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    • 1. 发明申请
    • AUTOMATED USER BEHAVIOR FEEDBACK SYSTEM FOR WHOLE PAGE SEARCH SUCCESS OPTIMIZATION
    • 自动化用户行为反馈系统,用于全页搜索成功优化
    • US20110202522A1
    • 2011-08-18
    • US12708499
    • 2010-02-18
    • David CiemiewiczYa ZhangBelle TsengJean-Marc Langlois
    • David CiemiewiczYa ZhangBelle TsengJean-Marc Langlois
    • G06F17/30
    • G06F17/30867
    • Various users' navigational behaviors relative to search results presented by a search engine are monitored. URLs that are visited and revised queries that are submitted after the submission of an original query are placed within a trail that begins with the original query. These trails are grouped based on the original queries with which they begin. For each trail group, a set of URLs that frequently occur in that group's trails, and a set of revised queries that frequently occur in that group's trails, are determined. These frequently occurring elements are mapped to the original queries with which all the trails in the corresponding trail group begin. In response to subsequent submissions of the same original query, the search engine ensures that URLs and revised queries that are mapped to the original query are prominently displayed on the search results pages that are initially returned in response to those submissions.
    • 监视与搜索引擎提供的搜索结果相关的各种用户的导航行为。 在提交原始查询后提交的访问和修改的查询的URL将放置在以原始查询开头的跟踪中。 这些路径根据他们开始的原始查询进行分组。 对于每个跟踪组,都会确定频繁发生在该组路径中的一组URL,以及经常发生在该组路径中的一组经过修改的查询。 这些经常出现的元素被映射到相应跟踪组中的所有路径开始的原始查询。 响应于相同原始查询的后续提交,搜索引擎确保映射到原始查询的URL和修改的查询显着地显示在最初返回以响应这些提交的搜索结果页面上。
    • 4. 发明授权
    • Automated user behavior feedback system for whole page search success optimization
    • 自动用户行为反馈系统,用于整页搜索成功优化
    • US08832101B2
    • 2014-09-09
    • US12708499
    • 2010-02-18
    • David CiemiewiczYa ZhangBelle TsengJean-Marc Langlois
    • David CiemiewiczYa ZhangBelle TsengJean-Marc Langlois
    • G06F17/30
    • G06F17/30867
    • Various users' navigational behaviors relative to search results presented by a search engine are monitored. URLs that are visited and revised queries that are submitted after the submission of an original query are placed within a trail that begins with the original query. These trails are grouped based on the original queries with which they begin. For each trail group, a set of URLs that frequently occur in that group's trails, and a set of revised queries that frequently occur in that group's trails, are determined. These frequently occurring elements are mapped to the original queries with which all the trails in the corresponding trail group begin. In response to subsequent submissions of the same original query, the search engine ensures that URLs and revised queries that are mapped to the original query are prominently displayed on the search results pages that are initially returned in response to those submissions.
    • 监视与搜索引擎提供的搜索结果相关的各种用户的导航行为。 在提交原始查询后提交的访问和修改的查询的URL将放置在以原始查询开头的跟踪中。 这些路径根据他们开始的原始查询进行分组。 对于每个跟踪组,都会确定频繁发生在该组路径中的一组URL,以及经常发生在该组路径中的一组经过修改的查询。 这些经常出现的元素被映射到相应跟踪组中的所有路径开始的原始查询。 响应于相同原始查询的后续提交,搜索引擎确保映射到原始查询的URL和修改的查询显着地显示在最初返回以响应这些提交的搜索结果页面上。
    • 7. 发明申请
    • Online Measurement of User Satisfaction Using Long Duration Clicks
    • 在线测量用户满意度使用长时间点击
    • US20100306224A1
    • 2010-12-02
    • US12476554
    • 2009-06-02
    • David CiemiewiczTapas KanungoArun LakshminarayananMaria Stone
    • David CiemiewiczTapas KanungoArun LakshminarayananMaria Stone
    • G06F17/30
    • G06Q10/10G06F16/951G06Q10/04
    • Determine a plurality of first dwell durations for a plurality of first web pages, each first dwell duration indicating a time period a user has spent with a first web page. Access a plurality of first quality ratings for the first web pages, each first quality rating indicating a quality of a first web page as a part of a search result generated for a first search query. Access a predefined quality rating threshold. Correlate the first dwell durations and the first quality ratings. And, determine a dwell duration threshold, such that a second user spending a second dwell duration greater than or equal to the dwell duration threshold with a second web page indicates that the second user is satisfied with the second web page identified in a second search result generated by a search engine in response to a second search query requested by the second user.
    • 确定多个第一网页的多个第一驻留持续时间,每个第一驻留持续时间指示用户花费与第一网页花费的时间段。 访问第一网页的多个第一质量评级,每个第一质量评级指示作为针对第一搜索查询生成的搜索结果的一部分的第一网页的质量。 访问预定义的质量等级阈值。 将第一个停留时间和第一个质量等级相关联。 并且,确定停留持续时间阈值,使得第二用户花费大于或等于驻留持续时间阈值的第二停留持续时间与第二网页指示第二用户满足在第二搜索结果中标识的第二网页 由搜索引擎响应于第二用户请求的第二搜索查询生成。