Multi-level aspect based sentiment classification of Twitter data: using hybrid approach in deep learning

被引:0
|
作者
Janjua, Sadaf Hussain [1 ]
Siddiqui, Ghazanfar Farooq [1 ]
Sindhu, Muddassar Azam [1 ]
Rashid, Umer [1 ]
机构
[1] Department of Computer Sciences, Quaid-i-Azam University, Islamabad, Pakistan
来源
PeerJ Computer Science | 2021年 / 7卷
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Decision trees - Feature Selection - Social networking (online) - Deep learning - Classification (of information) - Learning systems - Multilayer neural networks - Sentiment analysis
引用
收藏
页码:1 / 25
相关论文
共 50 条
  • [21] Aspect-Level Sentiment Analysis Based on Deep Learning
    Zhang, Mengqi
    Chai, Jiazhao
    Cao, Jianxiang
    Ji, Jialing
    Yi, Tong
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 78 (03): : 3743 - 3762
  • [22] Enhancing Ulcerative Colitis Diagnosis: A Multi-Level Classification Approach with Deep Learning
    Alyamani, Hasan J.
    CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 2024, 140 (01): : 1129 - 1142
  • [23] Sentiment Analysis in Twitter Based on Knowledge Graph and Deep Learning Classification
    Lovera, Fernando Andres
    Cardinale, Yudith Coromoto
    Homsi, Masun Nabhan
    ELECTRONICS, 2021, 10 (22)
  • [24] Document-level sentiment classification using hybrid machine learning approach
    Tripathy, Abinash
    Anand, Abhishek
    Rath, Santanu Kumar
    KNOWLEDGE AND INFORMATION SYSTEMS, 2017, 53 (03) : 805 - 831
  • [25] Document-level sentiment classification using hybrid machine learning approach
    Abinash Tripathy
    Abhishek Anand
    Santanu Kumar Rath
    Knowledge and Information Systems, 2017, 53 : 805 - 831
  • [26] Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges
    Zhou, Jie
    Huang, Jimmy Xiangji
    Chen, Qin
    Hu, Qinmin Vivian
    Wang, Tingting
    He, Liang
    IEEE ACCESS, 2019, 7 : 78454 - 78483
  • [27] A syntactic dependency method for aspect-level sentiment classification by deep learning
    Chen, Siyi
    Du, Xinhao
    Zhao, Ji
    Huang, Huixian
    Chen, Xiaolong
    MEASUREMENT & CONTROL, 2023, 56 (5-6): : 1057 - 1065
  • [28] Deep learning based microscopic cell images classification framework using multi-level ensemble
    Maurya, Ritesh
    Pathak, Vinay Kumar
    Dutta, Malay Kishore
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 211
  • [29] Hybrid Deep Learning Approach for Sentiment Classification of Malayalam Tweets
    Soumya, S.
    Pramod, K., V
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 13 (04) : 891 - 899
  • [30] Hybrid Deep Learning Approach for Sentiment Classification of Malayalam Tweets
    Soumya S.
    Pramod K.V.
    International Journal of Advanced Computer Science and Applications, 2022, 13 (04): : 891 - 899