Golovianko Maria

PhD, associate professor of Artificial Intelligence Department in Kharkiv National University of Radioelectronics (KNURE)


Personal Web-page on the online Platform for Higher Educationhttp://portal.dovira.eu/cv/b8f74fArt._teacher

Education and positions

2006 – Master of science, System Analysis and Decision Support Theory (Artificial Intelligence) in Kharkiv National University of Radio Electronics (KNURE);

2007 –  Assistant lecturer at the Department of Artificial Intelligence, KNURE.

2011 – Doctor of Philosophy, PhD thesis on Intelligent verification of web-content defended in KNURE.

From 2011 till now – associate professor at the Department of Artificial Intelligence, KNURE.


Training courses: Machine Learning, Web-design, Expert Systems and Semantic Web, Corporate portals, Web 2.0, Web-applications development, Information and knowledge management, Intelligent technologies in Internet, European Virtual venture.


The research is focused on Web-based tools, resources, services, and environments supporting new forms of data accumulation, representation, search, procession and sharing based on semantic technologies and methods and models of Artificial Intelligence. The recent research has been carried out in the field of integration of semantic technology, social media and Big Data aimed at development of a new semantic technology based on powerful facilities of ontology-driven Web-portals and the state-of-the-art technologies.

Scientific interests: Semantic Web, Linked Data, Ontology Engineering, Machine Learning, Distributed Artificial Intelligence, Web Mining, Computational Intelligence.

Research elaborations were applied to various problem domains. A series of projects aimed at the modernization of higher education in Ukraine. National projects funded by Ministry of Education and Science of Ukraine:

  1. Development of the Web-oriented system supporting accreditation and licensing of HEIs in Ukraine (2007-2009)

Position: researcher, semantic technologies expert, developer.

  1. Ontological portal for management and evaluation of national educational and scientific resources of Ukraine (2007)

Position: researcher, semantic technologies expert, developer.

  1. Development of the system supporting semantic queries to the ontological base of accreditation and licensing (2009-2010)

Position: researcher, semantic technologies expert, developer.

  1. Development and introduction of the distributed architecture for the Ontological Portal of MESU for safe, secure and effective management and integration of educational resources of Ukraine (2009-2010)

Position: researcher, semantic technologies expert, developer.

International projects and programmes

Participated in educational and research projects as software designer and developer, academic expert, teacher, expert in semantic technology, manager, coordinator.

  1. EU Tempus Tacis Project SM_SCM-T020B06-2006 (UA) (2007-2008) “Towards Transparent Ontology-Based Accreditation”.
  2. Joint Virtual Study Programme in the field of Information Technologies “European Virtual Venture” (2007 – today).
  3. Students Exchange (Joint System Development Training Project) within Virtual Learning Programme (September 2008).
  4. EU Tempus Tacis Project 516935-TEMPUS-1-2011-1-FITEMPUS-SMGR (2011-2015) “Towards Trust in Quality Assurance Systems” (http://www.dovira.eu).
  1. Short-term scientific mission “Searching Big Data under Open World Assumption” (April 2016, University of Jyvaskyla, Finland) funded by COST programme.

Since 2016 MC Observer in COST Actions:

  1. Semantic Keyword-based Search on Structured Data Sources (KEYSTONE) IC1302 (http://www.keystone-cost.eu/keystone/);
  2. Study Abroad Research in European Perspective (SAREP) CA15130 (http://sarepcost.eu/)

Since 2016 a member of a working group in COST Action Interdisciplinarity in Research Programming and Funding Cycles (INTREPID) (http://www.intrepid-cost.eu/).

Relevant publications

  1. Klymova, M. Shevchenko O. Ontology-based system for management of national educational resources, Systems for information processing №4(78) 2009 – 146–151pp.
  2. Klymova, M. Development of a method and a model for knowledge verification in ontology-based systems // Eastern European Journal of Enterprise Technologies № 4/8(40) 2009 – 32-36 pp.
  3. Riabova N., Shevchenko O., Biloivanenko M., Golovianko, M., Voloshyna, N., Shubkina, O., & Voskoboinykova, G. (2012). Development of the general software and hardware architecture of the distributed version of the ontological portal. Eastern-European Journal of Enterprise Technologies, 3(11 (57)), 42-50.
  4. Terziyan, V., Shevchenko, O., Golovianko, M. (2014) An introduction to knowledge computing. Eastern-European Journal of Enterprise Technologies, Vol 1, No 2(67).
  5. Terziyan V., Golovianko M., Shevchenko O., Semantic Portal as a Tool for Structural Reform of the Ukrainian Educational System, In: Information Technology for Development, Vol. 21, No. 3, 2015, Taylor & Francis, pp. 381-402 (doi: 1080/02681102.2014.899955).
  6. Terziyan V., Golovianko M., Cochez M. (2016) TB-Structure: Collective Intelligence for Exploratory Keyword Search, In: Proceedings of the 2nd International KEYSTONE Conference, Springer (under publication).

Books and manuals

  1. Shynkaruk V., Mychailichenko M., Bondarenko M., Lesna N., Klymova M., Voskoboynykova A., Sasunov S., Voloshyna N., Repka V. Recommendations for ontology-based accreditation, licensing and ranking of Ukrainian universities, text-book, KNURE, Kharkiv, 2008, 80 pp.
  2. Terziyan V., Kaykova O., Klymova M., Shevchenko O., Biloivanenko M., Vitko O., Manual for Resource Management within the Educational Ontology Web PortalEU Tempus-Tacis SCM # T020B06 Project, KNURE, Kharkiv, 2008, 40 pp.
  3. Terziyan V., Kaykova O., Shevchenko O., Klymova M., Biloivanenko M., Titova L., Manual for Ontology-Based Annotation of Educational Resources, EUTempus-Tacis SCM # T020B06 Project, KNURE, Kharkiv, 2008, 20 pp.
  4. Dobko T., Golovianko M., Kaikova O., Terziyan V., Tiihonen T. (Eds.), Quality Matters: How to Value and Evaluate Higher Education, EU-Tempus Project 516935-TEMPUS-1-2011-1-FITEMPUS-SMGR: “Towards Trust in Quality Assurance Systems”, Lviv, “Manuscript” Publ., 2014, ISBN 978-966-2400-37-3, 572 pp.


Edited books

Dobko T., Golovianko M., Kaikova O., Terziyan V., Tiihonen T. (Eds.), Quality Matters: How to Value and Evaluate Higher Education, EU-Tempus Project 516935-TEMPUS-1-2011-1-FITEMPUS-SMGR:“Towards Trust in Quality Assurance Systems”, Lviv, “Manuscript” Publ., 2014,ISBN 978-966-2400-37-3, 572 pp.

PhD Thesis

Golovianko M.V. “Methods and model of knowledge verification for intellectualization of Web-content”, specialty 05.13.23 – Systems and means of artificial intelligence. Kharkiv National University of Radioelectronics, Kharkiv, 2011.