ilyasochenkov

Ilya Sochenkov

Professor: Ivan Oseledets

Basic and Applied research in the field of Natural Language Processing. Developing new and applying modern NLP-methods to solve research tasks at CREI. Extending the project team of young and experienced researchers in the field of Natural Language Processing, Natural Language Understanding and Information Retrieval systems.

Latest scientific papers (last three years, in English):

  1.  Zubarev D. V., Sochenkov I. V.: Paraphrased Plagiarism Detection Using Sentence Similarity. Computational Linguistics and Intellectual Technologies. Papers from the Annual International Conference “Dialogue” 2017, v. 1, pp. 408–418 (2017)
  2.  Sochenkov I. V., Zubarev D. V., Smirnov I. V.: The ParaPlag: Russian Dataset for Paraphrased Plagiarism Detection. Computational Linguistics and Intellectual Technologies. Papers from the Annual International Conference “Dialogue” 2017, v. 1, pp. 284–296 (2017)
  3.  A. Sochenkova, I. Sochenkov, A. Makovetskii, A. Vokhmintsev, A. Melnikov, “Convolutional neural networks and face recognition task”, Proc. SPIE 10396, Applications of Digital Image Processing XL, 103962L (19 September 2017); doi: 10.1117/12.2273624
  4.  A. Vokhmintcev, T. Botova, I. Sochenkov, A. Sochenkova, A. Makovetskii, “Robot mapping algorithm based on Kalman filtering and symbolic tags”, Proc. SPIE 10396, Applications of Digital Image Processing XL, 103962I (19 September 2017); doi: 10.1117/12.2273562
  5.  Zubarev D. V., Sochenkov I. V., Tikhomirov I. A., Grigoriev O. G.: Double Funding of Scientific Projects: Similarity and Plagiarism Detection. Paper from «Data Analytics and Management in Data Intensive Domains» conference (DAMDID/RCDL 2017), pp. 282-285 (2017)
  6.  I.V. Sochenkov, R. Maluleka. Query Formulation for Source Retrieval based on Named Entities and N-grams Extraction. // Искусственный интеллект и принятие решений. 2016. №3. с. 44-47
  7.  Sochenkov I. et al. Effective indexing for face recognition //SPIE Optical Engineering+ Applications. – International Society for Optics and Photonics, 2016. – С. 997124-997124-9.
  8.  Sochenkov I. et al. A face recognition algorithm based on thermal and visible data //SPIE Optical Engineering+ Applications. – International Society for Optics and Photonics, 2016. – С. 99713F-99713F-7.
  9. Osipov G., Smirnov I., Tikhomirov I., Sochenkov I., Shelmanov A. Exactus Expert—Search and Analytical Engine for Research and Development Support //Novel Applications of Intelligent Systems. – Springer International Publishing, 2016. – С. 269-285.
  10. Vokhmintcev A. V., Sochenkov I. V., Kuznetsov V. V., Tikhonkikh, D. V. Face recognition based on a matching algorithm with recursive calculation of oriented gradient histograms // Doklady Mathematics. – Pleiades Publishing, 2016. – Т. 93. – №. 1. – С. 37-41
  11. Sochenkov I., Zubarev D., Tikhomirov I., Smirnov I., Shelmanov A., Suvorov R., Osipov G. Exactus Like: Plagiarism Detection in Scientific Texts // European Conference on Information Retrieval. – Springer International Publishing, 2016. – С. 837-840.
  12. Suvorov R. E., Sochenkov I. V. Establishing the similarity of scientific and technical documents based on thematic significance //Scientific and Technical Information Processing. – 2015. – Т. 42. – №. 5. – С. 321-327.
  13. Shvets A., Devyatkin D., Sochenkov I., Tikhomirov I., Popov K., Yarygin K. Detection of Current Research Directions Based on Full-Text Clustering // Proceedings of Science and Information Conference 2015. – London, 2015. – P. 483-488

Education

  • Peoples’ Friendship University of Russia: Master of Applied Mathematics and Computer Science Moscow, 2007 – 2009 – Faculty of Sciences, Computer Science Department.

  • Peoples’ Friendship University of Russia: Bachelor of Applied Mathematics and Computer Science Moscow, 2002 – 2007 – Faculty of Sciences, Computer Science Department

Academic degree

PhD (“Candidate of Science”) in Computer Science (2014). PhD thesis: “Relational-situational data structures, methods and algorithms for search and analytical engines”, assigned by Dorodnicyn Computing Center of the Russian Academy of Sciences. Supervisor: prof. Gennady S. Osipov, Institute for Systems Analysis of the Russian Academy of Sciences.

Professional interests

Methods and applications of natural language processing, information retrieval, dynamic web-content filtering, machine learning, search engines, big data, and scientometrics.

Related projects

  • The Semantic Plagiarism Detection System: http://like.exactus.ru.

  • System for scientific research activity support (museum exhibit from the dinosaur era): http://expert.exactus.ru.

  • Search and analysis engine for the patent information: http://patent.exactus.ru.

  • Meta-search engine Exactus (museum exhibit from the dinosaur era): http://exactus.ru

  • The software tools for the intelligent retrieval and analysis of huge text datasets – TextAppliance: http://textapp.ru/ (applied at Directorate of STP, RFBR, LLC INFRA-M, LLC RUKONT).

Scientific background

The projects lead of three research grants of the Russian Foundation for Basic Research (RFBR):

  • No. 14-07-31149, mall_a, 2014-2015 g. “Development and research of data structures and algorithms for search and analysis of textual information”;

  • Personal Grant No. 16-37-60048, Mol_a_Dk, 2016-2018. “Development and research of methods for semantic plagiarism retrieval based on deep semantic text analysis”;

  • No. 15-29-06031, 2015-2017. “Methods for detecting and extracting information about events related to the Arctic in information streams from various sources”.

The research team member for more than 20 projects of the Ministry of Education and Science of the Russian Federation, RFBR, RSF, RAS.

Achievements and awards

  • Diploma for the high quality of the exhibits and active participation in the Russian exposition at the stand of the Ministry of Education and Science of the Russian Federation at the CEBIT-2014. Hannover, Germany, March 2014.
  • Certificate for active participation in the National Supercomputer Forum “NSKF 2014″. Moscow, Russia, December 2014.
  • Diploma for participation at stand of the Ministry of Education and Science of the Russian Federation at the Exhibition of information and communication technologies «SofTool-2011″ and the All-Russian Conference with international participation “Research in the field of information processing, storage, transmission and protection.” Moscow, Russia, 25-28 October 2011.
  • Diploma of the All-Russian Conference with the elements of scientific school for young scientists “Research in the field of information and telecommunications technologies.” Moscow, Russia, 2010.