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    • 1. 发明申请
    • CREATION AND ENRICHMENT OF SEARCH BASED TAXONOMY FOR FINDING INFORMATION FROM SEMISTRUCTURED DATA
    • 基于搜索的TAXONOMY的创建和增强,用于从半结构数据中发现信息
    • US20120117050A1
    • 2012-05-10
    • US13353187
    • 2012-01-18
    • Sudharsan VasudevanRohan MongaHemanth SambraniN. S. Sekar
    • Sudharsan VasudevanRohan MongaHemanth SambraniN. S. Sekar
    • G06F17/30
    • G06F16/367
    • Techniques are provided for creating and updating a entity hierarchy (taxonomy) based on information captured about user interaction with a system. Techniques are also provided for using the taxonomy to determine the nature of entities represented by terms submitted to a search engine. Search logs analyzed for related sets of entities, and used to improve the taxonomy for storing information. Once the taxonomy is created, information across data sources are fetched and aggregated based on the taxonomy. When the system is queried, the query is modified to a predefined template, and the best fit result is promptly returned. A feedback mechanism is also provided to enhance taxonomy and entity data based on search volumes. This system enables search engines to provide accurate answers when entities, their attributes and relationships are involved.
    • 提供了基于用于与系统的用户交互捕获的信息来创建和更新实体层次(分类法)的技术。 还提供了使用分类法来确定由提交给搜索引擎的条款表示的实体的性质的技术。 搜索日志分析了相关的实体集,并用于改进存储信息的分类法。 一旦创建了分类法,数据源之间的信息将根据分类法获取和聚合。 查询系统时,查询被修改为预定义的模板,并且最终合适的结果被及时返回。 还提供反馈机制,以增强基于搜索量的分类法和实体数据。 当涉及实体,其属性和关系时,该系统使搜索引擎能够提供准确的答案。
    • 2. 发明申请
    • RULES AND METHOD FOR IMPROVING IMAGE SEARCH RELEVANCE THROUGH GAMES
    • 通过游戏改善图像搜索相关性的规则和方法
    • US20100145941A1
    • 2010-06-10
    • US12331358
    • 2008-12-09
    • Sudharsan VasudevanN. S. Sekar
    • Sudharsan VasudevanN. S. Sekar
    • G06F17/00
    • G06F17/30265
    • An application conforming to a set of rules is described for improving the accuracy of results provided by image search engines through identifying images as true positive hits, true negatives, false positive hits, and false negatives. The set of rules comprise: (1) causing players to associate given images with given metadata; (2) associating a player with a skill level; (3) utilizing measures of accuracy and time; (4) causing players to select a few images from a relatively large pool of images; and (5) testing player tolerance. An application that conforms to these rules test the relevancy of images to given metadata tags. The application provides information that is the basis for adjusting the metadata associated with the tested images so as to improve the relevancy of image search results lists that include these images.
    • 描述了符合一组规则的应用程序,用于通过将图像识别为真实的正面命中,真正的否定,假的正面命中和假的否定来提高图像搜索引擎提供的结果的准确性。 该组规则包括:(1)使玩家将给定图像与给定的元数据相关联; (2)将玩家与技能水平相关联; (3)利用准确度和时间的措施; (4)使玩家从相对较大的图像池中选择几个图像; 和(5)测试玩家的容忍度。 符合这些规则的应用程序测试图像与给定元数据标签的相关性。 应用程序提供的信息是调整与测试图像相关联的元数据的基础,以提高包含这些图像的图像搜索结果列表的相关性。
    • 3. 发明申请
    • Predicting the Outcome of Events Based on Related Internet Activity
    • 基于相关互联网活动预测事件的结果
    • US20100205131A1
    • 2010-08-12
    • US12368180
    • 2009-02-09
    • Anurag KumarSupereeth Hosur Nagesh RaoN. S. Sekar
    • Anurag KumarSupereeth Hosur Nagesh RaoN. S. Sekar
    • G06N5/02G06F15/173
    • G06F15/173G06N5/02G06N99/005H04L67/00H04L67/22
    • Particular embodiments of the present invention are directed to systems and methods for predicting the outcome of events based on internet activity associated with such events. For example, an internet activity metric associated with one or more events may be determined. The internet activity metric may be based at least on the popularity of particular search terms related to the events. The outcomes of the events may also be determined. The determined internet activity metrics and the outcomes of the one or more events may be analyzed to generate an algorithm for predicting the outcomes of subsequent events. For example, an internet activity metric associated with a particular subsequent event (e.g., based at least on the popularity of a particular search term related to the subsequent event) may be determined, and the algorithm may be applied to the internet activity metric to predict the outcome of the particular subsequent event.
    • 本发明的特定实施例涉及用于基于与这种事件相关联的因特网活动来预测事件结果的系统和方法。 例如,可以确定与一个或多个事件相关联的因特网活动度量。 互联网活动度量可以至少基于与事件相关的特定搜索词的普及。 事件的结果也可以确定。 可以分析确定的因特网活动指标和一个或多个事件的结果,以生成用于预测后续事件的结果的算法。 例如,可以确定与特定后续事件相关联的因特网活动度量(例如,至少基于与后续事件相关的特定搜索词的受欢迎程度),并且该算法可以应用于互联网活动度量以预测 特定后续事件的结果。