Work ticket safety measure recognition method and terminal based on multi-input LSTM-CNN

The invention provides a multi-input LSTM-CNN-based work ticket safety measure recognition method and terminal. The method comprises the steps: obtaining a work ticket training data set, each work ticket in the work ticket training data set comprising work content and safety measures; performing wor...

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Hauptverfasser: YANG ANQI, CHEN YUHANG, LI CHANGYUAN, LIN HAIYUAN, CHEN LIFAN, LIN JIANSEN, CHEN YOUJIAN, LIN DI, KE SHAOJIA, ZHAI BOLONG, CHEN GAORU, ZHANG RUNHAO, ZHANG FENG, SHI JIYIN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a multi-input LSTM-CNN-based work ticket safety measure recognition method and terminal. The method comprises the steps: obtaining a work ticket training data set, each work ticket in the work ticket training data set comprising work content and safety measures; performing word segmentation on the work content and the safety measures according to a preset rule to obtain a work content word vector set and a safety measure word vector set; training a preset LSTM-CNN network according to the work content word vector set and the safety measure word vector set to obtain a target LSTM-CNN network; automatically verifying the work ticket data set to be verified according to the target LSTM-CNN network; according to the method, the target LSTM-CNN network is obtained, when the to-be-verified work ticket data set needs to be verified subsequently, automatic verification and screening of the to-be-verified work ticket data set can be realized directly through the target LSTM-CNN network, work tic