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METHODS AND APPARATUS FOR AUTOMATED REVIEW OF PUBLIC SAFETY INCIDENT REPORTS

机译:用于自动回顾公共安全事故报告的方法和设备

摘要

A system for automated review of public safety incident reports include receiving structured incident data for an incident report from a submitting public safety officer including incident type information for the incident, receiving unstructured incident narrative text describing the incident, accessing an unstructured incident narrative feedback checking model applicable to incidents of the incident type, applying the model to the narrative text in light of supplemental information in the structured incident data or obtained from another source, identifying, by application of the model, matters in the narrative text likely to be flagged for correction by a human reviewer during a subsequent review, and providing feedback notifying the officer of the identified matters. The model may be retrained based on feedback or corrections provided by the officer in response to the notification of the identified matters or in response to requests for correction subsequently received from human reviewers.
机译:公共安全事故报告的自动审查系统包括从提交的公共安全官员提供的事件报告中收到有关事件的事件报告,包括描述事件的非结构化事件叙述文本,获取非结构化事件叙述反馈检查模型适用于事件类型的事件,根据结构化事件数据的补充信息将模型应用于叙述文本,或者从另一个来源获得,通过应用模型识别,叙述文本中可能被标记为纠正的叙述在随后的审查期间,通过人类评论者提供反馈通知所确定的事项的官员。可以基于由官员提供的反馈或校正来训练该模型,响应于所识别的事项的通知或响应于随后从人类审阅者接收的纠正请求。

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