US2022253897A1PendingUtilityA1

Systems and methods for automatic hashtag embedding into user generated content using machine learning

Assignee: MESPOKE LLCPriority: Jun 2, 2020Filed: Feb 28, 2022Published: Aug 11, 2022
Est. expiryJun 2, 2040(~13.8 yrs left)· nominal 20-yr term from priority
G06Q 10/40G06N 3/044G06N 3/045G06N 3/09G06N 3/0464G06N 3/084G06Q 30/0246G06Q 30/0226H04L 51/52G06N 20/00G06Q 50/01G06Q 10/46
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Claims

Abstract

One or more aspects of the present disclosure are directed to a digital social medial platform configured to automatically identify and tag elements in an upload content using machine learning techniques. In one aspect, a method includes receive media content; automatically identify one or more elements and associated metadata in the media content using a machine learning technique; embed one or more hashtags within the media content, each of which corresponds to one of the one or more elements identified in the media content; publish the media content with the one or more hashtags; track engagements of one or more users with the media content having the one or more hashtag to yield a set of statistics; and generate a user-specific loyalty identifier for a user associated with the media content, based on the set of statistics.

Claims

exact text as granted — not AI-modified
1 . A method comprising:
 receiving media content;   automatically identifying one or more elements and associated metadata in the media content using a machine learning technique;   embedding one or more hashtags within the media content, each of which corresponds to one of the one or more elements identified in the media content;   publishing the media content with the one or more hashtags;   tracking engagements of one or more users with the media content having the one or more hashtags to yield a set of statistics; and   generating a user-specific loyalty identifier for a user associated with the media content, based on the set of statistics.

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