CREDIBILITY ENHANCEMENT FOR ONLINE COMMENTS AND RECOMMENDATIONS

Patent №

US 9,972,043

Granted

2018-05-15

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · vision · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15601747

One embodiment provides a method for determining credibility of a user in recommending an object. The method comprises monitoring activity relating to an object in an online network, and determining a baseline of activity for the object based on the activity monitored. In response to detecting a user interaction by a first user with the object, information relating to the user interaction is recorded. An analysis of the information recorded is performed in view of information relating to one or more other user interactions by one or more other users with the object. Based on the analysis, a credibility score for the first user is determined. The credibility score represents a degree of confidence in reliability of the first user to recommend the object. Presentation of user recommendations for objects is controlled based on credibility scores to decrease impact of astroturfing, crowdturfing and spamming on the presentation.

Machine learningVisionSpeechKnowledge representationPlanningAI hardwareG06Q 30/0631G06F 16/24578G06F 16/90324G06F 16/9535G06Q 10/10G06Q 10/40G06Q 30/0282

AI classification

Knowledge representation1.00
Speech0.97
Vision0.96
Planning0.95
AI hardware0.91
Machine learning0.58
Natural language0.44
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 424600308

Assignors

ABOU MAHMOUD, ALAA, BASTIDE, PAUL R., LU, FANG

On an employer assignment, the assignors are typically the inventors.

From the same owner

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