Olessia Koltsova

Other publications⁵⁰

• Article Koltsova O., Pashakhin S. Agenda Divergence in A Developing Conflict: A Quantitative Evidence from A Ukrainian and A Russian TV Newsfeeds // Media, War and Conflict. 2019 doi (in press)
• Article Koltsov S., Ignatenko V., Koltsova O. Estimating Topic Modeling Performance with Sharma–Mittal Entropy // Entropy. 2019. Vol. 21. No. 7. P. 1-29. doi
• Article Selivanova Galina, Koltsova Olessia. Explaining Offline Participation in a Social Movement with Online Data: The case of Observers for Fair Elections // Mobilization. 2019. Vol. 24. No. 1 (in press)
• Preprint 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 .
• Chapter Koltsova O. Methodological Challeges for Detecting Interethnic Hostility on Social Media, in: Internet Science 2018 Vol. 11193. Springer, 2018. doi (in press)
• Preprint Nora A. Kirkizh, Olessia Y. Koltsova. Online News and Protest Participation in a Political Context: Evidence from Self-Reported Cross-Sectional Data / National Research University Higher School of Economics. Series WP BRP "Basic research program". 2018. No. WP BRP 58/PS/2018. doi
• Preprint Koltsova O., Pashakhin S. Agenda Divergence in a Developing Conflict: A Quantitative Evidence from a Ukrainian and a Russian TV Newsfeeds / National Research University Higher School of Economics. Series WP BRP "Basic research program". 2017. No. 79/SOC/2017.
• Chapter Koltsova O., Nikolenko S. I., Alexeeva S. V., Nagornyy O. S., Koltsov S. Detecting interethnic relations with the data from social media, in: Digital Transformation & Global Society: Second International Conference, DTGS 2017, St. Petersburg, Russia, June 21-23, 2017, Revised Selected Papers. Springer, 2017. P. 16-30. doi
• Chapter Rykov Y., Nagornyy O. S., Koltsova O. Digital Inequality in Russia through the Use of a Social Network Site: A Cross-Regional Comparison, in: Digital Transformation & Global Society: Second International Conference, DTGS 2017, St. Petersburg, Russia, June 21-23, 2017, Revised Selected Papers. Springer, 2017. P. 70-83. doi
• Book Digital Transformation and Global Society. Second International Conference, DTGS 2017, St. Petersburg, Russia, June 21–23, 2017, Revised Selected Papers / Ed. by Alexandrov Daniel A., A. V. Boukhanovsky, A. V. Chugunov, Kabanov Yury, Koltsova Olessia. Cham : Springer, 2017. doi
• Article Koltsova O., Svetlana Alexeeva, Sergey Nikolenko, Koltsov M. Measuring Prejudice and Ethnic Tensions in User-Generated Content // Annual Review of CyberTherapy and Telemedicine. 2017 (in press)
• Preprint Nagornyy O. S., Koltsova O. Mining media topics perceived as social problems by online audiences: use of a data mining approach in sociology / NRU Higher School of Economics. Series SOC "Sociology". 2017. No. WP BRP 74/SOC/2017.
• Article Sergey Nikolenko, Sergei Koltcov, Olessia Koltsova. Topic modelling for qualitative studies // Journal of Information Science. 2017. Vol. 43. No. 1. P. 88-102. doi
• Article Svetlana S. Bodrunova, Koltsova O., Sergey Koltcov, Sergey Nikolenko. Who’s Bad? Attitudes Toward Resettlers From the Post-Soviet South Versus Other Nations in the Russian Blogosphere // International Journal of Communication. 2017. Vol. 11. P. 3242-3264.
• Article Braslavski P., Markov I., Pardalos P. M., Volkovich Y., Koltsov S., Koltsova O., Ignatov D. I. 9th Russian Summer School in Information Retrieval (RuSSIR 2015) // ACM SIGIR Forum. 2016. Vol. 49. No. 2. P. 72-79. doi
• Chapter Koltsova O. Yu, Alexeeva S. V., Kolcov S. N. An Opinion Word Lexicon and a Training Dataset for Russian Sentiment Analysis of Social Media, in: Компьютерная лингвистика и интеллектуальные технологии: По материалам ежегодной международной конференции «Диалог» (Москва,1–4 июля 2016 г.) / Под общ. ред.: В. Селегей. Вып. 15. М. : Изд-во РГГУ, 2016. P. 277-287.
• Article Koltsova O., Koltsov S., Nikolenko S. I. Communities of co-commenting in the Russian LiveJournal and their topical coherence // Internet Research. 2016. Vol. 26. No. 3. P. 710-732. doi
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  Book Information Retrieval. 9th Russian Summer School, RuSSIR 2015, Saint Petersburg, Russia, August 24-28, 2015, Revised Selected Papers / Ed. by P. Braslavski, P. Markov, Y. Volkovich, D. I. Ignatov, S. Koltsov, O. Koltsova, P. M. Pardalos. Vol. 573. Switzerland : Springer, 2016. doi
• Article Apishev M., Koltsov S., Koltsova O. Mining ethnic content online with additively regularized topic models // Computacion y Sistemas. 2016. Vol. 20. No. 3. P. 387-403. doi
• Chapter Rykov Y., Nagornyy O. S., Koltsova O., Natta H., Kremenets A., Manovich L., Cerrone D., Crockett D. Semantic and Geospatial Mapping of Instagram Images in Saint-Petersburg, in: Proceedings of the Artificial Intelligence and Natural Language AINL FRUCT 2016 Conference, Saint-Petersburg, Russia, 10-12 November 2016 / Сост.: S. I. Balandin, А. Фильченков, Л. М. Пивоварова, J. Zizka. FRUCT Oy, 2016. P. 110-113.
• Chapter Sergei Koltcov, Nikolenko S. I., Olessia Koltsova, Vladimir Filippov, Svetlana Bodrunova. Stable Topic Modeling with Local Density Regularization, in: Internet Science, Proc. of 3d conf INSCI 2016, Lecture Notes in Computer Science series Vol. 9934. Switzerland : Springer, 2016. doi P. 176-188. doi
• Chapter Koltsov S., Nikolenko S. I., Koltsova O., Bodrunova S. Stable topic modeling for web science: Granulated LDA, in: WebSci 2016 - Proceedings of the 2016 ACM Web Science Conference. Elsevier, 2016. P. 342-343. doi
• Preprint Koltsova O., Selivanova G. EXPLAINING OFFLINE PARTICIPATION IN A SOCIAL MOVEMENT WITH ONLINE DATA: THE CASE OF OBSERVERS FOR FAIR ELECTIONS / NRU Higher School of Economics. Series SOC "Sociology". 2015. No. 67.
• Article Koltsova O., Scherbak A. N. ‘LiveJournal Libra!’: The political blogosphere and voting preferences in Russia in 2011–2012 // New Media and Society. 2015. Vol. 17. No. 10. P. 1715-1732. doi
• Article Meylakhs P., Rykov Y., Koltsova O., Koltsov S. An AIDS-denialist Online Community in a Russian Social Networking Service: Patterns of Interactions with the Newcomers and Rhetorical Strategies of Persuasion // Journal of Medical Internet Research. 2014. Vol. 16. No. 11. P. e261.
• Chapter Koltsova, O., Koltcov, S., Alexeeva, S. Do ordinary bloggers really differ from blog celebrities?, in: Proceedings of WebSci '14 ACM Web Science Conference, Bloomington, IN, USA — June 23 - 26, 2014. NY : ACM, 2014. P. 166-170.
• Chapter Koltsov S., Koltsova O., Nikolenko S. I. Latent Dirichlet Allocation: Stability and Applications to Studies of User-Generated content, in: Proceedings of WebSci '14 ACM Web Science Conference, Bloomington, IN, USA — June 23 - 26, 2014. NY : ACM, 2014. P. 161-165.
• Chapter Nikolenko S. I., Koltsov S., Koltsova O. Measuring Topic Quality in Latent Dirichlet Allocation, in: Proceedings of the Philosophy, Mathematics, Linguistics: Aspects of Interaction 2014 Conference. St. Petersburg : The Euler International Mathematical Institute, 2014. P. 149-157.
• Preprint Koltsova O., Sergei Koltcov. When Location Does Not Matter: Membership And Networking In Online Communities Of Software Developers / NRU Higher School of Economics. Series SOC "Sociology". 2014. No. WP BRP 57/SOC/2014.
• Chapter Svetlana Alexeeva, Olessia Koltsova, Sergei Koltsov Общественное мнение онлайн: сравнение структуры и тематики постов «обычных» и «популярных» блогеров Живого Журнала // В кн.: Supplementary Proceedings of the 3rd International Conference on Analysis of Images, Social Networks and Texts (AIST 2014) / Ed. by D. I. Ignatov, M. Y. Khachay, A. Panchenko, N. Konstantinova, R. Yavorsky, D. Ustalov. Vol. 1197: Supplementary Proceedings of AIST 2014. Ekaterinburg : CEUR Workshop Proceedings, 2014. С. 177-181.
• Preprint Maslinsky K. A., Koltsov S., Koltsova O. Changes in the Topical Structure of Russian-Language Livejournal: The Impact of Elections 2011 / NRU Higher School of Economics. Series SOC "Sociology". 2013. No. 14.
• Preprint Koltsova O., Koltsov S., Nikolenko S. I. Comment-Based Discussion Communities In The Russian LiveJournal And Their Topical Coherence / NRU Higher School of Economics. Series SOC "Sociology". 2013. No. WP BRP 33/SOC/2013.
• Chapter Bodrunova S., Nikolenko S. I., Koltsova O., Koltsov S., Шиморина А. Interval Semi-Supervised LDA: Classifying Needles in a Haystack, in: Proceedings of the 12th Mexican International Conference on Artificial Intelligence (MICAI 2013) Part I: Advances in Artificial Intelligence and Its Applications. Berlin : Springer, 2013. P. 265-274.
• Chapter Bodrunova S., Koltsov S., Koltsova O., Nikolenko S. I., Shimorina A. Interval Semi-supervised LDA: Classifying Needles in a Haystack, in: Proceedings of the 12th Mexican International Conference on Artificial Intelligence (MICAI 2013) Part I: Advances in Artificial Intelligence and Its Applications. Berlin : Springer, 2013. P. 265-274.
• Article Koltsova O., Sergei Koltcov. Mapping the Public Agenda with Topic Modeling:The Case of the Russian LiveJournal // Policy & Internet. 2013. Vol. 5. No. 2. P. 207-227.
• Article Кольцова Е. Ю., Маслинский К. А. Выявление тематической структуры российской блогосферы: автоматические методы анализа текстов // Социология: методология, методы, математическое моделирование. 2013. № 36. С. 113-139.
• Article Кольцова О. Ю., Ясавеев И. Г. Конструирование проблемы полицейского насилия в Российской блогосфере: риторика, лейтмотивы и стили // Журнал социологии и социальной антропологии. 2013
• Chapter Кольцова Е. Ю. Чем дышит блогосфера? К Методологии анализа больших текстовых данных для социологических задач // В кн.: Онлайн исследования в России 3.0 / Отв. ред.: И. Ф. Девятко, А. В. Шашкин, С. Г. Давыдов; науч. ред.: И. Ф. Девятко. М. : OMI RUSSIA, 2012. С. 163-187.
• Chapter Koltsova O. The Role of Media for Democracy. Coverage of Social Problems in the St. Petersburg Press, in: Use and Views of Media in Sweden & Russia. A comparative Study in St. Petersburg &Stockholm / Ed. by C. von Feilitzaen, P. Petrov. Issue 44. Huddinge : Södertörns högskola, 2011. Ch. 6. P. 249-270.
• Chapter Koltsova O. Blogging in Russia is not Russian Blogging, in: International Blogging: Identity, Politics and networked publics Issue 50. NY : Peter Lang Publishing, 2009. P. 65-84.
• Chapter Кольцова Е. Ю. Освещение бездомности в региональной прессе // В кн.: Бездомность и язык вражды в средствах массовой информации. СПб. : Межрегиональная Сеть "За преодоление социальной исключенности", 2009. С. 23-46.
• Chapter Koltsova O. Media, State, and Responses to Globalization in Post-Communist Russia, in: Global Communications: Toward a Transcultural Political Economy / Ed. by P. Chakravartty, Y. Zhao. NY, Lanham, Boulder, Toronto, Plymouth : Rowman & Littlefield Publishers, 2008. P. 51-73.
• Book Koltsova O. News Media and Power in Russia. L., NY : Routledge, 2006.
• Chapter Кольцова Е. Ю. Массовые коммуникации: новейшие исследования и современные тенденции развития СМК // В кн.: Социальные коммуникации. Сборник программ и методических материалов к учебным курсам. СПб. : Интерсоцис, 2005. С. 164-178.
• Article Кольцова Е. Ю., Таратута Е. Е. Измерение толерантности // Журнал социологии и социальной антропологии. 2003. Т. 6. № 4. С. 98-112.
• Book Карпенко О., Шпаковская Л. Л., Кольцова Е. Ю., Торчинский Ф. И., Дубровский Д. В. Язык вражды в русскоязычном Интернете. Материалы по идентификации текстов ненависти. СПб. : Издательство Европейского университета в Санкт-Петербурге, 2003.
• Article Olessia Koltsova. News Production in Contemporary Russia: Practices of Power // European Journal of Communication. 2001. Vol. 16. No. 3. P. 315-335. doi
• Article Koltsova Elena. Change in the Coverage of the Chechen Wars: Reasons and Consequences // Javnost - The Public. 2000. Vol. 7. No. 3. P. 39-54.
• Article Кольцова О. Ю. Кто и как влияет на производство новостей в современной России // Pro et Contra. 2000. Т. 5. № 4. С. 82-108.
• Article Кольцова Е. Ю. Массовая коммуникация и коммуникативное действие // Социологический журнал. 1999. № 1-2. С. 77-87.