Neural network doc2vec in automated sentiment analysis for short informal texts

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Abstract

The article covers approaches to automated sentiment analysis task. Under the supervised learning method a new program was created with the help of Doc2vec – a module of Gensim that is one of Python’s libraries. The program specialization is short informal texts of ecology domain which are parts of macropolylogues in social network discourse.

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Maslova, N., & Potapov, V. (2017). Neural network doc2vec in automated sentiment analysis for short informal texts. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 10458 LNAI, pp. 546–554). Springer Verlag. https://doi.org/10.1007/978-3-319-66429-3_54

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