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.

Date of Patent:
May. 05, 2026

Filed:

May. 17, 2024
Applicant:

Open Text Inc., Wilmington, DE (US);

Inventor:

Jan Stadermann, Rheinbach, DE;

Assignee:

Open Text Inc., Wilmington, DE (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/93 (2019.01); G06N 3/048 (2023.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
G06F 16/93 (2019.01); G06N 3/048 (2023.01); G06N 3/09 (2023.01);
Abstract

Integrated document scoring and prioritization systems and methods for enhanced document review in e-discovery are disclosed herein. An example includes combining a first vector of scores from one algorithm and a second vector of scores from another algorithm, both corresponding to a set of documents. Ground truth labels indicating document responsiveness are also acquired. A system calculates blending weights through a supervised learning algorithm, considering the scores and ground truth labels. These weights are then employed to combine the vector scores, yielding final ranking scores for each document. The system culminates in the creation of a sorted document list, where documents with higher final ranking scores are prioritized, signifying their increased relevance within the dataset.


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