发明授权
US08645390B1 Reordering search query results in accordance with search context specific predicted performance functions
有权
根据搜索上下文特定的预测性能函数重新排序搜索查询结果
- 专利标题: Reordering search query results in accordance with search context specific predicted performance functions
- 专利标题(中): 根据搜索上下文特定的预测性能函数重新排序搜索查询结果
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申请号: US12187776申请日: 2008-08-07
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公开(公告)号: US08645390B1公开(公告)日: 2014-02-04
- 发明人: Bilgehan Uygar Oztekin , Daria Antonova , Kedar Dhamdhere , Finnegan Southey , Zhenyu Mao
- 申请人: Bilgehan Uygar Oztekin , Daria Antonova , Kedar Dhamdhere , Finnegan Southey , Zhenyu Mao
- 申请人地址: US CA Mountain View
- 专利权人: Google Inc.
- 当前专利权人: Google Inc.
- 当前专利权人地址: US CA Mountain View
- 代理机构: Morgan, Lewis & Bockius LLP
- 主分类号: G06F7/00
- IPC分类号: G06F7/00 ; G06F17/00 ; G06F17/30
摘要:
A method of processing a search query includes, for each search context of a plurality of search contexts, for each scoring primitive of a plurality of scoring primitives, and for a set of previously executed search queries that are consistent with the search context, determining a correlation between the scoring primitive and actual user selections of results of the previously executed search queries by a plurality of users. For each search context, machine learning is performed on the correlations to identify a predicted performance function comprising a weighted subset of the scoring primitives that meet predefined predictive quality criteria. Executing a user submitted search query includes associating the user submitted search query with a respective search context, and ordering at least a portion of the search results in accordance with the predicted performance function for the search context for the user submitted search query.
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