SM - 1936-7228 T1 - Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution TI - Mathematical content browsing for print-disabled readers based on virtual-world exploration and audio-visual sensory substitution UR - http://hdl.handle.net/10204/13525 ER - en_ZA
dc.identifier.worklist 27341 en_US


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