The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 08, 2016
Filed:
Sep. 06, 2012
Marek Olszewski, San Francisco, CA (US);
Stylianos Sidiroglou, Cambridge, MA (US);
Jason Ansel, Cambridge, MA (US);
Marc Piette, San Francisco, CA (US);
Rene Reinsberg, San Francisco, CA (US);
Marek Olszewski, San Francisco, CA (US);
Stylianos Sidiroglou, Cambridge, MA (US);
Jason Ansel, Cambridge, MA (US);
Marc Piette, San Francisco, CA (US);
Rene Reinsberg, San Francisco, CA (US);
Go Daddy Operating Company, LLC, Scottsdale, AZ (US);
Abstract
Illustrative embodiments improve upon prior machine learning techniques by introducing an additional classification layer that mimics human visual pattern recognition. Building upon classification passes that extract contextual information, illustrative embodiments look for hints of high-level semantic categorization that manifest as visual artifacts in the document, such as font family, font weight, text color, text justification, white space, or CSS class name. An improved lightweight markup language enables display of machine-categorized tokens on a screen for human correction, thereby providing ground truths for further machine classification.