JOURNAL ARTICLE

Twitter sentiment analysis using deep learning methods

Abstract

The social media has Immense and popularity among all the services today. Data from SNS (Social Network Service) can be used for a lot of objectives such as prediction or sentiment analysis. Twitter is a SNS that has a huge data with user posting, with this significant amount of data, it has the potential of research related to text mining and could be subjected to sentiment analysis. But handling such a huge amount of unstructured data is a difficult task, machine learning is needed for handling such huge of data. Deep learning is of the machine learning method that use the deep feed forward neural network with many hidden layers in the term of neural network with the result of the experiment about 75%.

Keywords:
Computer science Popularity Sentiment analysis Deep learning Artificial intelligence Task (project management) Artificial neural network Social media Machine learning Service (business) Social network service Data science World Wide Web Engineering

Metrics

144
Cited By
8.02
FWCI (Field Weighted Citation Impact)
9
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Sentiment Analysis and Opinion Mining
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Text Analysis Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Multimedia Learning Systems
Physical Sciences →  Computer Science →  Information Systems

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