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:
Sep. 07, 2021
Filed:
May. 31, 2018
The Ultimate Software Group, Inc., Weston, FL (US);
David Adamo, Sunrise, FL (US);
John A. Maliani, Pembroke Pines, FL (US);
Robert L. Vanderwall, Weston, FL (US);
Michael L. Mattera, Coral Springs, FL (US);
Dionny Santiago, Weston, FL (US);
Brian R. Muras, Weston, FL (US);
Keith A. Briggs, Coral Springs, FL (US);
Tariq King, Pembroke Pines, FL (US);
THE ULTIMATE SOFTWARE GROUP, INC., Weston, FL (US);
Abstract
A system for discovering semantic relationships in computer programs is disclosed. In particular, the system may synergistically identify and validate semantic relationships, concepts, and groupings associated with data elements within a static or dynamic, time varying, source input. The system may utilize feature extractors to extract features from the input and reasoners to develop associations using data from multiple feature set types, and, can thus generate reliable, robust, and complete sets of semantic relationships from the input. The system may generate hypotheses associated with the relationships, concepts, and groupings, and validate the hypotheses by testing an application under evaluation by the system and observing the outputs generated from the testing. Information pertaining to validated or invalidated hypotheses may be provided to a learning engine to maximize reasoning and performance in subsequent discovery processes by adjusting models, vocabularies, dictionaries, parameters utilized by the system in identifying the relationships, concepts, and groupings.