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Измерение социальных и текстовых свойств аккаунтов пользователей социальных сетей

Приоритетные направления развития: социология
2018

Публикации по проекту:


Ignatenko V., Sergei Koltcov, Staab S., Boukhers Z. Fractal approach for determining the optimal number of topics in the field of topic modeling // Journal of Physics: Conference Series. 2019. Vol. 1163. No. 1. P. 1-6. doi
Rykov Y., Sinyavskaya Y., Koltsova O. Accumulating social capital in an online urban network: The effects of user behaviors / NRU Higher School of Economics. Series SOC "Sociology". 2018. No. 83/SOC/2018 .
Koltsov S. Application of Rényi and Tsallis entropies to topic modeling optimization // Physica A: Statistical Mechanics and its Applications. 2018. Vol. 512. P. 1192-1204. doi
Koltsov S., Boukhers Z., Ignatenko V., Staab S. Hyper-parameters Tuning in Topic Modeling based on Renyi Entropy and Deformed Perplexity, in: Companion Proceedings of the Web Conference 2019. ACM Press, 2019.
Mavrin A., Filchenkov A., Koltsov S. Four Keys to Topic Interpretability in Topic Modeling, in: Artificial Intelligence and Natural Language, 7th International Conference, AINL 2018, St. Petersburg, Russia, October 17–19, 2018, Proceedings Issue 930. Switzerland : Springer, 2018. doi P. 117-129. doi
Nagornyy O. S. Topics of Ethnic Discussions in Russian Social Media, in: Digital Transformation and Global Society Third International Conference, DTGS 2018, St. Petersburg, Russia, May 30 –June 2, 2018, Revised Selected Papers, Part I / Ed. by Daniel A. Alexandrov, A. V. Boukhanovsky, A. V. Chugunov, Y. Kabanov, O. Koltsova. Issue 858. Cham : Springer, 2018. doi Ch. . P. 83-94. doi