DISPLAYING DEMOGRAPHIC INFORMATION OF MEMBERS DISCUSSING TOPICS IN A FORUM

Patent №

US 9,826,005

Granted

2017-11-21

Filed 2013

Owner

FACEBOOK, INC.

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13892296

Users in public forums often mention certain topics in the course of their discussions. Member's comments in messages to other members are analyzed to obtain terms that co-occur with topics. Frequencies of co-occurrence of a term with topics are normalized based on frequency of the term in a random sample of message. The terms are ranked by their normalized frequency of co-occurrence with a topic in messages. The top terms are selected based on their rank. Analysis of demographic information associated with members that mentioned top terms associated with a topic is displayed in graphical format that highlights the relationship between the age, gender, and usage of the top terms over time. The demographic information presented includes average age of members that mentioned a top term or their gender information within a selected time interval.

Machine learningNatural languageKnowledge representationPlanningAI hardwareG06Q 10/10H04L 51/52H04L 65/403G06F 3/0481G06F 40/18H04L 67/306

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.91
Vision0.03
Evolutionary computation0.00
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 411920225

Assignors

LINDSAY, ROBERT TAAFFE, DIPERSIA, BLAISE ANDREW

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

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