METHOD AND SYSTEM FOR MANAGING CUSTOMER NETWORK VALUE

Patent №

US 7,941,339

Granted

2011-05-10

Filed 2005

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11282866

A method, system and computer program product are disclosed for evaluating a customer network value of a set of customers for a given marketing campaign, said method comprising the steps of storing for each customer static information, collecting for each customer, historical and time cumulative network behavior data, building a customer network map from network behavior data said map describing network relation between nodes, one node representing one customer, computing the social network parameters for the nodes of the network map, selecting the most relevant social network parameters according to the objectives of the given marketing campaign, and, computing for each customer a Customer Network Value Index (NVI) by combining the most relevant social network parameters and static information. When a static information profile is defined for an extended customer population, applying data mining techniques on this population allows estimating a probabilistic NVI for each customer in the extended customer population for which no NVI has been computed.

Machine learningKnowledge representationPlanningG06Q 30/02G06Q 30/0207G06Q 30/0241G06Q 30/0251G06Q 30/0254G06Q 30/0255

AI classification

Planning1.00
Machine learning1.00
Knowledge representation0.96
Vision0.21
AI hardware0.11
Natural language0.05
Evolutionary computation0.03
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 171000635

Assignors

ARGAIZ, JOSELIUS IRIBARREN

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

From the same owner

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