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:
Jun. 27, 2023

Filed:

Aug. 01, 2022
Applicant:

Clari Inc., Sunnyvale, CA (US);

Inventors:

Lei Tang, Milpitas, CA (US);

MohamadAli Torkamani, Sunnyvale, CA (US);

Mahesh Subedi, Sunnyvale, CA (US);

Kurt Leafstrand, Saratoga, CA (US);

Assignee:

CLARI INC., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/0639 (2023.01); G06Q 10/0631 (2023.01); G06Q 10/0633 (2023.01); H04L 67/50 (2022.01); G06Q 10/109 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06Q 10/06393 (2013.01); G06Q 10/0633 (2013.01); G06Q 10/063114 (2013.01); G06Q 10/109 (2013.01); H04L 67/535 (2022.05); G06N 20/00 (2019.01);
Abstract

Activity data of a set of tasks as a training set is obtained from a list of communication platforms associated with the tasks. For each of the tasks in the training set, a set of activity metrics is compiled according to a set of predetermined activity categories based on the activity data of each task. The activity metrics of all of the tasks in the training set are aggregated based on the activity categories to generate a data matrix. A principal component analysis is performed on the metrics of its covariance matrix to derive an activity dimension vector, where the activity dimension vector represents a distribution pattern of the activity metrics of the tasks. The activity dimension vector can be utilized to determine an activity score of a particular task, where the activity score of a task can be utilized to estimate a probability of completeness of the task.


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