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:
Aug. 31, 2021

Filed:

Jun. 06, 2018
Applicant:

Salesforce.com, Inc., San Francisco, CA (US);

Inventors:

Max Kleiman-Weiner, Cambridge, MA (US);

Andrew Richard Gallant, Westborough, MA (US);

Jason Rastrick Briggs, Boston, MA (US);

Cogan Dwayne Culver, Satfford, VA (US);

Kevin John Doyle, Somerville, MA (US);

Thomas Michael DuBois, Columbia, MD (US);

John Randolph Frank, Cambridge, MA (US);

Keith Michael Gabryelski, Brookline, MA (US);

Andrew Wilson Haskell, Manchester-by-the-Sea, MA (US);

David Zachary Maze, Somerville, MA (US);

Geoffrey Ira Milstein, Merrimac, MA (US);

Emily Brooks Pavlini, Boston, MA (US);

Daniel Adam Roberts, Cambridge, MA (US);

Aaron Michael Taylor, Williamstown, MA (US);

Henry Forrest Leanna Wallace, Cambridge, MA (US);

Assignee:

salesforce.com, inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/904 (2019.01); G06N 5/00 (2006.01); G06F 16/93 (2019.01); G06F 16/9535 (2019.01); G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 16/904 (2019.01); G06F 16/9024 (2019.01); G06F 16/93 (2019.01); G06F 16/9535 (2019.01); G06N 5/00 (2013.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01);
Abstract

A journal of operations persistently stores a collection of user and machine interactions with documents, concepts within documents, and relationships/mentions among such documents and concepts. A knowledge graph or other visual expression can be used to provide an interactive format for user interactions with this information, and to visually display the accumulated information in the journal of operations on user's device of choice. Such accumulations are often called aggregations or aggregates. Both human users and computer users such as automated recommendation engines, machine learning algorithms, and the like can interact with the journal of operations to facilitate computer-assisted discovery and organization of data around a topic of interest to the human user. The resulting journal of operations and aggregations of those operations such as a knowledge graph or other visual expression(s) also provides a useful medium for sharing knowledge with other users and collaborating on investigation of a topic.


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