NEURAL NETWORK SYSTEM AND METHOD FOR CONTROLLING INFORMATION OUTPUT BASED ON USER FEEDBACK

Patent №

US 8,260,733

Granted

2012-09-04

Filed 2006

Owner

TAMIRAS PER PTE. LTD., LLC

+2 more

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11544858

A system and method for controlling information output based on user feedback about the information is provided. At least one neural network module selects one or more of a plurality of objects to receive information from a plurality of information sources based at least in part on a plurality of inputs and a plurality of weight values during an epoch. The information sources may include electronic mail providers, chat participants, or page links. Recipients of the objects provide feedback about the information during an epoch. At the conclusion of an epoch, the neural network takes the feedback and generates a rating value for each of the plurality of objects. Based on the rating value and the selections made, the neural network redetermines the weight values within the network. The neural network then selects the objects to receive information during a subsequent epoch using the redetermined weight values and the inputs for that subsequent epoch.

Machine learningKnowledge representationPlanningAI hardwareH04L 69/329G06F 16/3326G06N 3/045G06N 3/0499G06N 3/063G06N 3/084G06N 3/09H04L 51/212+2 more

AI classification

Machine learning1.00
Knowledge representation1.00
Planning1.00
AI hardware0.98
Natural language0.23
Speech0.01
Evolutionary computation0.01
Vision0.00

Ownership

TAMIRAS PER PTE. LTD., LLC

merger · 368370829

INTELLECTUAL VENTURES ASSETS 44 LLC

assignment · 428840395

HYPER SEARCH LLC

assignment · 440560373

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