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    • 1. 发明申请
    • Using exceptional changes in webgraph snapshots over time for internet entity marking
    • 随着时间的推移,使用网页快照的异常更改进行互联网实体标记
    • US20070198603A1
    • 2007-08-23
    • US11350967
    • 2006-02-08
    • Konstantinos TsioutsiouliklisBruce SmithDmitri PavlovskiAlexander Arsky
    • Konstantinos TsioutsiouliklisBruce SmithDmitri PavlovskiAlexander Arsky
    • G06F17/30
    • G06F17/30864
    • Techniques are provided through which “suspicious” web pages may be identified automatically. A “suspicious” web page possesses characteristics that indicate some manipulation to artificially inflate the position of the web page within ranked search results. Web pages may be represented as nodes within a graph. Links between web pages may be represented as directed edges between the nodes. “Snapshots” of the current state of a network of interlinked web pages may be automatically generated at different times. In the time interval between snapshots, the state of the network may change. By comparing an earlier snapshot to a later snapshot, such changes can be identified. Extreme changes, which are deemed to vary significantly from the normal range of expected changes, can be detected automatically. Web pages relative to which these extreme changes have occurred may be marked as suspicious web pages which may merit further investigation or action.
    • 提供了可以自动识别“可疑”网页的技术。 “可疑”网页具有指示一些操纵以在排名搜索结果内人为地膨胀网页位置的特征。 网页可以表示为图中的节点。 网页之间的链接可以表示为节点之间的有向边。 互联网页网络当前状态的“快照”可能会在不同时间自动生成。 在快照之间的时间间隔内,网络的状态可能会改变。 通过将较早的快照与稍后的快照进行比较,可以识别这些更改。 可以自动检测到与预期变化的正常范围有显着差异的极端变化。 发生这些极端变化的网页可能被标记为可疑的网页,这可能值得进一步调查或采取行动。
    • 2. 发明授权
    • Using exceptional changes in webgraph snapshots over time for internet entity marking
    • 随着时间的推移,使用网页快照的异常更改进行互联网实体标记
    • US08429177B2
    • 2013-04-23
    • US11350967
    • 2006-02-08
    • Konstantinos TsioutsiouliklisBruce SmithDmitri PavlovskiAlexander Anatoly Arsky
    • Konstantinos TsioutsiouliklisBruce SmithDmitri PavlovskiAlexander Anatoly Arsky
    • G06F7/00
    • G06F17/30864
    • Techniques are provided through which “suspicious” web pages may be identified automatically. A “suspicious” web page possesses characteristics that indicate some manipulation to artificially inflate the position of the web page within ranked search results. Web pages may be represented as nodes within a graph. Links between web pages may be represented as directed edges between the nodes. “Snapshots” of the current state of a network of interlinked web pages may be automatically generated at different times. In the time interval between snapshots, the state of the network may change. By comparing an earlier snapshot to a later snapshot, such changes can be identified. Extreme changes, which are deemed to vary significantly from the normal range of expected changes, can be detected automatically. Web pages relative to which these extreme changes have occurred may be marked as suspicious web pages which may merit further investigation or action.
    • 提供了可以自动识别“可疑”网页的技术。 “可疑”网页具有指示一些操纵以在排名搜索结果内人为地膨胀网页位置的特征。 网页可以表示为图中的节点。 网页之间的链接可以表示为节点之间的有向边。 互联网页网络当前状态的“快照”可能会在不同时间自动生成。 在快照之间的时间间隔内,网络的状态可能会改变。 通过将较早的快照与稍后的快照进行比较,可以识别这些更改。 可以自动检测到与预期变化的正常范围有显着差异的极端变化。 发生这些极端变化的网页可能被标记为可疑的网页,这可能值得进一步调查或采取行动。