katana icon indicating copy to clipboard operation
katana copied to clipboard

Use Heuristic Inference to improve form-fill capability

Open Mzack9999 opened this issue 1 year ago • 0 comments

Please describe your feature request:

Automatic form filling without context is a hard task. After implementing a series of robust standard rules, it would be interesting to investigate further strategies to infer the form category from the page:

  • What is the topic of the page - semantical analysis (form to book an airplane, form to subscribe to a newsletter, login form, etc)
  • Can we use prior knowledge to classify similar forms? (forms from web frameworks, from taken from snippets on the web)
  • Form filling can be a multistep operation: we need an autonomous approach (eg. with a fitness function that rewards the most promising filling paths)

Mzack9999 avatar Oct 02 '22 21:10 Mzack9999