发明授权
US08166052B2 Situation recognition for recommendation using merge-split approach
有权
使用合并分割方法进行推荐的情境识别
- 专利标题: Situation recognition for recommendation using merge-split approach
- 专利标题(中): 使用合并分割方法进行推荐的情境识别
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申请号: US12104086申请日: 2008-04-16
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公开(公告)号: US08166052B2公开(公告)日: 2012-04-24
- 发明人: Yu Song , Sangoh Jeong , Doreen Cheng , Swaroop Kalasapur
- 申请人: Yu Song , Sangoh Jeong , Doreen Cheng , Swaroop Kalasapur
- 申请人地址: KR Suwon
- 专利权人: Samsung Electronics Co., Ltd.
- 当前专利权人: Samsung Electronics Co., Ltd.
- 当前专利权人地址: KR Suwon
- 代理机构: Beyer Law Group LLP
- 主分类号: G06F17/30
- IPC分类号: G06F17/30
摘要:
In one embodiment, data relating to usage patterns of the user is stored, wherein the data includes information as to items which were used and the context in which they were used. The data is then clustered into input clusters of data points. It is determined if there are any input clusters that are similar to each other. Similar clusters are merged if there are any input clusters similar to each other. Any non-merged input clusters are divided into split clusters if the split clusters would not be similar to each other. The determining, merging, and dividing are then repeated using the merged, divided, and remaining unmerged and undivided clusters as input clusters.
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