Mykola Makhortykh

60 papers A 1Journal 52Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Analyzing Far-Right Telegram Channels as Constituents of Information Autocracy in Russia. CoRR Polina Smirnova, Mykola Makhortykh
2025	J	`jnl`	Campaigning through the lens of Google: A large-scale algorithm audit of Google searches in the run-up to the Swiss Federal Elections 2023. CoRR Tobias Rohrbach, Mykola Makhortykh, Maryna Sydorova
2025	J	`jnl`	Digital Dybbuks and Virtual Golems: AI, Memory, and the Ethics of Holocaust Testimony. CoRR Atay Kozlovski, Mykola Makhortykh
2025	J	`jnl`	Evolution of wartime discourse on Telegram: A comparative study of Ukrainian and Russian policymakers' communication before and after Russia's full-scale invasion of Ukraine. CoRR Mykola Makhortykh, Aytalina Kulichkina, Kateryna Maikovska
2025	J	`jnl`	Fact-checking with Generative AI: A Systematic Cross-Topic Examination of LLMs Capacity to Detect Veracity of Political Information. CoRR Elizaveta Kuznetsova, Ilaria Vitulano, Mykola Makhortykh, Martha Stolze, Tomás Nagy, Victoria Vziatysheva
2025	J	`jnl`	From prosthetic memory to prosthetic denial: Auditing whether large language models are prone to mass atrocity denialism. CoRR Roberto Ulloa, Eve M. Zucker, Daniel Bültmann, David J. Simon, Mykola Makhortykh
2025	J	`jnl`	Generic visuality of war? How image-generative AI models (mis)represent Russia's war against Ukraine. CoRR Mykola Makhortykh, Migle Bareikyte
2025	J	`jnl`	In generative AI we trust: can chatbots effectively verify political information? J. Comput. Soc. Sci. Elizaveta Kuznetsova, Mykola Makhortykh, Victoria Vziatysheva, Martha Stolze, Ani Baghumyan, Aleksandra Urman
2025	J	`jnl`	Incorporation of journalistic approaches into algorithm design. CoRR Mariella Bastian, Damian Trilling, Mykola Makhortykh
2025	J	`jnl`	Invisible in Search? Auditing Aesthetic Bias in the Visual Representation of Holocaust Victims on Google. CoRR Mykola Makhortykh, Tobias Rohrbach, Maryna Sydorova
2025	J	`jnl`	Populist radical-right attitudes, media trust, and social media reliance: Combining survey and tracking data to investigate predictors of online exposure to disinformation. Telematics Informatics Clara Christner, Mykola Makhortykh, Teresa Gil-Lopez
2025	J	`jnl`	Search engines in polarized media environment: Auditing political information curation on Google and Bing prior to 2024 US elections. CoRR Mykola Makhortykh, Tobias Rorhbach, Maryna Sydorova, Elizaveta Kuznetsova
2025	J	`jnl`	The silence of the LLMs: Cross-lingual analysis of guardrail-related political bias and false information prevalence in ChatGPT, Google Bard (Gemini), and Bing Chat. Telematics Informatics Aleksandra Urman, Mykola Makhortykh
2025	—	`conf`	WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review. FAccT Aleksandra Urman, Mykola Makhortykh, Aniko Hannak
2025	J	`jnl`	Where did you come from, where did you go? News trajectories in Germany and Switzerland. J. Comput. Soc. Sci. Mykola Makhortykh, Ernesto de León, Aleksandra Urman, Teresa Gil-Lopez
2024	J	`jnl`	"Foreign beauties want to meet you": The sexualization of women in Google's organic and sponsored text search results. New Media Soc. Aleksandra Urman, Mykola Makhortykh
2024	J	`jnl`	A Matter of Mindset? Features and Processes of Newsroom-based Corporate Communication in Times of Artificial Intelligence. CoRR Tobias Rohrbach, Mykola Makhortykh
2024	J	`jnl`	Algorithmically Curated Lies: How Search Engines Handle Misinformation about US Biolabs in Ukraine. CoRR Elizaveta Kuznetsova, Mykola Makhortykh, Maryna Sydorova, Aleksandra Urman, Ilaria Vitulano, Martha Stolze
2024	J	`jnl`	Examining bias perpetuation in academic search engines: An algorithm audit of Google and Semantic Scholar. First Monday Celina Kacperski, Mona Bielig, Mykola Makhortykh, Maryna Sydorova, Roberto Ulloa
2024	J	`jnl`	Finding frames with BERT: A transformer-based approach to generic news frame detection. CoRR Vihang Jumle, Mykola Makhortykh, Maryna Sydorova, Victoria Vziatysheva
2024	J	`jnl`	Finding the white male: The prevalence and consequences of algorithmic gender and race bias in political Google searches. CoRR Tobias Rohrbach, Mykola Makhortykh, Maryna Sydorova
2024	J	`jnl`	Framing is Mightier than the Sword: Detection of Episodic and Thematic Framing in News Media. Hum. Comput. Panagiotis Mavridis, Oana Inel, Xander Wilcke, Mykola Makhortykh, Markus de Jong, Honorata Mazepus, Antoaneta Dimitrova, Jesse de Vos, Alessandro Bozzon, Tobias Kuhn
2024	J	`jnl`	Google, How Should I Vote? How Users Formulate Search Queries to Find Political Information on Search Engines. CoRR Victoria Vziatysheva, Mykola Makhortykh, Maryna Sydorova, Vihang Jumle
2024	J	`jnl`	Googling the Big Lie: Search Engines, News Media, and the US 2020 Election Conspiracy. CoRR Ernesto de León, Mykola Makhortykh, Aleksandra Urman, Roberto Ulloa
2024	J	`jnl`	Improving the quality of individual-level online information tracking: challenges of existing approaches and introduction of a new content- and long-tail sensitive academic solution. CoRR Silke Adam, Mykola Makhortykh, Michaela Maier, Viktor Aigenseer, Aleksandra Urman, Teresa Gil-Lopez, Clara Christner, Ernesto de León, Roberto Ulloa
2024	J	`jnl`	LLMs as information warriors? Auditing how LLM-powered chatbots tackle disinformation about Russia's war in Ukraine. CoRR Mykola Makhortykh, Ani Baghumyan, Victoria Vziatysheva, Maryna Sydorova, Elizaveta Kuznetsova
2024	J	`jnl`	Mapping the Field of Algorithm Auditing: A Systematic Literature Review Identifying Research Trends, Linguistic and Geographical Disparities. CoRR Aleksandra Urman, Mykola Makhortykh, Aniko Hannak
2024	J	`jnl`	No AI After Auschwitz? Bridging AI and Memory Ethics in the Context of Information Retrieval of Genocide-Related Information. CoRR Mykola Makhortykh
2024	J	`jnl`	Representativeness and face-ism: Gender bias in image search. New Media Soc. Roberto Ulloa, Ana Carolina Richter, Mykola Makhortykh, Aleksandra Urman, Celina Sylwia Kacperski
2024	J	`jnl`	Scaling up search engine audits: Practical insights for algorithm auditing. J. Inf. Sci. Roberto Ulloa, Mykola Makhortykh, Aleksandra Urman
2024	—	`conf`	Take (No) Chances: How Stochasticity and Prompt Formulation Affect the Accuracy of LLMs for Fact-checking. EKAW (Companion) Victoria Vziatysheva, Mykola Makhortykh, Maryna Sydorova
2024	J	`jnl`	User Attitudes to Content Moderation in Web Search. Proc. ACM Hum. Comput. Interact. Aleksandra Urman, Aniko Hannak, Mykola Makhortykh
2023	J	`jnl`	In Generative AI we Trust: Can Chatbots Effectively Verify Political Information? CoRR Elizaveta Kuznetsova, Mykola Makhortykh, Victoria Vziatysheva, Martha Stolze, Ani Baghumyan, Aleksandra Urman
2023	J	`jnl`	Shall androids dream of genocides? How generative AI can change the future of memorialization of mass atrocities. CoRR Mykola Makhortykh, Eve M. Zucker, David J. Simon, Daniel Bültmann, Roberto Ulloa
2023	J	`jnl`	Shall androids dream of genocides? How generative AI can change the future of memorialization of mass atrocities. Discov. Artif. Intell. Mykola Makhortykh, Eve M. Zucker, David J. Simon, Daniel Bültmann, Roberto Ulloa
2023	J	`jnl`	User Attitudes to Content Moderation in Web Search. CoRR Aleksandra Urman, Aniko Hannak, Mykola Makhortykh
2023	J	`jnl`	You are how (and where) you search? Comparative analysis of web search behavior using web tracking data. J. Comput. Soc. Sci. Aleksandra Urman, Mykola Makhortykh
2022	J	`jnl`	Not all who are bots are evil: A cross-platform analysis of automated agent governance. New Media Soc. Mykola Makhortykh, Aleksandra Urman, Felix Victor Münch, Amélie Heldt, Stephan Dreyer, Matthias C. Kettemann
2022	J	`jnl`	Novelty in news search: a longitudinal study of the 2020 US elections. CoRR Roberto Ulloa, Mykola Makhortykh, Aleksandra Urman, Juhi Kulshrestha
2022	J	`jnl`	Panning for gold: Lessons learned from the platform-agnostic automated detection of political content in textual data. CoRR Mykola Makhortykh, Ernesto de León, Aleksandra Urman, Clara Christner, Maryna Sydorova, Silke Adam, Michaela Maier, Teresa Gil-Lopez
2022	J	`jnl`	Sociotechnical imaginaries of algorithmic governance in EU policy on online disinformation and FinTech. New Media Soc. Mariëlle Wijermars, Mykola Makhortykh
2022	J	`jnl`	This is what a pandemic looks like: Visual framing of COVID-19 on search engines. CoRR Mykola Makhortykh, Aleksandra Urman, Roberto Ulloa
2022	J	`jnl`	To track or not to track: examining perceptions of online tracking for information behavior research. Internet Res. Mykola Makhortykh, Aleksandra Urman, Teresa Gil-Lopez, Roberto Ulloa
2022	J	`jnl`	Where the earth is flat and 9/11 is an inside job: A comparative algorithm audit of conspiratorial information in web search results. Telematics Informatics Aleksandra Urman, Mykola Makhortykh, Roberto Ulloa, Juhi Kulshrestha
2021	J	`jnl`	Algorithm Auditing at a Large-Scale: Insights from Search Engine Audits. CoRR Roberto Ulloa, Mykola Makhortykh, Aleksandra Urman
2021	—	`conf`	Auditing Source Diversity Bias in Video Search Results Using Virtual Agents. WWW (Companion Volume) Aleksandra Urman, Mykola Makhortykh, Roberto Ulloa
2021	J	`jnl`	Auditing Source Diversity Bias in Video Search Results Using Virtual Agents. CoRR Aleksandra Urman, Mykola Makhortykh, Roberto Ulloa
2021	—	`conf`	Detecting Race and Gender Bias in Visual Representation of AI on Web Search Engines. BIAS Mykola Makhortykh, Aleksandra Urman, Roberto Ulloa
2021	J	`jnl`	Detecting race and gender bias in visual representation of AI on web search engines. CoRR Mykola Makhortykh, Aleksandra Urman, Roberto Ulloa
2021	J	`jnl`	Hey, Google, is it what the Holocaust looked like? Auditing algorithmic curation of visual historical content on Web search engines. First Monday Mykola Makhortykh, Aleksandra Urman, Roberto Ulloa
2021	J	`jnl`	The Matter of Chance: Auditing Web Search Results Related to the 2020 U.S. Presidential Primary Elections Across Six Search Engines. CoRR Aleksandra Urman, Mykola Makhortykh, Roberto Ulloa
2021	J	`jnl`	We are what we click: Understanding time and content-based habits of online news readers. New Media Soc. Mykola Makhortykh, Claes H. de Vreese, Natali Helberger, Jaron Harambam, Dimitrios Bountouridis
2021	J	`jnl`	Where the Earth is flat and 9/11 is an inside job: A comparative algorithm audit of conspiratorial information in web search results. CoRR Aleksandra Urman, Mykola Makhortykh, Roberto Ulloa, Juhi Kulshrestha
2021	J	`jnl`	You Are How (and Where) You Search? Comparative Analysis of Web Search Behaviour Using Web Tracking Data. CoRR Aleksandra Urman, Mykola Makhortykh
2020	J	`jnl`	Explanations of news personalisation across countries and media types. Internet Policy Rev. Mariella Bastian, Mykola Makhortykh, Jaron Harambam, Max van Drunen
2020	J	`jnl`	Four tales of sci-fi and information law. Internet Policy Rev. Natali Helberger, Joost Poort, Mykola Makhortykh
2019	A	`conf`	Designing for the better by taking users into account: a qualitative evaluation of user control mechanisms in (news) recommender systems. RecSys Jaron Harambam, Dimitrios Bountouridis, Mykola Makhortykh, Joris Van Hoboken
2019	—	`conf`	Reading News with a Purpose: Explaining User Profiles for Self-Actualization. UMAP (Adjunct Publication) Emily Sullivan, Dimitrios Bountouridis, Jaron Harambam, Shabnam Najafian, Felicia Loecherbach, Mykola Makhortykh, Domokos Kelen, Daricia Wilkinson, David Graus, Nava Tintarev
2019	—	`conf`	SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments. FAT Dimitrios Bountouridis, Jaron Harambam, Mykola Makhortykh, Mónica Marrero, Nava Tintarev, Claudia Hauff
2018	—	`conf`	#Euromaidan: Quantitative Analysis of Multilingual Framing 2013-2014 Ukrainian Protests on Twitter. DSMP Yehor Lyebyedyev, Mykola Makhortykh