Categorizing Objects for Queries on Online Social Networks

Patent №

US 10,102,255

Granted

2018-10-16

Filed 2016

Owner

FACEBOOK, INC.

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15260214

In one embodiment, a method includes receiving a query inputted by the user; identifying a set of objects matching the query; calculating, for each identified object, a plurality of category-scores corresponding to a plurality of categories, respectively, wherein each category-score is calculated based on a plurality of sub-scores corresponding to a plurality of scoring axes; categorizing each identified object into a category of the plurality of categories based on the category-scores for the identified object; and sending, to the client system in response to the query, one or more search results corresponding to one or more of the categorized objects for display, each search result referencing the respective categorized object, wherein the one or more categorized objects of the search results comprises objects categorized into one or more selected categories.

Machine learningNatural languageKnowledge representationAI hardwareG06F 16/24578G06F 16/35G06F 16/9024G06F 16/9535G06Q 10/40G06Q 30/0241

AI classification

Natural language1.00
Machine learning0.93
AI hardware0.71
Knowledge representation0.53
Evolutionary computation0.06
Planning0.01
Vision0.00
Speech0.00

Ownership

FACEBOOK, INC.

assignment · 426550701

Assignors

JAIN, DINKAR, GUPTA, ASHISH, PHILIP, ROSE MARIE, RAINA, RAJAT

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

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