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Application of Natural Language Processing in Procedure Design

机译:自然语言处理在手术设计中的应用

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Procedures play a vital role in high-risk systems in ensuring that the required level of system performance is achieved while maintaining the associated risks below an acceptable level. An effective procedure has a low level of task complexities i.e., elements contributing to a multiplicity of paths/outcomes, uncertainty in information, interdependency, a multiplicity of instructions/object of instructions and an excess amount of information. As a part of this study, we have developed a Natural Language Processing algorithm that can identify these elements in a procedure. The algorithm was tested for a dataset consisting of 20 procedures and the results were found to be promising.
机译:程序在高风险系统中发挥着重要作用,确保在维持低于可接受水平的相关风险的同时实现了所需的系统性能水平。有效的程序具有低级别的任务复杂性,即,对于多种路径/结果,信息,信息,相互依赖性,指令的多个指令/对象以及多余的信息的元素有助于多种路径/结果。作为本研究的一部分,我们开发了一种自然语言处理算法,可以在过程中识别这些元素。该算法测试了由20个程序组成的数据集,并发现结果是有前途的。

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