Concepedia

Augmented language model with deep learning adaptation on sentiment analysis for E-learning recommendation

Rawaa Alatrash, Rojalina Priyadarshini, Hadi Ezaldeen, Akram Alhinnawi

Cognitive Systems Research · 2022 · 36 citations · 45 references

Concepts

ComputingComputer ScienceE-learningMachine LearningRecommender SystemsAdaptive LearningCollaborative FilteringLanguage AdaptationLanguage ModelingOnline RecommendationSentiment AnalysisAdaptive Language LearningAdaptive RecommendationDeep Feature LearningDeep Learning For RecommendationIntelligent Computer-assisted Language LearningLanguage Model PretrainingTextual Sentiment Analysis

References

45

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis

Mohammad Ehsan Basiri, Shahla Nemati, Moloud Abdar et al. · Future Generation Computer Systems · 2020 · 730 citations · Full text

Computing, Computer Science, Natural Language Processing +11

Sentiment analysis in Facebook and its application to e-learning

Álvaro Ortigosa, Jose Martin, Rosa M. Carro · Computers in Human Behavior · 2013 · 588 citations

Education, Computer Science, Educational Technology +12

SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis

Erik Cambria, Yang Li, Frank Xing et al. · 2020 · 436 citations

Computing, Communication, Computer Science +15