Invention Grant
- Patent Title: Automatic detection of undesirable users of an online communication resource based on content analytics
- Patent Title (中): 基于内容分析自动检测在线通信资源的不良用户
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Application No.: US12129803Application Date: 2008-05-30
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Publication No.: US08412645B2Publication Date: 2013-04-02
- Inventor: Ganesh N. Ramaswamy , Imed Zitouni
- Applicant: Ganesh N. Ramaswamy , Imed Zitouni
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Ryan, Mason & Lewis, LLP
- Agent Anne V. Dougherty
- Main IPC: G06N5/00
- IPC: G06N5/00

Abstract:
An exemplary processor-implemented method of determining whether a user of an online communication resource is an undesirable user includes the steps of building at least one model based on at least one feature of a feature set using at least one machine learning technique; and classifying the user by comparing at least one feature of the feature set that is associated with the user to the at least one model, a determination as to whether the user is an undesirable user being based at least in part on the classification of the user.
Public/Granted literature
- US20090299925A1 Automatic Detection of Undesirable Users of an Online Communication Resource Based on Content Analytics Public/Granted day:2009-12-03
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N5/00 | 利用基于知识的模式的计算机系统 |