A Remote Multimodal Learning Environment to Increase Graphical Information Access for Blind and Visually Impaired Students
A Remote Multimodal Learning Environment to Increase Graphical Information Access for Blind and Visually Impaired Students
批准号:
1822800
负责人:
Nicholas Giudice
金额:
$74.79万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2018
资助国家:
美国
项目状态:
已结题
起止时间:
2018-08-15 至 2023-07-31
中文摘要
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英文摘要
There are many limitations for students who are blind or visually impaired (BVI) in accessing complex STEM graphical information in the classroom or workplace. This longstanding problem arises due to reliance on inaccessible and outdated learning materials, the need for costly specialized devices, and an adherence to an outdated educational service model. To address these issues, this project will investigate the development and evaluation of an innovative remote learning system based on the use of multiple sensory channels to strategically present information from auditory, linguistic, touch, and enhanced visual sensing. The research will focus specifically on the optimization of multimodal information presentation and perception, separating sensory output based on its unique information processing characteristics for conveying different types of stimuli. The first project goal is to increase the quality of STEM instruction for BVI students by determining perceptually motivated learning supports that promote non-visual knowledge acquisition of STEM graphical and spatial information (learning goal). The second project goal is to increase access to graphical and spatial STEM content through creation of an innovative remote multimodal interface for communicating the conceptual meaning of visual information (technology goal). The project outcomes will contribute to theories of non-visual learning and multisensory processing, and a clear translational path to development of more efficient, intuitive, and usable multimodal interfaces for both blind and sighted users. The application of the results will help to address the severe under-representation of BVI individuals in STEM-related disciplines, and the 70% unemployment rate of this demographic, by providing a new, low-cost, and accessible technology platform for communicating non-visual graphical STEM materials. The researchers will answer the following inter-connected questions: 1) What is the best information content to be conveyed by different modal outputs for maximizing perceptual saliency, learnability, interpretation, and representation of STEM graphical materials? Once optimized in the lab, 2) How well does the optimized multimodal learning system perform in a remote deployment environment in conveying graphical STEM materials to BVI learners; and 3) Does the remote learning system increase the level of comprehension of STEM graphical content as compared to traditional BVI instructional methods? Both quantitative and qualitative data about the optimization process and the remote technology system will be collected and analyzed including user response metrics on speed/accuracy, user experience data, and STEM graphical assessment instruments adapted for BVI students. The first phase of the research will investigate multimodal information processing in order to establish best practices for information delivery and non-visual graphical learning efficiency with experiments comparing graphical information presented in different modalities for three core STEM graphical themes: graphs, diagrams, and maps. The second phase of experiments will investigate the remote learning system's efficacy as well as evaluating user performance on graphical STEM learning measures and key usability and satisfaction metrics. This project has the broader goals of increasing independence for BVI learners and other students with or without disabilities who might benefit from a remote multimodal learning environment, and the development of a new tool for supporting large-scale research and assistive technology evaluation with BVI human subjects, thereby dramatically increasing scientists' ability to recruit and work with a much larger population of BVI users than is currently possible from lab-based studies.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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Design Guidelines for Schematizing and Rendering Haptically Perceivable Graphical Elements on Touchscreen Devices
在触摸屏设备上绘制和渲染触觉感知图形元素的设计指南
DOI:
10.1080/10447318.2020.1752464
发表时间:
2020
期刊:
International Journal of Human–Computer Interaction
影响因子:
--
作者:
[Palani, Hari P., Fink, Paul D., Giudice, Nicholas A.]
通讯作者:
Giudice, Nicholas A.
EMBEDDING EXPERT KNOWLEDGE: A CASE STUDY ON DEVELOPING AN ACCESSIBLE DIAGRAMMATIC INTERFACE
嵌入专家知识:开发可访问的图形界面的案例研究
DOI:
--
发表时间:
2021
期刊:
Psychology of Mathematics Education
影响因子:
--
作者:
[Doore, S.A., Justin K. Dimmel, J.K., Xi, R., Giudice, N.A.]
通讯作者:
Giudice, N.A.
Comparing Natural Language and Vibro-Audio Modalities for Inclusive STEM Learning with Blind and Low Vision Users
比较自然语言和振动音频模式对盲人和低视力用户进行包容性 STEM 学习
DOI:
10.1145/3597638.3608429
发表时间:
2023
期刊:
In The 25th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’23
影响因子:
--
作者:
[Brown, Justin R., Doore, Stacy A., Dimmel, Justin K., Giudice, Norbert, Giudice, Nicholas A.]
通讯作者:
Giudice, Nicholas A.
DOI:
10.3389/feduc.2023.1071759
发表时间:
2023-04-11
期刊:
FRONTIERS IN EDUCATION
影响因子:
2.3
作者:
[Doore, Stacy A., Dimmel, Justin, Giudice, Nicholas A.]
通讯作者:
Giudice, Nicholas A.
Multiplication by Sunlight: How Can a Geometric Definition Be Realized in a Physical Tool?
阳光下的乘法:如何在物理工具中实现几何定义?
DOI:
--
发表时间:
2021
期刊:
Journal of mathematics education at Teachers College
影响因子:
--
作者:
[Dimmel, J.]
通讯作者:
Dimmel, J.
HCC: Medium: Multisensory maps for inclusive indoor navigation by people with visual impairments
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批准号:2312402
-
项目类别:Standard Grant
-
资助金额:$112.62万
-
财政年份:2023
-
负责人:Nicholas Giudice
-
依托单位:
Collaborative Research: Creating and testing data science learning tools for secondary students with disabilities
-
批准号:2048394
-
项目类别:Standard Grant
-
资助金额:$30.35万
-
财政年份:2021
-
负责人:Nicholas Giudice
-
依托单位:
Collaborative Research: Investigating Inclusive Data Science Tools to Overcome Statistics Anxiety
-
批准号:2106393
-
项目类别:Standard Grant
-
资助金额:$34.56万
-
财政年份:2021
-
负责人:Nicholas Giudice
-
依托单位:
CHS: Small: Improving user trust of autonomous vehicles through human-vehicle collaboration
-
批准号:1910603
-
项目类别:Standard Grant
-
资助金额:$49.99万
-
财政年份:2019
-
负责人:Nicholas Giudice
-
依托单位:
Collaborative Research: ECR DCL Level 2: Perceptual and Implementation Strategies for Knowledge Acquisition of Digital Tactile Graphics for Blind and Visually Impaired Students
-
批准号:1644471
-
项目类别:Continuing Grant
-
资助金额:$28.31万
-
财政年份:2017
-
负责人:Nicholas Giudice
-
依托单位:
I-Corps: Touchscreen-based Graphics for the Blind and Visually-impaired
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批准号:1758174
-
项目类别:Standard Grant
-
资助金额:$5.0万
-
财政年份:2017
-
负责人:Nicholas Giudice
-
依托单位:
CHS: Small: Non-visual Access to Graphical Information Using a Vibro-Audio Display
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批准号:1425337
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项目类别:Continuing Grant
-
资助金额:$49.99万
-
财政年份:2014
-
负责人:Nicholas Giudice
-
依托单位:
CDI-Type II: Collaborative Research: Cyber Enhancement of Spatial Cognition for the Visually Impaired
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批准号:0835689
-
项目类别:Standard Grant
-
资助金额:$27.6万
-
财政年份:2008
-
负责人:Nicholas Giudice
-
依托单位:
海外基金