Invention Application
US20120284080A1 CUSTOMER COGNITIVE STYLE PREDICTION MODEL BASED ON MOBILE BEHAVIORAL PROFILE
审中-公开
基于移动行为概况的客户认知方式预测模型
- Patent Title: CUSTOMER COGNITIVE STYLE PREDICTION MODEL BASED ON MOBILE BEHAVIORAL PROFILE
- Patent Title (中): 基于移动行为概况的客户认知方式预测模型
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Application No.: US13177615Application Date: 2011-07-07
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Publication No.: US20120284080A1Publication Date: 2012-11-08
- Inventor: Rodrigo DE OLIVEIRA , Ana ARMENTA , Pedro CONCEJERO , Cesar Martin GUERRA-SALCEDO , Alexandros KARATZOGLOU , Nuria OLIVER , Rubén LARA
- Applicant: Rodrigo DE OLIVEIRA , Ana ARMENTA , Pedro CONCEJERO , Cesar Martin GUERRA-SALCEDO , Alexandros KARATZOGLOU , Nuria OLIVER , Rubén LARA
- Applicant Address: ES Madrid
- Assignee: TELEFONICA S.A.
- Current Assignee: TELEFONICA S.A.
- Current Assignee Address: ES Madrid
- Main IPC: G06Q30/02
- IPC: G06Q30/02

Abstract:
It comprises computing values of cognitive and personality indicators of users of a telecom operator by means of machine learning and data mining algorithms from information available in a telecom operator system extracted from Social Network Analysis metrics, Call Detailed Record information and commercial information of said users stored in an operator's Data Warehouse and Customer Relationship Management systems as well as information from previous surveys, or questionnaires, answered by a representative sample of users as an input of said machine learning and said data mining algorithms. The method involves building a complex computer model that infers the values of the psychological dimensions of said users by means of said machine learning and said data mining algorithms to obtain a multi-dimensional vector for each of the users.
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