Olessia Koltsova

1.5k total citations · 1 hit paper
46 papers, 798 citations indexed

About

Olessia Koltsova is a scholar working on Communication, Sociology and Political Science and Statistical and Nonlinear Physics. According to data from OpenAlex, Olessia Koltsova has authored 46 papers receiving a total of 798 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Communication, 12 papers in Sociology and Political Science and 9 papers in Statistical and Nonlinear Physics. Recurrent topics in Olessia Koltsova's work include Social Media and Politics (14 papers), Computational and Text Analysis Methods (8 papers) and Complex Network Analysis Techniques (6 papers). Olessia Koltsova is often cited by papers focused on Social Media and Politics (14 papers), Computational and Text Analysis Methods (8 papers) and Complex Network Analysis Techniques (6 papers). Olessia Koltsova collaborates with scholars based in Russia, United States and Germany. Olessia Koltsova's co-authors include Sergei Koltcov, Sergey Nikolenko, Paolo Rosso, Yuri Rykov, Svetlana S. Bodrunova, Peter Meylakhs, Dmitry I. Ignatov, Ilya Markov, Pavel Braslavski and Yana Volkovich and has published in prestigious journals such as SHILAP Revista de lepidopterología, PLoS ONE and Computers in Human Behavior.

In The Last Decade

Olessia Koltsova

41 papers receiving 732 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Topic modelling for qualitative studies

2015 201 citations Sergey Nikolenko, Sergei Koltcov et al. profile →

Peers

Olessia Koltsova

AI

SPS

COMMU

GSS

IS

Gerhard Heyer Germany

Loni Hagen United States

Annie Waldherr Germany

Noah A. Smith United States

Daniel Maier Germany

Libby Hemphill United States

Gregor Wiedemann Germany

Meysam Alizadeh United States

Peter Miltner Germany

Maël Kubli Switzerland

Gerhard Heyer Germany

Olessia Koltsova

437 ×1.3

AI

277 ×1.1

SPS

216 ×1.2

COMMU

254 ×2.0

GSS

105 ×1.1

IS

Citations per year, relative to Olessia Koltsova Olessia Koltsova (= 1×) peers Gerhard Heyer

Countries citing papers authored by Olessia Koltsova

Since Specialization

Citations

This map shows the geographic impact of Olessia Koltsova's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Olessia Koltsova with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Olessia Koltsova more than expected).

Fields of papers citing papers by Olessia Koltsova

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Olessia Koltsova. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Olessia Koltsova. The network helps show where Olessia Koltsova may publish in the future.

Co-authorship network of co-authors of Olessia Koltsova

This figure shows the co-authorship network connecting the top 25 collaborators of Olessia Koltsova. A scholar is included among the top collaborators of Olessia Koltsova based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Olessia Koltsova. Olessia Koltsova is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Koltsova, Olessia, et al.. (2025). Entropy-based text feature engineering approach for forecasting financial liquidity changes. EPJ Data Science. 14(1).

2.

Gorina, Yana V., et al.. (2025). Oxytocin dynamics in interpersonal sensorimotor synchrony: Controlled experiments in humans. Hormones and Behavior. 175. 105817–105817.

3.

Koltcov, Sergei, et al.. (2024). Using large language models for extracting and pre-annotating texts on mental health from noisy data in a low-resource language. PeerJ Computer Science. 10. e2395–e2395. 2 indexed citations

4.

Kliegl, Reinhold, et al.. (2023). What Drives Perceptions of Foreign News Coverage Credibility? A Cross-National Experiment Including Kazakhstan, Russia, and Ukraine. Political Communication. 40(2). 115–146. 6 indexed citations

5.

Koltsova, Olessia, et al.. (2022). Predicting subjective well-being in a high-risk sample of Russian mental health app users. EPJ Data Science. 11(1). 21–21. 9 indexed citations

6.

Burnaev, Evgeny, Dmitry I. Ignatov, Michael Khachay, et al.. (2022). Recent Trends in Analysis of Images, Social Networks and Texts. Communications in computer and information science. 1 indexed citations

7.

Burnaev, Evgeny, Dmitry I. Ignatov, Michael Khachay, et al.. (2022). Analysis of Images, Social Networks and Texts. Lecture notes in computer science. 3 indexed citations

8.

Koltsova, Olessia, et al.. (2021). Online News and Protest Participation in a Political Context: Evidence from Self-Reported Cross-Sectional Data. Social Media + Society. 7(1). 5 indexed citations

9.

Koltsova, Olessia, et al.. (2021). Social signature in an online environment: Stability and cognitive limits. Computers in Human Behavior. 122. 106856–106856. 7 indexed citations

10.

Rykov, Yuri, et al.. (2020). Effects of user behaviors on accumulation of social capital in an online social network. PLoS ONE. 15(4). e0231837–e0231837. 10 indexed citations

11.

Koltsova, Olessia, et al.. (2019). Agenda divergence in a developing conflict: Quantitative evidence from Ukrainian and Russian TV newsfeeds. Media War & Conflict. 13(3). 237–257. 12 indexed citations

12.

Koltsova, Olessia, et al.. (2018). Online News and Protest Participation in a Political Context: Evidence from Self-Reported Cross-Sectional Data. SSRN Electronic Journal.

13.

Staab, Steffen, et al.. (2018). Social Informatics. Lecture notes in computer science. 1 indexed citations

14.

Staab, Steffen, et al.. (2018). Social Informatics. Lecture notes in computer science. 2 indexed citations

15.

Bodrunova, Svetlana S., Olessia Koltsova, Sergei Koltcov, & Sergey Nikolenko. (2017). Who’s Bad? Attitudes Toward Resettlers From the Post-Soviet South Versus Other Nations in the Russian Blogosphere. International journal of communication. 11. 23. 8 indexed citations

16.

Koltcov, Sergei, et al.. (2016). Mining Ethnic Content Online with Additively Regularized Topic Models. Computación y Sistemas. 20(3). 8 indexed citations

17.

Koltcov, Sergei, Sergey Nikolenko, Olessia Koltsova, & Svetlana S. Bodrunova. (2016). Stable topic modeling for web science. 342–343. 5 indexed citations

18.

Meylakhs, Peter, et al.. (2014). An AIDS-Denialist Online Community on a Russian Social Networking Service: Patterns of Interactions With Newcomers and Rhetorical Strategies of Persuasion. Journal of Medical Internet Research. 16(11). e261–e261. 14 indexed citations

19.

Koltsova, Olessia & Sergei Koltcov. (2013). Mapping the public agenda with topic modeling: The case of the Russian livejournal. Policy & Internet. 5(2). 207–227. 49 indexed citations

20.

Koltcov, Sergei, et al.. (2013). Changes in the Topical Structure of Russian-Language LiveJournal: The Impact of Elections 2011. SSRN Electronic Journal. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact