References

Bao, Y., C. Quan, L. Wang and F. Ren, 2014. The role of pre-processing in Twitter sentiment analysis. Proceedings of the International Conference on Intelligent Computing (ICIC’14), August 3-6, 2014, Springer, Taiyuan, China, ISBN:978-3-319-09338-3, pp: 615-624.

Haddi, E., X. Liu and Y. Shi, 2013. The role of text pre-processing in sentiment analysis. Procedia Comput. Sci., 17: 26-32.
Direct Link  |  

Jianqiang, Z. and G. Xiaolin, 2017. Comparison research on text pre-processing methods on twitter sentiment analysis. IEEE Access, 5: 2870-2879.
CrossRef  |  Direct Link  |  

Kolajo, T., O. Daramola and A. Adebiyi, 2019. Sentiment analysis on naija-tweets. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, July 28-August 2, 2019, Student Research Workshop, pp: 338-343.

Krouska, A., C. Troussas and M. Virvou, 2016. The effect of preprocessing techniques on Twitter sentiment analysis. 7th International Conference on Information, Intelligence, Systems & Applications (IISA), July 13-15, 2016, IEEE, pp: 1-5.

Manjula, A. and R.M. Rama, 2019. Sentiment analysis on social media. Int. J. Comput. Eng. Res. Trends, Vol. 6. 10.22362/ijcert

Sabbir, A., A. Jimeno-Yepes and R. Kavuluru, 2018. Knowledge-based biomedical word sense disambiguation with neural concept embeddings. IEEE 17th International Conference on Bioinformatics and Bioengineering (BIBE), October 23-25, 2017, IEEE, pp: 163-170.

Singh, T. and M. Kumari, 2016. Role of text preprocessing in twitter sentiment analysis. Procedia Comput. Sci., 89: 549-554.
CrossRef  |  Direct Link  |  

Thakkar, H. and D. Patel, 2015. Approaches for sentiment analysis on Twitter: A state-of-art study. Department of Computer Engineering, Montreal, Quebec, Canada.

Uysal, A.K. and S. Gunal, 2014. The impact of preprocessing on text classification. Inf. Process. Manage., 50: 104-112.
CrossRef  |  Direct Link  |  

Zhan, J. and B. Dahal, 2017. Using deep learning for short text understanding. J. Big Data, Vol. 4. 10.1186/s40537-017-0095-2