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SYSTEMS AND METHODS FOR USING CROWD SOURCING TO EVALUATE TRUTHFULNESS OR BIAS IN ONLINE CONTENT

Application US20260079948A1 Kind: A1 Mar 19, 2026

Inventors

Travis Trammell, Richard Kim

Abstract

A method comprising identifying a content item having stated facts and/or opinions which a user is unsure whether to trust; during a first time period, obtaining first content evaluations of the content item from first users, each first content evaluation evaluating a belief state of the stated facts and/or opinions; displaying the first content evaluations; during a second time period initiating later than the first time period, obtaining second evaluations from second users regardless of second user expertise, the second users defined as having hindsight and thus knowledge as to the belief state of the stated facts and/or opinions greater than the first users; generating and issuing expert scores for the first users based on the second evaluations; and elevating an influential characteristic of each first user having an expert score higher than a certain threshold when providing another evaluation during another time period.

CPC Classifications

G06F 16/24578 G06F 16/248 G06F 16/313 G06F 16/435 G06F 16/9535 G06F 16/9536 G06F 16/958 G06N 7/01 G06Q 10/40 G06Q 30/0201 G06Q 30/0202 H04N 21/44226 H04N 21/4532 H04N 21/4668 H04N 21/4756 H04N 21/4826

Filing Date

2025-04-28

Application No.

19192194