An Adaptive Methodology for Constructing Domain-Specific Sentiment Lexicons Based on Chinese Social Media Data

An Adaptive Methodology for Constructing Domain-Specific Sentiment Lexicons Based on Chinese Social Media Data

Currently, many methods for automatically constructing domain-specific sentiment lexicons rely on knowledge bases and domain-specific corpora. However, these methods often face accuracy challenges due to data sparsity, and inferring the polarity of new domain-specific sentiment words from a limited...

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Bibliographic Details
Main Authors: Xue Xu, Haidong Liu, Lei Liu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Domain-specific sentiment lexicon
graph convolutional network (GCN)
BERT
Chinese social media
public opinion
Online Access:https://ieeexplore.ieee.org/document/11008636/
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https://ieeexplore.ieee.org/document/11008636/

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