OPTIMIZING USER SELECTION FOR PERFORMING TASKS IN SOCIAL NETWORKS

Patent №

US 9,026,541

Granted

2015-05-05

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13774273

Embodiments of the invention relate to optimizing user response rate in social media. One embodiment includes generating a statistical model for modeling a likelihood of social media user response from data collected from social media using a set of available features. The social media users are ranked in an estimation set based on the statistical model. The ranked social media users are placed in a rank ordered list. A sub-interval on the rank ordered list is selected for maximizing the response rate.

Machine learningNatural languageVisionKnowledge representationPlanningEvolutionary computationG06Q 10/40G06F 16/24578G06F 16/27G06F 16/288G06F 16/904G06F 16/9535G06F 16/9536G06F 16/9538+1 more

AI classification

Planning1.00
Knowledge representation1.00
Machine learning1.00
Evolutionary computation1.00
Natural language0.87
Vision0.67
AI hardware0.09
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 298590114

Assignors

MAHMUD, JALAL U., MEGIDDO, NIMROD, NICHOLS, JEFFREY W., ZHOU, MICHELLE X.

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

From the same owner

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