[Air-L] NLP for sentiment analysis of social media comment

[Sergei Pashakhin]

Dear Nina,

These papers were very helpful in my work with sentiment analysis

Medhat, W., Hassan, A., & Korashy, H. (2014). Sentiment analysis algorithms and applications: A survey. Ain Shams Engineering Journal, 5(4), 1093–1113. https://doi.org/10.1016/j.asej.2014.04.011 <https://doi.org/10.1016/j.asej.2014.04.011>
Balahur, A. (2013). Sentiment analysis in social media texts. In Proceedings of the 4th workshop on computational approaches to subjectivity, sentiment and social media analysis (pp. 120–128).
Pang, B., & Lee, L. (2008). Opinion Mining and Sentiment Analysis. Foundations and Trends® in Information Retrieval, 2(1–2), 1–135. https://doi.org/10.1561/1500000001 <https://doi.org/10.1561/1500000001>
Taboada, M. (2016). Sentiment Analysis: An Overview from Linguistics. Annual Review of Linguistics, 2(1), 325–347. https://doi.org/10.1146/annurev-linguistics-011415-040518 <https://doi.org/10.1146/annurev-linguistics-011415-040518>
Taboada, M., Brooke, J., Tofiloski, M., Voll, K., & Stede, M. (2011). Lexicon-Based Methods for Sentiment Analysis. Computational Linguistics, 37(2), 267–307.


Sergei Pashakhin
Laboratory for Internet Studies,
National Research University Higher School of Economics

> On 14 Jul 2018, at 17:51, Nina Lasek <Nina.Lasek1 at hotmail.com> wrote:
> 
> Dear all,
> 
> most sentiment analyses of social media comments I know use dictionary-based approaches (e.g. sentigstrength). However, I am wondering if researchers also use Natural Language Processing approaches to examine the sentiment of social media comments; I am still an absolute beginner in this field, hence I would be very glad if somebody could point me to useful papers/tutorials/software for doing NLP based sentiment analyses?
> 
> Many thanks,
> Nina
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