发明申请
US20100185578A1 SOCIAL NETWORK ANALYSIS WITH PRIOR KNOWLEDGE AND NON-NEGATIVE TENSOR FACTORIZATION
有权
具有先前知识和非负性传感器参数的社会网络分析
- 专利标题： SOCIAL NETWORK ANALYSIS WITH PRIOR KNOWLEDGE AND NON-NEGATIVE TENSOR FACTORIZATION
- 专利标题（中）： 具有先前知识和非负性传感器参数的社会网络分析
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申请号： US12469043申请日： 2009-05-20
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公开(公告)号： US20100185578A1公开(公告)日： 2010-07-22
- 发明人: Yun Chi , Shenghuo Zhu , Koji Hino , Yihong Gong
- 申请人： Yun Chi , Shenghuo Zhu , Koji Hino , Yihong Gong
- 申请人地址： US NJ Princeton
- 专利权人： NEC LABORATORIES AMERICA, INC.
- 当前专利权人： NEC LABORATORIES AMERICA, INC.
- 当前专利权人地址： US NJ Princeton
- 主分类号： G06N7/02
- IPC分类号： G06N7/02 ; G06N5/02 ; G06F17/10
摘要：
Systems and methods are disclosed to analyze a social network by generating a data tensor from social networking data; applying a non-negative tensor factorization (NTF) with user prior knowledge and preferences to generate a core tensor and facet matrices; and rendering information to social networking users based on the core tensor and facet matrices.
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