How to do Emoji based Classification using different classifiers in Machine Learning ?

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Md Sazal Miah

Please check the following work. It describes the process in details. I believe it will help you.

Regards

Ashay Singh

Check this link for semantic-based emoji detection.

https://medium.com/dair-ai/deep-learning-and-time-to-predict-emojis-4a6256c16475

This one is also a must-read by Texas A&M University. Do check this out for comparison of various algorithms for the same and also for understanding the flow of the process.

http://faculty.cse.tamu.edu/huangrh/Fall17/Combined_Slides_day1.pdf

Also, I would like to suggest you go through this new EMOJI based python ML Library EMOT. It can help you extract various types of emoji from the text. For details see: https://github.com/NeelShah18/emot

It might be useful for adding new variations to your project.

If you need any specific types please comment the same.

Argha Ghosh

Kabilesh Rm

https://dl.acm.org/doi/pdf/10.1145/3278293.3278306?download=true

http://www.diva-portal.org/smash/get/diva2:927073/FULLTEXT01.pdf

http://ijsrr.co.in/images/full_pdf/1555667000_IIMT143_.pdf

Chapter Classification-Based Emoji Recommendation for User Social Networks