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System and method for managing routing of customer calls to agents

專利號
US11176461B1
公開日期
2021-11-16
申請人
MASSACHUSETTS MUTUAL LIFE INSURANCE COMPANY(US MA Springfield)
發(fā)明人
Sears Merritt
IPC分類
H04M3/51; H04M3/523; G06N5/02; G06N20/00; G06Q30/02; H04M3/436; G06Q30/06; H04M3/42
技術(shù)領域
customer,call,queue,inbound,predictive,in,enterprise,model,data,agents
地域: MA MA Springfield

摘要

A call management system of a call center retrieves from a customer database enterprise customer data associated with an identified customer in a customer call, which may include customer event data, attributions data, and activity event data. The customer database tracks prospects, leads, new business, and purchasers of an enterprise. The system retrieves customer demographic data associated with the identified customer. A predictive model is selected from a plurality of predictive models based on retrieved enterprise customer data. The selected predictive model, including a logistic regression model, and tree-based model, determines a value prediction signal for the identified customer, then classifies the identified customer into a first value group or a second value group. The system routes a customer call classified in the first value group to a first call queue assignment, and routes a customer call classified in the second value group to a second call queue assignment.

說明書

In an embodiment, analytical engine 404 includes logic for selecting a predictive model from a plurality of predictive models for which a set of enterprise customer data retrieved for an identified customer has the highest importance in determining the respective business outcome. In an embodiment, analytical engine 404 stores lookup tables each of the predictive models within predictive modeling module 410 with table entries for various enterprise customer data, wherein each table entry includes an expected impact on business value. In an embodiment, analytical engine 404 applies business logic to forecasting expected impact on business value for given categories of enterprise customer data, and for weighing two or more enterprise customer data as components of overall importance in determining expected impact on likelihood of the respective business outcome. In an embodiment, analytical engine 404 adjusts the weight of two or more enterprise customer data as components of overall importance in determining expected impact on likelihood of the respective business outcome, depending on circumstances of the call center management system 400. For example, in the context of a call center campaign focused on one or more types of customer (prospect, lead, purchaser, new business applicant), analytical engine 404 may place greater importance on customer event data and attributions data than on activity event data in determining the respective business outcome.

權(quán)利要求

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