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IDENTIFYING DIGITAL PRIVATE INFORMATION AND PREVENTING PRIVACY VIOLATIONS

机译:识别数字私人信息并防止侵犯隐私

摘要

Identifying private information and preventing privacy violations is provided by a process that evaluates digital information obtained by an organization as part of a digital information stream from a user. The evaluating identifies a user utterance, including keyword(s), entity/ies, and intent(s), and applies natural language understanding to the digital information to ascertain a contextual understanding for the user utterance. The process selects training set(s) of historical information from available training sets that includes vocabulary used in varying contexts. The process compares the identified user utterance to an ontology based on the selected training set(s), and determines a confidence level that the digital information includes digital private information. The process also flags for the organization an action to take with respect to handling of the digital information. The flagging is based on the determined confidence level that the digital information includes digital private information.
机译:通过评估组织获取的数字信息作为来自用户的数字信息流的一部分的过程,提供了识别私人信息和防止侵犯隐私的功能。评估识别用户的话语,包括一个或多个关键字,一个或多个实体和一个或多个意图,并且将自然语言理解应用于数字信息,以确定对用户话语的上下文理解。该过程从可用的训练集中选择历史信息的训练集中,该训练集中包括在不同上下文中使用的词汇。该过程基于所选择的训练集将所识别的用户话语与本体进行比较,并确定数字信息包括数字私人信息的置信度。该过程还为组织标记有关处理数字信息的动作。标记基于所确定的数字信息包括数字私人信息的置信度。

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