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    • 13. 发明申请
    • CLICK FRAUD DETECTION
    • 点击欺诈检测
    • US20120084146A1
    • 2012-04-05
    • US13325600
    • 2011-12-14
    • Richard Kazimierz Zwicky
    • Richard Kazimierz Zwicky
    • G06Q30/02
    • G06Q30/0246G06Q30/02G06Q30/0225G06Q30/0248
    • Systems and methods for detecting instances of click fraud are disclosed. Click fraud occurs when, for example, a user, malware, bot, or the like, clicks on a pay per click advertisement (e.g., hyperlink), a paid search listing, or the like without a good faith interest in the underlying subject of the hyperlink. Such fraudulent clicks can be expensive for an advertising sponsor. Statistical information, such as ratios of unpaid clicks to pay per clicks, are extracted from an event database. The statistical information of global data is used as a reference data set to compare to similar statistical information for a local data set under analysis. In one embodiment, when the statistical data sets match relatively well, no click fraud is determined to have occurred, and when the statistical data sets do not match relatively well, click fraud is determined to have occurred.
    • 公开了用于检测点击欺诈实例的系统和方法。 例如,当用户,恶意软件,机器人等点击付费点击广告(例如,超链接),付费搜索列表等时,点击欺诈发生,而对基础主题没有诚意的兴趣 超链接。 这种欺诈性点击对于广告赞助者来说可能是昂贵的。 从事件数据库中提取统计信息,例如未支付点击与点击付费的比率。 全局数据的统计信息用作参考数据集,以便与分析下的本地数据集的类似统计信息进行比较。 在一个实施例中,当统计数据集相对较好地匹配时,确定没有发生点击欺诈,并且当统计数据集相对不匹配时,确定发生了点击欺诈。
    • 14. 发明申请
    • AUTO-REFINEMENT OF SEARCH RESULTS BASED ON MONITORED SEARCH ACTIVITIES OF USERS
    • 根据用户监控的搜索活动自动修改搜索结果
    • US20120036119A1
    • 2012-02-09
    • US13272507
    • 2011-10-13
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • G06F7/00G06F17/30
    • G06F17/30867G06Q30/02
    • A tracking system passively tracks and records searches conducted by actual search engine users. The recorded data for each search event preferably includes the search query submitted, the search engine used, the search result item (e.g., web page) selected, the position (e.g., page number) of this item, and the user's IP address. The collected data is aggregated and analyzed to generate data regarding the search queries used to locate and access particular destinations (e.g., web pages and sites). This data may be used for various purposes, such as (1) to generate reports showing, e.g., how users reach a particular destination from different search engines and geographic locations, (2) to select content to display on a destination page, such that the content is relevant to search queries commonly used to locate that page, and (3) to update the database of one search engine to reflect searches conducted on other search engines.
    • 跟踪系统被动地跟踪和记录由实际搜索引擎用户进行的搜索。 每个搜索事件的记录数据优选地包括所提交的搜索查询,使用的搜索引擎,所选择的搜索结果项目(例如,网页),该项目的位置(例如,页面号码)和用户的IP地址。 收集的数据被聚合和分析以产生关于用于定位和访问特定目的地(例如,网页和站点)的搜索查询的数据。 该数据可以用于各种目的,例如(1)生成报告,例如显示用户如何从不同的搜索引擎和地理位置到达特定目的地,(2)选择要在目的地页面上显示的内容,使得 该内容与通常用于定位该页面的搜索查询相关,以及(3)更新一个搜索引擎的数据库以反映在其他搜索引擎上进行的搜索。
    • 15. 发明授权
    • Collection and organization of actual search results data for particular destinations
    • 收集和组织特定目的地的实际搜索结果数据
    • US07844590B1
    • 2010-11-30
    • US11454298
    • 2006-06-16
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • G06F7/00G06F17/30
    • G06F17/30867G06Q30/02
    • A tracking system passively tracks and records searches conducted by actual search engine users. The recorded data for each search event preferably includes the search query submitted, the search engine used, the search result item (e.g., web page) selected, the position (e.g., page number) of this item, and the user's IP address. The collected data is aggregated and analyzed to generate data regarding the search queries used to locate and access particular destinations (e.g., web pages and sites). This data may be used for various purposes, such as (1) to generate reports showing, e.g., how users reach a particular destination from different search engines and geographic locations, (2) to select content to display on a destination page, such that the content is relevant to search queries commonly used to locate that page, and (3) to update the database of one search engine to reflect searches conducted on other search engines.
    • 跟踪系统被动地跟踪和记录由实际搜索引擎用户进行的搜索。 每个搜索事件的记录数据优选地包括所提交的搜索查询,使用的搜索引擎,所选择的搜索结果项目(例如,网页),该项目的位置(例如,页面号码)和用户的IP地址。 收集的数据被聚合和分析以产生关于用于定位和访问特定目的地(例如,网页和站点)的搜索查询的数据。 该数据可以用于各种目的,例如(1)生成报告,例如显示用户如何从不同的搜索引擎和地理位置到达特定目的地,(2)选择要在目的地页面上显示的内容,使得 该内容与通常用于定位该页面的搜索查询相关,以及(3)更新一个搜索引擎的数据库以反映在其他搜索引擎上进行的搜索。
    • 16. 发明授权
    • Selection of advertisements to present on a web page or other destination based on search activities of users who selected the destination
    • 基于选择目的地的用户的搜索活动来选择在网页或其他目的地上呈现的广告
    • US07685191B1
    • 2010-03-23
    • US11454299
    • 2006-06-16
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • Richard Kazimierz ZwickyTodd William HoogeMatthew Dunn
    • G06F7/00
    • G06F17/30867G06Q30/02
    • A tracking system passively tracks and records searches conducted by actual search engine users. The recorded data for each search event preferably includes the search query submitted, the search engine used, the search result item (e.g., web page) selected, the position (e.g., page number) of this item, and the user's IP address. The collected data is aggregated and analyzed to generate data regarding the search queries used to locate and access particular destinations (e.g., web pages and sites). This data may be used for various purposes, such as (1) to, generate reports showing, e.g., how users reach a particular destination from different search engines and geographic locations, (2) to select content to display on a destination page, such that the content is relevant to search queries commonly used to locate that page, and (3) to update the database of one search engine to reflect searches conducted on other search engines.
    • 跟踪系统被动地跟踪和记录由实际搜索引擎用户进行的搜索。 每个搜索事件的记录数据优选地包括所提交的搜索查询,使用的搜索引擎,所选择的搜索结果项目(例如,网页),该项目的位置(例如,页面号码)和用户的IP地址。 收集的数据被聚合和分析以产生关于用于定位和访问特定目的地(例如,网页和站点)的搜索查询的数据。 该数据可以用于各种目的,例如(1)生成报告,例如显示用户如何从不同的搜索引擎和地理位置到达特定目的地,(2)选择要在目的地页面上显示的内容,例如 该内容与通常用于定位该页面的搜索查询相关,以及(3)更新一个搜索引擎的数据库以反映在其他搜索引擎上进行的搜索。