ReadSmart: Generative AI and Augmented Reality Solution for Supporting Students with Dyslexia Learning Disabilities
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| Title: | ReadSmart: Generative AI and Augmented Reality Solution for Supporting Students with Dyslexia Learning Disabilities |
|---|---|
| Language: | English |
| Authors: | Yushan Kuerban (ORCID |
| Source: | International Journal of Technology in Education and Science. 2025 9(1):159-176. |
| Availability: | International Society for Technology, Education, and Science. e-mail: ijtesoffice@gmail.com; Web site: http://www.ijtes.net |
| Peer Reviewed: | Y |
| Page Count: | 19 |
| Publication Date: | 2025 |
| Document Type: | Journal Articles Reports - Descriptive |
| Descriptors: | Artificial Intelligence, Natural Language Processing, Technology Uses in Education, Computer Simulation, Dyslexia, Learning Disabilities, Students with Disabilities, Program Evaluation, Usability, Teaching Methods |
| ISSN: | 2651-5369 |
| Abstract: | Dyslexia is a learning disability that significantly hinders students' abilities to read and comprehend educational materials, posing a substantial challenge within educational environments. This paper introduces an innovative educational system, ReadSmart, that integrates both Augmented Reality (AR) and Generative Artificial Intelligence (GenAI) technologies, specifically designed to support students with dyslexia. ReadSmart utilizes Microsoft HoloLens 2, Unity3D, and the Mixed Reality Toolkit (MRTK2) to develop an immersive AR environment. Key functionalities of ReadSmart include Optical Character Recognition (OCR) facilitated by Azure Cognitive Services, which extracts text from images captured in real-time, and OpenAI's GPT-4 model, which is responsible for generating concise text summaries and illustrative images to enhance comprehension. Moreover, ReadSmart incorporates Text-to-Speech (TTS) capabilities to improve the accessibility of content for dyslexic learners. Evaluations conducted through self-assessment and peer feedback suggest that ReadSmart has significant potential in reducing the time required for reading and in enhancing comprehension. Initial findings indicate that this system could substantially improve the educational experience for students with dyslexia. Future research will focus on refining ReadSmart's features and conducting comprehensive trials to validate its effectiveness and explore its broader applicability. |
| Abstractor: | As Provided |
| Entry Date: | 2025 |
| Accession Number: | EJ1462786 |
| Database: | ERIC |
| FullText | Text: Availability: 0 CustomLinks: – Url: https://eric.ed.gov/contentdelivery/servlet/ERICServlet?accno=EJ1462786 Name: ERIC Full Text Category: fullText Text: Full Text from ERIC |
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| Header | DbId: eric DbLabel: ERIC An: EJ1462786 AccessLevel: 3 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: ReadSmart: Generative AI and Augmented Reality Solution for Supporting Students with Dyslexia Learning Disabilities – Name: Language Label: Language Group: Lang Data: English – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Yushan+Kuerban%22">Yushan Kuerban</searchLink> (ORCID <externalLink term="https://orcid.org/0009-0003-2485-6073">0009-0003-2485-6073</externalLink>)<br /><searchLink fieldCode="AR" term="%22Solomon+Sunday+Oyelere%22">Solomon Sunday Oyelere</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0001-9895-6796">0000-0001-9895-6796</externalLink>)<br /><searchLink fieldCode="AR" term="%22Ismaila+Temitayo+Sanusi%22">Ismaila Temitayo Sanusi</searchLink> (ORCID <externalLink term="https://orcid.org/0000-0002-5705-6684">0000-0002-5705-6684</externalLink>) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="SO" term="%22International+Journal+of+Technology+in+Education+and+Science%22"><i>International Journal of Technology in Education and Science</i></searchLink>. 2025 9(1):159-176. – Name: Avail Label: Availability Group: Avail Data: International Society for Technology, Education, and Science. e-mail: ijtesoffice@gmail.com; Web site: http://www.ijtes.net – Name: PeerReviewed Label: Peer Reviewed Group: SrcInfo Data: Y – Name: Pages Label: Page Count Group: Src Data: 19 – Name: DatePubCY Label: Publication Date Group: Date Data: 2025 – Name: TypeDocument Label: Document Type Group: TypDoc Data: Journal Articles<br />Reports - Descriptive – Name: Subject Label: Descriptors Group: Su Data: <searchLink fieldCode="DE" term="%22Artificial+Intelligence%22">Artificial Intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Natural+Language+Processing%22">Natural Language Processing</searchLink><br /><searchLink fieldCode="DE" term="%22Technology+Uses+in+Education%22">Technology Uses in Education</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+Simulation%22">Computer Simulation</searchLink><br /><searchLink fieldCode="DE" term="%22Dyslexia%22">Dyslexia</searchLink><br /><searchLink fieldCode="DE" term="%22Learning+Disabilities%22">Learning Disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Students+with+Disabilities%22">Students with Disabilities</searchLink><br /><searchLink fieldCode="DE" term="%22Program+Evaluation%22">Program Evaluation</searchLink><br /><searchLink fieldCode="DE" term="%22Usability%22">Usability</searchLink><br /><searchLink fieldCode="DE" term="%22Teaching+Methods%22">Teaching Methods</searchLink> – Name: ISSN Label: ISSN Group: ISSN Data: 2651-5369 – Name: Abstract Label: Abstract Group: Ab Data: Dyslexia is a learning disability that significantly hinders students' abilities to read and comprehend educational materials, posing a substantial challenge within educational environments. This paper introduces an innovative educational system, ReadSmart, that integrates both Augmented Reality (AR) and Generative Artificial Intelligence (GenAI) technologies, specifically designed to support students with dyslexia. ReadSmart utilizes Microsoft HoloLens 2, Unity3D, and the Mixed Reality Toolkit (MRTK2) to develop an immersive AR environment. Key functionalities of ReadSmart include Optical Character Recognition (OCR) facilitated by Azure Cognitive Services, which extracts text from images captured in real-time, and OpenAI's GPT-4 model, which is responsible for generating concise text summaries and illustrative images to enhance comprehension. Moreover, ReadSmart incorporates Text-to-Speech (TTS) capabilities to improve the accessibility of content for dyslexic learners. Evaluations conducted through self-assessment and peer feedback suggest that ReadSmart has significant potential in reducing the time required for reading and in enhancing comprehension. Initial findings indicate that this system could substantially improve the educational experience for students with dyslexia. Future research will focus on refining ReadSmart's features and conducting comprehensive trials to validate its effectiveness and explore its broader applicability. – Name: AbstractInfo Label: Abstractor Group: Ab Data: As Provided – Name: DateEntry Label: Entry Date Group: Date Data: 2025 – Name: AN Label: Accession Number Group: ID Data: EJ1462786 |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=eric&AN=EJ1462786 |
| RecordInfo | BibRecord: BibEntity: Languages: – Text: English PhysicalDescription: Pagination: PageCount: 19 StartPage: 159 Subjects: – SubjectFull: Artificial Intelligence Type: general – SubjectFull: Natural Language Processing Type: general – SubjectFull: Technology Uses in Education Type: general – SubjectFull: Computer Simulation Type: general – SubjectFull: Dyslexia Type: general – SubjectFull: Learning Disabilities Type: general – SubjectFull: Students with Disabilities Type: general – SubjectFull: Program Evaluation Type: general – SubjectFull: Usability Type: general – SubjectFull: Teaching Methods Type: general Titles: – TitleFull: ReadSmart: Generative AI and Augmented Reality Solution for Supporting Students with Dyslexia Learning Disabilities Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yushan Kuerban – PersonEntity: Name: NameFull: Solomon Sunday Oyelere – PersonEntity: Name: NameFull: Ismaila Temitayo Sanusi IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2651-5369 Numbering: – Type: volume Value: 9 – Type: issue Value: 1 Titles: – TitleFull: International Journal of Technology in Education and Science Type: main |
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