EMOJI FREQUENCY DETECTION AND DEEP LINK FREQUENCY

Patent №

US 9,712,550

Granted

2017-07-18

Filed 2016

Owner

APPLE INC.

Lab

AI components

4

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15275358

Systems and methods are disclosed for generating term frequencies of known terms based on crowdsourced differentially private sketches of the known terms. An asset catalog can be updated with new frequency counts for known terms based on the crowdsourced differentially private sketches. Known terms can have a classification. A client device can maintain a privacy budget for each classification of known terms. Classifications can include emojis, deep links, locations, finance terms, and health terms, etc. A privacy budget ensures that a client does not transmit too much information to a term frequency server, thereby compromising the privacy of the client device.

Natural languageKnowledge representationPlanningAI hardwareH04L 63/1425G06F 21/6254G06F 40/134G06F 40/242G06N 20/00G06F 40/274H04L 63/0421

AI classification

Natural language1.00
Planning1.00
Knowledge representation0.73
AI hardware0.71
Vision0.16
Machine learning0.01
Speech0.00
Evolutionary computation0.00

Ownership

APPLE INC.

assignment · 402170383

Assignors

THAKURTA, ABHRADEEP GUHA, VYRROS, ANDREW H., VAISHAMPAYAN, UMESH S., KAPOOR, GAURAV, FREUDIGER, JULIEN, PRAKASH, VIPUL VED, LEGENDRE, ARNAUD, DUPLINSKY, STEVEN

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

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