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

Josimar Chire

Maybe, you can add some details. You only want to do classification task using emojis as inputs?

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