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. 2021 May 21;107:107495. doi: 10.1016/j.asoc.2021.107495

Table 2.

Summary for Artificial Intelligence based papers.

Paper Year Important discussed topic Advantage/Limitations
[6] 2021 Identify damage assessment tweets during a disaster The model used linear regression, SVR and random forest technology
[7] 2020 Identify multi-modal informative disaster tweets Model based on BERT and DenseNet
[8] 2020 Dense classification with contextual representation ELMo embedded classifier is applied.
[9] 2020 Detecting Informative Tweets ensemble model of CNN, ANN, fine-tuned VGG-16 architecture
[10] 2020 Reduces dynamic routing computational complexity Capsule networks have several advantages over CNN
[11] 2019 Model Combination of capsules encoded features and capsule networks benefit of simplistic capsule networks compared to existing HMC methods.
[12] 2018 Sentiment analysis decision support systems DSocial model was used for automating the processing of social network information
[13] 2017 Voting Algorithm for sentiment classification Model Used SVM,Naive bayes, Bagging.
[14] 2009 Ensemble method for sentiment classification Rule-based classification, supervised learning and machine learning