Art

J-GLOBAL ID：202402243578788187   Reference number：24A0227646

Aspect-Based Sentiment Analysis for Afaan Oromoo Movie Reviews Using Machine Learning Techniques

機械学習技法を用いたアファアン・オロモオ映画レビューのためのアスペクトベース感情分析【JST・京大機械翻訳】

Author (2)： Horsa Obsa Gelchu (Information Science Department, College of Informatics, Bule Hora University, Oromia, Ethiopia) ,  Tune Kula Kekeba (Software Engineering Department, Director of Center of Excellence for HPC and Big Data Analytics, AASTU University, Addis Ababa, Ethiopia)
Material： Applied Computational Intelligence and Soft Computing (Web)
Volume： 2023  Page： Null  Publication year： 2023 
JST Material Number： U7679A  ISSN： 1687-9724  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Aspect-based sentiment analysi...

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Thesaurus term： feeling(psychology) ,  language ,  *review ,  *cinema ,  English ,  automatic language processing ,  document ,  *machine learning ,  learning algorithm
Semi thesaurus term： ロジスティック回帰分析 ,  最適値 ,  ランダムフォレスト ,  ユーチューブ ,  データ前処理 ,  ハイパーパラメータ , 【Automatic Indexing@JST】

JST classification (2)： Natural language processing  (JE06000L) ,  Artificial intelligence  (JE08000Z)

Reference (32)：

• M. Oljira, "Sentiment analysis for Afaan Oromoo using combined convolutional neural network and bidirectional long short-term memory," International Journal of Advanced Research in Engineering and Technology, vol. 11, no. 11, pp. 101-112, 2020.
• M. Ganapathibhotla, B. Liu, "Mining opinions in comparative sentences," Proceedings of the 22nd International Conference on Computational Linguistics- COLING’08, pp. 241-248, Manchester, UK, August 2008.
• B. Liu, "Sentiment analysis and opinion mining," Synthesis Lectures on Human Language Technologies, vol. 5, no. 1, pp. 1-167, 2012.
• I. Lazrig, S. L. Humpherys, "Using machine learning sentiment analysis to evaluate learning impact," Information Systems Electronic Journal, vol. 20, no. 1, pp. 20, 2022.
• C. Sun, L. Huang, X. Qiu, "Utilizing bert for aspect-based sentiment analysis via constructing auxiliary sentence," 2019, https://arxiv.org/abs/1903.09588.

Terms in the title (5)： 機械学習 ,  技法 ,  映画 ,  レビュー ,  感情分析