Short text intelligent analysis and classification optimization method

Short text intelligent analysis and classification optimization method

The invention relates to the technical field of artificial intelligence for natural language processing, in particular to a short text intelligent analysis and classification optimization method, which comprises the following steps: S1, carrying out primary processing on short text information to ob...

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Hauptverfasser: WANG ZIHAN, REN BOYA, DUAN YUNQIANG, DUAN RONGCHANG, JING YAQI, TONG LINGLING, YANG XUEQING, WANG HAIYANG, WANG YUANYUAN, LYU DONG, DUAN DONGSHENG
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Sprache:chi ; eng
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CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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creator WANG ZIHAN
REN BOYA
DUAN YUNQIANG
DUAN RONGCHANG
JING YAQI
TONG LINGLING
YANG XUEQING
WANG HAIYANG
WANG YUANYUAN
LYU DONG
DUAN DONGSHENG
description The invention relates to the technical field of artificial intelligence for natural language processing, in particular to a short text intelligent analysis and classification optimization method, which comprises the following steps: S1, carrying out primary processing on short text information to obtain the short text information subjected to primary processing; s2, introducing a balanced load data fragmentation algorithm to carry out data fragmentation on the preliminarily processed short text information, storing the data fragmentation to a plurality of nodes k, and realizing data parallel processing by utilizing a distributed decentralized processing algorithm; s3, introducing a context depth understanding algorithm, and optimizing the accuracy of short text information classification; s4, each node k intelligently analyzes the divided short text fragment data by using an optimized natural language processing algorithm, and determines the category to which the short text fragment data belongs; and S5, summ
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title Short text intelligent analysis and classification optimization method
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