Invention Grant
- Patent Title: Affinity propagation in adaptive network-based systems
- Patent Title (中): 自适应网络系统中的亲和度传播
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Application No.: US11690823Application Date: 2007-03-24
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Publication No.: US08600920B2Publication Date: 2013-12-03
- Inventor: Steven Dennis Flynn , Naomi Felina Moneypenny
- Applicant: Steven Dennis Flynn , Naomi Felina Moneypenny
- Applicant Address: US DE Wilmington
- Assignee: World Assets Consulting AG, LLC
- Current Assignee: World Assets Consulting AG, LLC
- Current Assignee Address: US DE Wilmington
- Agency: Stolowitz Ford Cowger LLP
- Main IPC: G06N5/00
- IPC: G06N5/00

Abstract:
Adaptive applications of affinity propagation are described to facilitate effective and computationally efficient means of clustering computer-based objects such as items of content, and/or to determine exemplars associated with a set of objects. Affinity propagation is also applied by the present invention to define system user affinity groups and/or exemplar users. The present invention applies usage behaviors as a basis for influencing clustering through methods such as initializing exemplar attractor values based on usage behaviors and/or basing similarity values between pairs of objects or users on usage behaviors associated with system objects, or usage behaviors that are associated with, directly or indirectly, specific system users.
Public/Granted literature
- US20070203872A1 Affinity Propagation in Adaptive Network-Based Systems Public/Granted day:2007-08-30
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 |