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SYSTEMS AND METHODS FOR CONDUCTING AND TERMINATING A TECHNOLOGY-ASSISTED REVIEW

机译:进行和终止技术评审的系统和方法

摘要

Systems and methods are provided for classifying electronic information and terminating a classification process which utilizes Technology-Assisted Review (“TAR”) techniques. In certain embodiments, the TAR process, which is an iterative process, is terminated based upon one more stopping criteria. In certain embodiments, use of the stopping criteria ensures that the TAR process will reliably achieve a level of quality (e.g., recall) with a certain probability. In certain embodiments, the TAR process is terminated when it independently identifies a target set of documents. In certain embodiments, the TAR process is terminated based upon whether the ratio of the slope of the TAR process's gain curve before an inflection point to the slope of the TAR process' gain curve after the inflection point exceeds a threshold. In certain embodiments, the TAR process is terminated when a review budget and slope ratio of the gain curve each exceed a respective threshold.
机译:提供了用于利用电子技术审查(“ TAR”)技术对电子信息进行分类并终止分类过程的系统和方法。在某些实施例中,基于一个或多个停止准则终止作为迭代过程的TAR过程。在某些实施例中,使用停止标准确保了TAR过程将以一定概率可靠地达到质量水平(例如,召回)。在某些实施例中,当TAR过程独立地识别目标文档集时终止。在某些实施例中,基于拐点之前的TAR过程的增益曲线的斜率与拐点之后的TAR过程的增益曲线的斜率之比是否超过阈值来终止TAR过程。在某些实施例中,当回顾预算和增益曲线的斜率均超过各自的阈值时,终止TAR过程。

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