Affiliation:
1. Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Ilissia, GR-15784 Athens, Greece
Abstract
In contrast to sighted students who acquire mathematical expressions (MEs) from their visual sources, blind students must keep MEs in their memory using the Tactile or Auditory Modality. In this work, we rigorously investigate the ability to temporarily retain MEs by blind individuals when they use different input modalities: Auditory, Tactile, and Auditory–Tactile. In the experiments with 16 blind participants, we meticulously measured the users’ capacity for memory retention utilizing ME recall. Based on a robust methodology, our results indicate that the distribution of the recall errors regarding their types (Deletions, Substitutions, Insertions) and math element categories (Structural, Numerical, Identifiers, Operators) are the same across the tested modalities. Deletions are the favored recall error, while operator elements are the hardest to forget. Our findings show a threshold to the cognitive overload of the short-term memory in terms of type and number of elements in an ME, where the recall rapidly decreases. The increase in the number of errors is affected by the increase in complexity; however, it is significantly higher in the Auditory modality than in the other two. Therefore, segmenting a math expression into smaller parts will benefit the ability of the blind reader to retain it in memory while studying.
Reference55 articles.
1. Principles of electronic speech processing with applications for people with disabilities;Fellbaum;Technol. Disab.,2008
2. Improving Communication of Visual Signals by Text-to-Speech Software;Stephanidis;Universal Access in Human-Computer Interaction. Applications and Services for Quality of Life. UAHCI 2013. Lecture Notes in Computer Science,2013
3. Speech technologies for blind and low vision persons;Freitas;Technol. Disab.,2008
4. An insight into smartphone-based assistive solutions for visually impaired and blind people: Issues, challenges and opportunities;Khan;Univers. Access Inf. Soc.,2021
5. Assistive technology for the inclusion of students with disabilities: A systematic review;Educ. Technol. Res. Dev.,2022