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Updated: Sep 10, 2025

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エコー状態ネットワークと拡張された水循環アルゴリズムによるセンチメント分析

Lili Zhang1, Abbas Habibi2,3

  • 1School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, 710121, Shaanxi, China.

Scientific reports
|August 27, 2025
PubMed
まとめ

この研究では,高精度なセンチメント分析のための拡張水循環アルゴリズム (AWCA) を搭載した最適化されたエコーステートネットワーク (ESN) が導入されています. このモデルは,IMDbの映画レビューで96%以上の精度を達成し,テキストの感情を分類する上で優れたパフォーマンスを示しました.

キーワード:
拡張水循環アルゴリズム (AWCA)エコーステートネットワーク (ESN)グローブ感情分析Word2Vec について

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