Ilia Karpov
- Senior Lecturer:Faculty of Computer Science / School of Data Analysis and Artificial Intelligence
- Junior Research Fellow:International laboratory for Applied Network Research
- Ilia Karpov has been at HSE University since 2016.
Responsibilities
Performing applied research on online social networks.
Research Issues:
Analysis of the online communities structure, information expansion strategies.
Text processing of texts written by users of online social networks: language detection, morphological analysis, sentiment analysis, etc.
Continuing education / Professional retraining / Internships / Study abroad experience
- “Analysis and generation of social networks”, SAS training center
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2017-2018)
Courses (2021/2022)
- Analysis and Visualization of Networks (Bachelor’s programme; Faculty of Computer Science; 4 year, 3 module)Eng
- Introduction to Data Science (Bachelor’s programme; Graduate School of Business; 2 year, 3, 4 module)Rus
- Machine Learning 2 (Bachelor’s programme; Faculty of Computer Science; 4 year, 1-3 module)Eng
- Research Seminar "Data Analysis and Artificial Intelligence" (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-4 module)Eng
- Social Network Analysis (Mago-Lego; 4 module)Eng
- Social Network Data Analysis (Master’s programme; Faculty of Communications, Media, and Design; 2 year, 2 module)Rus
- Unstructured Data Analysis (Master’s programme; Faculty of Economics; 2 year, 1, 2 module)Eng
- Unstructured Data Analysis (Master’s programme; International laboratory for Applied Network Research; 1 year, 1, 2 module)Eng
- Past Courses
Courses (2020/2021)
- Analysis and Visualization of Networks (Bachelor’s programme; Faculty of Computer Science; 4 year, 3 module)Eng
- Research Seminar "Data Analysis and Artificial Intelligence" (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-4 module)Eng
- Social Network Data Analysis (Master’s programme; Faculty of Communications, Media, and Design; 2 year, 2 module)Rus
- Unstructured Data Analysis (Master’s programme; International laboratory for Applied Network Research; 1 year, 1, 2 module)Eng
- Unstructured Data Analysis (Master’s programme; International laboratory for Applied Network Research; 2 year, 1, 2 module)Eng
Courses (2019/2020)
- Applied Network Analysis (Master’s programme; Faculty of Communications, Media, and Design; 2 year, 1, 2 module)Rus
- Social Network Analysis (Mago-Lego; 4 module)Eng
20223
- Chapter Karpov I., Marakulin R. Social Network Analysis of the ProfessionalCommunity Interaction - Movie Industry Case, in: Data Analytics and Management in Data Intensive Domains 22st International Conference, DAMDID/RCDL 2021. Springer, 2022. P. 1-15. (in press)
- Chapter Karpov I., Kartashev N. Transformers for Online Social Network Language Modelling, in: 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. P. 1-10. (in press)
- Article Карпов И. А., Крылова Т. В., Тимошенко С. П. Комплексный лингвистический анализ особенностей электронного комментария в социальных сетях // Русский язык в научном освещении. 2022. № 1. С. 9-43. doi
20211
20202
- Chapter Gradoselskaya G., Karpov I., Shcheglova T. Mapping of politically active groups on social networks of Russian regions (on the example of Karachay-Cherkessia Republic), in: Network Algorithms, Data Mining, and Applications. Springer Proceedings in Mathematics & Statistics / Ed. by I. S. Bychkov, V. A. Kalyagin, P. M. Pardalos, O. Prokopyev. Vol. 315. Springer, 2020. doi P. 187-200. doi
- Chapter Shcheglova T., Gradoselskaya G., Karpov I. Methodology for measuring polarization of political discourse: case of comparing oppositional and patriotic discourse in online social networks, in: Network Algorithms, Data Mining, and Applications. Springer Proceedings in Mathematics & Statistics / Ed. by I. S. Bychkov, V. A. Kalyagin, P. M. Pardalos, O. Prokopyev. Vol. 315. Springer, 2020. doi P. 219-230. doi
20191
20184
- Chapter Kostyakova Nadezhda, Karpov I., Makarov I., Zhukov L. E. Commercial Astroturfing Detection in Social Networks, in: Computational Aspects and Applications in Large-Scale Networks. Springer Proceedings in Mathematics & Statistics Vol. 247. Springer, 2018. doi P. 309-318. doi
- Chapter Laptsuev Rodion, Ananyeva Marina, Meinster Dmitry, Karpov I., Makarov I., Zhukov L. E. Information Propagation Strategies in Online Social Networks, in: Computational Aspects and Applications in Large-Scale Networks. Springer Proceedings in Mathematics & Statistics Vol. 247. Springer, 2018. doi P. 319-328. doi
- Chapter Gradoselskaya G., Shcheglova T., Karpov I. Information Waves on Social Networks: Problematization, Definition, Distribution Mechanisms, in: 2018 Eleventh International Conference "Management of large-scale system development" (MLSD-2018). M. : IEEE, 2018. doi P. 1-4. doi
- Chapter Makarov I., Bulanov O., Olga Gerasimova, Natalia Meshcheryakova, Karpov I., Zhukov L. E. Scientific Matchmaker: Collaborator Recommender System, in: Analysis of Images, Social Networks and Texts. 6th International Conference, 2017, Revised Selected Papers / Ed. by W. M. van der Aalst, D. I. Ignatov, M. Khachay, S. Kuznetsov, V. Lempitsky, I. A. Lomazova, A. Napoli, A. Panchenko, P. M. Pardalos, A. V. Savchenko, S. Wasserman. Vol. 10716. Cham : Springer, 2018. doi P. 404-410. doi
20172
- Chapter Fenogenova Alena, Karpov Ilia, Kazorin Viktor, Lebedev I. Comparative Analysis of Anglicism Distribution in Russian Social Network Texts, in: Computational Linguistics and Intellectual Technologies. International Conference "Dialogue 2017" Proceedings / Ed. by В. Селегей. Vol. 1. Issue 16 (23). M. : -, 2017. P. 65-74.
- Chapter Maltseva D., Karpov I. Network studies in Russia: from articles to the structure of a research community, in: Models, Algorithms, and Technologies for Network Analysis. Springer Proceedings in Mathematics & Statistics / Ed. by V. A. Kalyagin, A. I. Nikolaev, P. M. Pardalos, O. Prokopyev. Vol. 197. Springer, 2017. doi P. 259-277. doi
20162
- Chapter Fenogenova A., Karpov I., Kazorin V. A General Method Applicable to the Search for Anglicisms in Russian Social Network Texts, in: Proceedings of the Artificial Intelligence and Natural Language AINL FRUCT 2016 Conference, Saint-Petersburg, Russia, 10-12 November 2016 / Сост.: S. I. Balandin, A. Filchenkov, Pivovarova L., J. Zizka. FRUCT Oy, 2016. P. 31-36.
- Chapter Karpov I., Kozhevnikov M., Kazorin V., Nemov N. Entity Based Sentiment Analysis Using Syntax Patterns and Convolutional Neural Network, in: Computational Linguistics and Intellectual Technologies: Proceedings of the Annual International Conference “Dialogue” (2016). М. : Изд-во РГГУ, 2016. P. 225-236.
Conferences
- 2018
XXXVIII Sunbelt Conference (Утрехт). Presentation: Profiling Online Social Network Users as Fast as Lightning
- 2016
Компьютерная лингвистика и интеллектуальные технологии (Диалог 22) (Москва). Presentation: Entity Based Sentiment Analysis Using Syntax Patterns and Convolutional Neural Network
Artificial Intelligence and Natural Language (AINL) 2016 (Санкт-Петербург). Presentation: A General Method Applicable to the Search for Anglicisms in Russian Social Network Texts
Ilia Karpov received the Best Paper Award at the AIST 2020 conference
The paper “Detecting Automatically Managed Accounts in Online Social Networks: Graph Embedding Approach” by Ilia Karpov, Junior Research Fellow at ANR-Lab, and his colleague Ekaterina Glazkova won the Best Paper Award in the area of Social Networks Analysis in the collection of publications following the results of the 9th International Conference on Analysis of Images, Social Networks, and Texts, held online on October 15-16.
The HSE rector's allowance awards Ilia Karpov
Ilia Karpov, a junior researcher at the International Laboratory for Applied Network Research, was awarded an academic achievement award by the HSE Academic Fund. Congratulations to Ilia on recognizing the results of his work and the rector's allowance for one year.
Online Section on Network Analysis at the HSE 2020 April Conference
On April 20-21, the two-day online section “Network Analysis” was held as part of the XXI April International Scientific Conference on the Problems of Economic and Social Development, organized by the International laboratory of applied network research. Both days were fruitful and rich in scientific communication: the section brought together researchers from different cities of Russia, Slovenia and the USA.
ANR-Lab at the XX April International Scientific Conference of the Higher School of Economics
At the XX April International Academic Conference on Economic and Social Development, ANR-Lab organized its own section "Network Analysis".
ANR-Lab at NetGlow`2018 in St.Petersburg
Members of the International laboratory for Applied Network Research took part at the Conference “Networks in the Global World. Principles behind Structures: Patterns of complexity in European societies and beyond”, which was held on July 4-6 in St. Petersburg.
Our session at SUNBELT 2017 in Beijin
Members of the ANR-Lab have organized its own session “SNA in Russia: Progress and Prospects” at the XXXVII SUNBELT CONFERENCE of the INTERNATIONAL NETWORK FOR SOCIAL NETWORK ANALYSIS, which took place in Beijin, China from May 30 till Jine 4.
Our session at ARS 2017
On May 16-17 in Naples (Italy) the Sixth International Workshop on Social Network Analysis “Challenges in Social Network Research” took place, where ANR-Lab organized its session.