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The job contents presumption device and the job contents presumption

机译:作业内容推定装置及作业内容推定

摘要

PROBLEM TO BE SOLVED: To estimate a work done by an operator from electronic data obtained from the sensors existing in work environment and varieties of electronic equipment upon estimating the work content from electronic data, and, based on the result, to automatically detect errors and omissions in the work procedure.;SOLUTION: The device includes: an event extraction section 3 extracting event data with the lapse of time where electronic equipment 1 such as a predetermined sensor meets predetermined output conditions; a learning section 6 calculating a transition probability function that bases on a semi-Markov model from a plurality of time-series information samples of the work constituted of the time-series data of a plurality of events; and a work estimation section 8 determining, from a work graph shown by states and transitions for normal work procedures being a series of work procedures and the time-series information of the event data, the posterior probabilities with respect to the states.;COPYRIGHT: (C)2011,JPO&INPIT
机译:要解决的问题:在从电子数据中估计工作内容时,根据从工作环境和各种电子设备中存在的传感器获得的电子数据估计操作员所做的工作,并根据结果自动检测错误和解决方案:该设备包括:事件提取部分3,其随着时间流逝提取事件数据,其中预定传感器等电子设备1满足预定输出条件。学习部分6从由多个事件的时间序列数据构成的作品的多个时间序列信息样本中基于半马尔可夫模型计算转移概率函数;工作估计部分8从由一系列工作过程的正常工作过程的状态和转换以及事件数据的时间序列信息所显示的工作图中,确定该状态的后验概率。 (C)2011,日本特许厅&INPIT

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