Nuclear power plant experience feedback information rapid retrieval method based on word vectors

The invention provides a word vector-based nuclear power plant experience feedback information rapid retrieval method. The method comprises the following steps of 1, generating a storage table structure; 2, constructing a reverse index; 3, constructing a synonym list; and 4, executing a retrieval al...

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Hauptverfasser: PENG YAN, ZHAO YUNJIE, WU RUITING, LIU BINBIN, LIU BEI, LUO SIYIN, ZHUANG SHAOQING, CAO ZHONGCAI, ZHANG XIAOYU, SUN ZHE
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creator PENG YAN
ZHAO YUNJIE
WU RUITING
LIU BINBIN
LIU BEI
LUO SIYIN
ZHUANG SHAOQING
CAO ZHONGCAI
ZHANG XIAOYU
SUN ZHE
description The invention provides a word vector-based nuclear power plant experience feedback information rapid retrieval method. The method comprises the following steps of 1, generating a storage table structure; 2, constructing a reverse index; 3, constructing a synonym list; and 4, executing a retrieval algorithm according to the input. According to the nuclear power plant experience feedback information rapid retrieval method based on the word vectors, the traditional means of querying similar experience feedback information through fuzzy query and full-text retrieval methods is replaced, and the retrieval accuracy of the nuclear power plant experience feedback information is improved. 本发明提供了一种基于词向量的核电厂经验反馈信息快速检索方法,包括以下步骤:步骤1:生成存储表结构;步骤2:构建倒排索引;步骤3:构建近义词表;步骤4:根据输入执行检索算法。本发明提供的基于词向量的核电厂经验反馈信息快速检索方法替代了传统通过模糊查询、全文检索方法查询相似经验反馈信息的手段,提高了核电厂经验反馈信息的检索准确率。
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subjects CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
title Nuclear power plant experience feedback information rapid retrieval method based on word vectors
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