How to evaluate sentiment classifiers for Twitter time-ordered data?

Author:

Mozetič IgorORCID,Torgo Luis,Cerqueira Vitor,Smailović Jasmina

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference37 articles.

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3. Mohammad SM, Kiritchenko S, Zhu X. NRC-Canada: Building the state-of-the-art in sentiment analysis of tweets. arXiv preprint arXiv:13086242; 2013.

4. Bermingham A, Smeaton AF. Classifying sentiment in microblogs: is brevity an advantage? In: Proc. 19th ACM Intl. Conference on Information and Knowledge Management. ACM; 2010. p. 1833–1836.

5. Saif H, Fernández M, He Y, Alani H. Evaluation datasets for Twitter sentiment analysis: A survey and a new dataset, the STS-Gold. In: Proc. 1st Intl. Workshop on Emotion and Sentiment in Social and Expressive Media: Approaches and Perspectives from AI (ESSEM); 2013.

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