SYSTEM, METHOD, AND COMPUTER PROGRAM FOR PROACTIVE CUSTOMER CARE UTILIZING PREDICTIVE MODELS

Patent №

US 9,467,567

Granted

2016-10-11

Filed 2014

Owner

AMDOCS SOFTWARE SYSTEMS LIMITED

Lab

AI components

3

ml · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14244833

A system, method, and computer program product are provided for proactive customer care utilizing predictive models. In use, historical data associated with a plurality of customers of a service provider is identified. Further, at least one first predictive model is generated based on the historical data associated with the plurality of customers, the at least one first predictive model indicating a propensity of each of the plurality of customers to call a call center associated with the service provider. Additionally, a portion of the plurality of customers are proactively notified based on call propensity information associated with the at least one first predictive model, in response to identifying at least one customer issue associated with the plurality of customers, the portion of the plurality of customers including customers identified as persuadable customers based on the at least one first predictive model. Furthermore, a behavior of the plurality of customers is monitored. In addition, at least one second predictive model is generated, based at least in part on the behavior of the plurality of customers.

Machine learningKnowledge representationPlanningH04M 3/51G06Q 10/06H04M 2203/551H04M 2203/556

AI classification

Planning1.00
Machine learning0.89
Knowledge representation0.74
AI hardware0.28
Vision0.15
Natural language0.06
Evolutionary computation0.01
Speech0.00

Ownership

AMDOCS SOFTWARE SYSTEMS LIMITED

assignment · 338320816

Assignors

BARKAN, GILAD, YASSOUR, YANIV, FERNANDES, JOSE PEDRO SARMENTO, SANZ, SERGIO GONZALEZ

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

From the same owner

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