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http://earchive.tpu.ru/handle/11683/20072
Title: | Evaluation of social network user sentiments based on fuzzy sets |
Authors: | Luneva, Elena Evgenievna Banokin, Pavel Ivanovich Efremov, Aleksandr Aleksandrovich |
Keywords: | социальные сети; пользователи; нечеткие множества; машиностроение; робототехника; интерфейсы |
Issue Date: | 2015 |
Publisher: | IOP Publishing |
Citation: | Luneva E. E. Evaluation of social network user sentiments based on fuzzy sets / E. E. Luneva, P. I. Banokin, A. A. Efremov // IOP Conference Series: Materials Science and Engineering. — 2015. — Vol. 93: Modern Technique and Technologies (MTT'2015) : 21th International Conference for Students and Young Scientists, 5-9 October 2015, Tomsk : [proceedings]. — [012054, 6 p.]. |
Abstract: | The article introduces social network user sentiment evaluation with proposed technique based on fuzzy sets. The advantage of proposed technique consists in ability to take into account user's influence as well as the fact that a user could be an author of several messages. Results presented in this paper can be used in mechanical engineering to analyze reviews on products as well as in robotics for developing user communication interface. The paper contains experimental data and shows the steps of sentiment value calculation of resulting messages on a certain topic. Application of proposed technique is demonstrated on experimental data from Twitter social network. |
URI: | http://earchive.tpu.ru/handle/11683/20072 |
Appears in Collections: | Материалы конференций |
Files in This Item:
File | Description | Size | Format | |
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dx.doi.org-10.1088-1757-899X-93-1-012054.pdf | 1,04 MB | Adobe PDF | View/Open |
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