Invention Grant
US08260646B2 Method and apparatus for customer segmentation using adaptive spectral clustering
失效
使用自适应光谱聚类的客户分割的方法和装置
- Patent Title: Method and apparatus for customer segmentation using adaptive spectral clustering
- Patent Title (中): 使用自适应光谱聚类的客户分割的方法和装置
-
Application No.: US12539256Application Date: 2009-08-11
-
Publication No.: US08260646B2Publication Date: 2012-09-04
- Inventor: Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
- Applicant: Xin Xin Bai , Jin Dong , Ta-Hsin Li , Wen Jun Yin , Bin Zhang
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Scully, Scott, Murphy & Presser, P.C.
- Agent Daniel P. Morris, Esq.
- Main IPC: G06Q10/00
- IPC: G06Q10/00
Abstract:
A method and system for customer segmentation using adaptive spectral clustering may include determining initial segmentation labels, determining new customer behavior data, formulating a single objective minimization function that integrates the initial segmentation labels with the new customer behavior data, and determining best fit to both the initial segmentation labels and the new customer behavior data simultaneously by minimizing the single objective minimization function.
Public/Granted literature
- US20110040601A1 METHOD AND APPARATUS FOR CUSTOMER SEGMENTATION USING ADAPTIVE SPECTRAL CLUSTERING Public/Granted day:2011-02-17
Information query
