Date of Award
May 2023
Degree Type
Thesis
Degree Name
Master of Science
Department
Computer Science
First Advisor
Susan W. McRoy
Committee Members
Tian Zhao, Ethan V Munson
Keywords
reading comprehension, reading disabilities, recipe named entity, text simplification
Abstract
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.
Recommended Citation
Neumann, Benjamin, "Modifying Food Recipes for Readers with Mild or Temporary Disabilities That Impact Reading Comprehension" (2023). Theses and Dissertations. 3198.
https://dc.uwm.edu/etd/3198
Included in
Computer Sciences Commons, Disability Studies Commons, Family and Consumer Sciences Commons