Modifying Food Recipes for Readers with Mild or Temporary Disabilities That Impact Reading Comprehension
Date
2023-05-01Author
Neumann, Benjamin
Department
Computer Science
Advisor(s)
Susan W. McRoy
Metadata
Show full item recordAbstract
Recipes can be important for accomplishing preparatory activities for eating, a major life activity and sometimes an important social occasion. Disabilities that cause reading problems that impact comprehension can make it difficult for an individual to read and understand recipes. A simplified recipe would reduce the mental effort required to read and execute the recipe. There are resources for individuals who have more severe impairments, but these are not suitable for individuals with more mild impairments. A proof-of-concept software system for extracting information information from cookie recipes was created. The system uses a combination of rules and a statistical model to make a recipe's oven preheat temperature, baking duration and required tools easier to identify; format actions in bold typeface; and separate multi-sentence steps into sub-steps. The statistical model uses named entity recognition. The system was evaluated in a pilot user study.
Subject
reading comprehension
reading disabilities
recipe named entity
text simplification
Permanent Link
http://digital.library.wisc.edu/1793/93223Type
thesis