Invention Grant
- Patent Title: Selection of graphical user interface agents by cluster analysis
- Patent Title (中): 通过集群分析选择图形用户界面代理
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Application No.: US08767928Application Date: 1996-12-17
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Publication No.: US08019698B1Publication Date: 2011-09-13
- Inventor: David Christopher Dryer , Leslie Robert Wilson
- Applicant: David Christopher Dryer , Leslie Robert Wilson
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Matthew W. Baca
- Main IPC: G06N5/00
- IPC: G06N5/00

Abstract:
Intelligent computer implemented agents are associated with computer user interface tasks by dividing the tasks into statistically distinct clusters based on sampled user assessments. The assessments collect data on multiple user variables. Multivariate statistical analysis is used to divide the tasks into distinct clusters. The clusters are validated using univariate analysis on each of the measured variables. Intelligent agents are associated based on the measured variables to ensure that agents are effective. The objective assessment and association avoids costly creation and overhead of agents applied where not effective.
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 |