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    • 3. 发明申请
    • ENTITY FINGERPRINTS
    • 实体指纹
    • US20120215791A1
    • 2012-08-23
    • US13213324
    • 2011-08-19
    • Hassan H. MalikMans Olof-OrsIan MacGillivray
    • Hassan H. MalikMans Olof-OrsIan MacGillivray
    • G06F17/30
    • G06F17/3053G06F17/30292G06F17/30867G06F17/30958
    • Systems and techniques for exploring relationships among entities are disclosed. The systems and techniques provide an entity-based information analysis and content aggregation platform that uses heterogeneous data sources to construct and maintain an ecosystem around tangible and logical entities. Entities are represented as vertices in a directed graph, and edges are generated using entity co-occurrences in unstructured documents and supervised information from structured data sources. Significance scores for the edges are computed using a method that combines supervised, unsupervised and temporal factors into a single score. Important entity attributes from the structured content and the entity neighborhood in the graph are automatically summarized as the entity fingerprint. Entities may be compared to one another based on similarity of their entity fingerprints. An interactive user interface is also disclosed that provides exploratory access to the graph and supports decision support processes.
    • 披露了实体间关系探索的系统和技术。 系统和技术提供了基于实体的信息分析和内容聚合平台,其使用异构数据源来构建和维护有形和逻辑实体周围的生态系统。 实体在有向图中被表示为顶点,并且使用非结构化文档中的实体共现和来自结构化数据源的监督信息生成边。 使用将监督,无监督和时间因素结合为单个分数的方法来计算边缘的显着性得分。 图中的结构化内容和实体邻域的重要实体属性将自动汇总为实体指纹。 实体可以根据其实体指纹的相似性相互比较。 还公开了交互式用户界面,其提供对图的探索性访问并且支持决策支持过程。
    • 4. 发明授权
    • Entity fingerprints
    • 实体指纹
    • US09292545B2
    • 2016-03-22
    • US13213324
    • 2011-08-19
    • Hassan H. MalikMans Olof-OrsIan MacGillivray
    • Hassan H. MalikMans Olof-OrsIan MacGillivray
    • G06F17/30
    • G06F17/3053G06F17/30292G06F17/30867G06F17/30958
    • Systems and techniques for exploring relationships among entities are disclosed. The systems and techniques provide an entity-based information analysis and content aggregation platform that uses heterogeneous data sources to construct and maintain an ecosystem around tangible and logical entities. Entities are represented as vertices in a directed graph, and edges are generated using entity co-occurrences in unstructured documents and supervised information from structured data sources. Significance scores for the edges are computed using a method that combines supervised, unsupervised and temporal factors into a single score. Important entity attributes from the structured content and the entity neighborhood in the graph are automatically summarized as the entity fingerprint. Entities may be compared to one another based on similarity of their entity fingerprints. An interactive user interface is also disclosed that provides exploratory access to the graph and supports decision support processes.
    • 披露了实体间关系探索的系统和技术。 系统和技术提供了基于实体的信息分析和内容聚合平台,其使用异构数据源来构建和维护有形和逻辑实体周围的生态系统。 实体在有向图中被表示为顶点,并且使用非结构化文档中的实体共现和来自结构化数据源的监督信息生成边。 使用将监督,无监督和时间因素结合为单个分数的方法来计算边缘的显着性得分。 图中的结构化内容和实体邻域的重要实体属性将自动汇总为实体指纹。 实体可以根据其实体指纹的相似性相互比较。 还公开了交互式用户界面,其提供对图的探索性访问并且支持决策支持过程。