Olessia Koltsova

Other publications⁶⁸

• Book Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2021, Moscow, Russia, December 16 – 18, 2021, Revised Selected Papers / Ed. by D. I. Ignatov, A. Panchenko, I. Nikishina, I. Itkin, N. Sirbiladze, J. Zabolotnaya, A. Napoli, E. Tsymbalov, S. Kuznetsov, E. Burnaev, A. Savchenko, N. Loukachevitch, A. Kutuzov, E. Tutubalina, S. Ivanov, O. Koltsova, J. Saramäki, M. Khachay, P. Pardalos. Vol. 12345w: LNCS. Springer Publishing Company, 2022. (in press)
• Book Digital Transformation and Global Society. 6th International Conference, DTGS 2021, St. Petersburg, Russia, June 23–25, 2021, Revised Selected Papers / Ed. by D. A. Alexandrov, A. V. Boukhanovsky, A. V. Chugunov, Y. Kabanov, O. Koltsova, I. Musabirov, S. Pashakhin. Cham: Springer, 2022. doi
• Article Panicheva P., Mararitsa L, Sorokin Semen, Koltsova O., Rosso P. Predicting subjective well-being in a high-risk sample of Russian mental health app users // EPJ Data Science. 2022. No. 11. Article 21. doi
• Book 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers / Ed. by W. M. van der Aalst, V. Batagelj, D. I. Ignatov, M. Khachay, O. Koltsova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. Loukachevitch, A. Napoli, A. Panchenko, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 12602. Cham: Springer, 2021. doi
• Article Pronoza E., Panicheva P., Koltsova O., Rosso Paolo. Detecting ethnicity-targeted hate speech in Russian social media texts // Information Processing and Management. 2021. Vol. 58. No. 6. Article 102674. doi
• Article Kirkizh N., Koltsova O. Online News and Protest Participation in a Political Context: Evidence from Self-Reported Cross-Sectional Data // Social Media and Society. 2021. Vol. 7. No. 1. P. 1-10. doi
• Book Recent Trends in Analysis of Images, Social Networks and Texts. 9th International Conference, AIST 2020. Revised Supplementary Proceedings / Ed. by W. M. van der Aalst, V. Batagelj, A. V. Buzmakov, D. I. Ignatov, A. A. Kalenkova, M. Khachay, O. Koltsova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. Loukachevitch, I. Makarov, A. Napoli, A. Panchenko, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 1357. Springer, 2021. doi
• Chapter Koltsova O., Porshnev A., Sinyavskaya Y. Social Media-based Research of Interpersonal and Group Communication in Russia, in: The Palgrave Handbook of Digital Russia Studies / Ed. by D. Gritsenko, M. Wijermars, M. Kopotev. Palgrave Macmillan, 2021. doi P. 335-352. doi
• Article Koltsova Olessia Y., Mararitsa Larisa V., Terpilovskii Maxim A., Sinyavskaya Yadviga E. Social signature in an online environment: stability and cognitive limits // Computers in Human Behavior. 2021. No. 122. Article 106856. doi
• 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. 2020. Vol. 13. No. 3. P. 237-257. doi
• Chapter Koltsova O., Sinyavskaya Y., Terpilowski M. Designing an Experiment on Recognition of Political Fake News by Social Media Users: Factors of Dropout, in: Social Computing and Social Media. Design, Ethics, User Behavior, and Social Network Analysis Part 1: 12th International Conference, SCSM 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings, Part I. Springer, 2020. doi P. 261-277. doi
• Article Rykov Y., Koltsova O., Sinyavskaya Y. Effects of user behaviors on accumulation of social capital in an online social network // Plos One. 2020. Vol. 15. No. 4. Article e0231837.. doi
• Chapter Koltsova O., Alexeeva S., Pashakhin S., Koltsov S. PolSentiLex: Sentiment Detection in Socio-political Discussions on Russian Social Media, in: Artificial Intelligence and Natural Language. AINL 2020. Communications in Computer and Information Science Book 1292: Communications in Computer and Information Science. Cham: Springer, 2020. P. 1-16. doi
• Book Digital Transformation and Global Society: 4th International Conference, DTGS 2019, St. Petersburg, Russia, June 19–21, 2019, Revised Selected Papers / Ed. by D. A. Alexandrov, A. V. Boukhanovsky, A. V. Chugunov, Y. Kabanov, O. Koltsova, I. Musabirov. Cham : Springer, 2019. doi
• 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 Koltsova Olessia, Selivanova Galina. Explaining Offline Participation in a Social Movement with Online Data: The case of Observers for Fair Elections // Mobilization. 2019. Vol. 24. No. 1. P. 77-94. doi
• 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 .
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  Book 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
• Book Digital Transformation and Global Society. Third International Conference, DTGS 2018, St. Petersburg, Russia, 2018, Revised Selected Papers. Part II. Communications in Computer and Information Science 859 / Ed. by D. A. Alexandrov, A. V. Boukhanovsky, A. V. Chugunov, Y. Kabanov, O. Koltsova. Issue 859. Springer, 2018. doi
• Chapter Dokuka S., Koltsov S., Koltsova O., Koltsov M. Echo chambers vs opinion crossroads in news consumption on social media, in: Proceedings of Analysis of Images, Social Networks and Texts – 7th International Conference, AIST 2018, Moscow, Russia, July 5-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science / Ed. by W. M. van der Aalst, V. Batagelj, G. Glavaš,, D. I. Ignatov, M. Khachay, O. Koltsova, S. Kuznetsov, I. A. Lomazova, N. Loukachevitch,, A. Napoli,, A. Savchenko, A. Panchenko,, P. M. Pardalos, M. Pelillo,. Vol. 11179. Berlin : Springer, 2018. doi P. 13-19. doi
• Chapter Koltsova O. Methodological Challeges for Detecting Interethnic Hostility on Social Media, in: Internet Science. INSCI 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 Sinyavskaya Y., Koltsova O. Self-disclosure online and offline: the Effect of Age // Annual Review of CyberTherapy and Telemedicine. 2017. Vol. 15. P. 88-91.
• 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 Koltsova O., Koltsov S., Sinyavskaya Y. When Internet Really Connects Across Space: Communities of Software Developers in Vkontakte Social Networking Site, International Journal of Web Based Communities // Lecture Notes in Computer Science. 2017. Vol. 10540. P. 431-442. 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
• Chapter Nikiforova / Nikivincze I., Koltsova O., Koltsov S., Braslavski P. StartupPoint.ru: The Use of Online Social Networks for Startup Development, in: XVI Апрельская международная научная конференция по проблемам развития экономики и общества: в 4 кн. / Отв. ред.: Е. Г. Ясин. Кн. 3. М. : Издательский дом НИУ ВШЭ, 2016. P. 596-606.
• 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.
• 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, 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.