公开(公告)号：US20240070569A1

公开(公告)日：2024-02-29

申请号：US17895138

申请日：2022-08-25

Applicant: Verizon Patent and Licensing Inc.

Inventor： Lokesh Ramamoorthy ,  Ebenezer Bardhan ,  Goutham Kumar Chikoti

IPC: G06Q10/06 ,  G06Q30/02

CPC classification number: G06Q10/063 ,  G06Q30/0201 ,  G06Q30/0206

Abstract: The present teaching relates to method, system, medium, and implementations for job pricing. When receiving information about a new task of a job type, a mixture model representing historic job completion data and including multiple cluster-based models is used to predict job pricing. The multiple cluster-based models characterize corresponding multiple clusters identified from historic job completion data and are used to generate multiple predictions of duration to complete the new task. The predictions generated based on the cluster-based models are integrated based on the mixture model to generate an overall job pricing estimate for the new task.