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    • 5. 发明申请
    • SYSTEM FOR FINDING QUERIES AIMING AT TAIL URLs
    • 在尾部URL中查找查询的系统
    • US20100179929A1
    • 2010-07-15
    • US12351013
    • 2009-01-09
    • Xiaoxin YinVijay Ravindran NairRyan Frederick StewartFang LiuJunhua WangTiffany Kumi DohzenYi-Min Wang
    • Xiaoxin YinVijay Ravindran NairRyan Frederick StewartFang LiuJunhua WangTiffany Kumi DohzenYi-Min Wang
    • G06F15/18G06N5/02
    • G06F17/30864
    • Systems and methodologies for improved query classification and processing are provided herein. As described herein, a query prediction model can be constructed from a set of training data (e.g., diagnostic data obtained from an automatic diagnostic system and/or other suitable data) using a machine learning-based technique. Subsequently upon receiving a query, a set of features corresponding to the query, such as the length and/or frequency of the query, unigram probabilities of respective words and/or groups of words in the query, presence of pre-designated words or phrases in the query, or the like, can be generated. The generated features can then be analyzed in combination with the query prediction model to classify the query by predicting whether the query is aimed at a head Uniform Resource Locator (URL) or a tail URL. Based on this prediction, an appropriate index or combination of indexes can be assigned to answer the query.
    • 本文提供了改进的查询分类和处理的系统和方法。 如本文所述,可以使用基于机器学习的技术从一组训练数据(例如,从自动诊断系统获得的诊断数据和/或其他合适的数据)来构建查询预测模型。 随后在接收到查询后,查询对应的一组特征,诸如查询的长度和/或频率,查询中各个单词和/或单词组的单位概率,预先指定的单词或短语的存在 在查询等中可以生成。 然后可以结合查询预测模型分析生成的特征,以通过预测查询是针对头统一资源定位符(URL)还是尾URL来对查询进行分类。 基于该预测,可以分配适当的索引或索引组合来回答查询。
    • 6. 发明申请
    • REMOVABLE POP-UP DRAIN CONTROL WITH CATCH BASKET
    • 可拆卸的POP-UP排水控制与捕捉篮
    • US20100024108A1
    • 2010-02-04
    • US12185609
    • 2008-08-04
    • Stewart Lee YangRyan Frederick Leichty
    • Stewart Lee YangRyan Frederick Leichty
    • A47K1/14
    • E03C1/23E03C1/2306E03C1/262
    • A drain control assembly has a pop-up stopper controlled by a cammed actuating mechanism allowing the stopper to alternately seal and unseat from the drain opening by repetitively pressing down on the stopper. The seal seats against the structure housing the drain, such as a tub or sink basin and the like, so that a clean look and positive seal can be achieved. The assembly has integral catch basket that serves to both retain items fallen into the drain and removably mount the assembly to a support beneath the drain opening such that the assembly is firmed secured in place for controlling flow through the drain, but also can be dislodged so that the entire assembly can be removed and items in the catch basket can be retrieved. The assembly can then be reinstalled by simply inserting it down into the drain. A method of use is also disclosed.
    • 排水控制组件具有由凸轮驱动机构控制的弹出式止挡件,允许止动件通过重复地向下按压止动件而从排水口交替地密封和离开。 密封件抵靠容纳排水管的结构(例如浴盆或水池盆等),使得可以实现干净的外观和正密封。 该组件具有一体的卡扣,其用于将物品保持在排水口中,并将组件可移除地安装到排放口下方的支撑件上,使得组件被固定在适当位置以控制通过排水管的流动,而且也可以被移走 整个组件可以被移除,并且可以检索收集篮中的物品。 然后可以通过将其简单地插入排水管来重新安装组件。 还公开了一种使用方法。
    • 8. 发明授权
    • Removable pop-up drain control with catch basket
    • 可拆卸弹出式排水控制带抓篮
    • US08214942B2
    • 2012-07-10
    • US12185609
    • 2008-08-04
    • Stewart Lee YangRyan Frederick Leichty
    • Stewart Lee YangRyan Frederick Leichty
    • E03C1/232
    • E03C1/23E03C1/2306E03C1/262
    • A drain control assembly has a pop-up stopper controlled by a cammed actuating mechanism allowing the stopper to alternately seal and unseat from the drain opening by repetitively pressing down on the stopper. The seal seats against the structure housing the drain, such as a tub or sink basin and the like, so that a clean look and positive seal can be achieved. The assembly has integral catch basket that serves to both retain items fallen into the drain and removably mount the assembly to a support beneath the drain opening such that the assembly is firmed secured in place for controlling flow through the drain, but also can be dislodged so that the entire assembly can be removed and items in the catch basket can be retrieved. The assembly can then be reinstalled by simply inserting it down into the drain. A method of use is also disclosed.
    • 排水控制组件具有由凸轮驱动机构控制的弹出式止挡件,允许止动件通过重复地向下按压止动件而从排水口交替地密封和离开。 密封件抵靠容纳排水管的结构(例如浴盆或水池盆等),使得可以实现干净的外观和正密封。 该组件具有一体的卡扣,其用于将物品保持在排水口中,并将组件可移除地安装到排放口下方的支撑件上,使得组件被固定在适当位置以控制通过排水管的流动,而且也可以移动 整个组件可以被移除,并且可以检索收集篮中的物品。 然后可以通过将其简单地插入排水管来重新安装组件。 还公开了一种使用方法。
    • 9. 发明授权
    • System for finding queries aiming at tail URLs
    • 用于查找针对尾部URL的查询的系统
    • US08145622B2
    • 2012-03-27
    • US12351013
    • 2009-01-09
    • Xiaoxin YinVijay Ravindran NairRyan Frederick StewartFang LiuJunhua WangTiffany Kumi DohzenYi-Min Wang
    • Xiaoxin YinVijay Ravindran NairRyan Frederick StewartFang LiuJunhua WangTiffany Kumi DohzenYi-Min Wang
    • G06F7/00
    • G06F17/30864
    • Systems and methodologies for improved query classification and processing are provided herein. As described herein, a query prediction model can be constructed from a set of training data (e.g., diagnostic data obtained from an automatic diagnostic system and/or other suitable data) using a machine learning-based technique. Subsequently upon receiving a query, a set of features corresponding to the query, such as the length and/or frequency of the query, unigram probabilities of respective words and/or groups of words in the query, presence of pre-designated words or phrases in the query, or the like, can be generated. The generated features can then be analyzed in combination with the query prediction model to classify the query by predicting whether the query is aimed at a head Uniform Resource Locator (URL) or a tail URL. Based on this prediction, an appropriate index or combination of indexes can be assigned to answer the query.
    • 本文提供了改进的查询分类和处理的系统和方法。 如本文所述,可以使用基于机器学习的技术从一组训练数据(例如,从自动诊断系统获得的诊断数据和/或其他合适的数据)来构建查询预测模型。 随后在接收到查询后,查询对应的一组特征,诸如查询的长度和/或频率,查询中各个单词和/或单词组的单位概率,预先指定的单词或短语的存在 在查询等中可以生成。 然后可以结合查询预测模型分析生成的特征,以通过预测查询是针对头统一资源定位符(URL)还是尾URL来对查询进行分类。 基于该预测,可以分配适当的索引或索引组合来回答查询。