Tatiana Albertovna Gavrilova

Monographs, chapters in books, textbooks 

International: 

• Gavrilova T., Kokoulina L. Using Ontology Engineering to Design Artificial Intelligence Course // In Smart Education and e-Learning SEEL,  Smart Innovation, Systems and Technologies series 144, in: Uskov V.L. et al., (eds.), Springer, 2019. Pp. 201-207. (https://doi.org/10.1007/978-981-13-8260-4_19) 
• Gavrilova T., Kudryavtsev D., Grinberg E. Aesthetic Knowledge Diagrams: Bridging Understanding and Communication, in: M. Handzic, D. Carlucci (eds.) Knowledge Management, Arts, and Humanities. Interdisciplinary Approaches and the Benefits of Collaboration. Springer, 2019. Pp. 97-117. (Link) 
• Gavrilova T.A., Zhukova K.V., Leshcheva I.A. Knowledge structuring in a nutshell: learning and application guide, 2016. 
• Gavrilova T., Leshcheva I. Building Collaborative Ontologies: A Human Factors Approach // Chapter in Book “Collaborative Knowledge in Scientific Research Networks“ (Eds. P. Diviacco, P. Fox, C. Pshenichny, A. Leadbetter), IGI publishing, USA, 2014. Pp. 305-324. 
• Gavrilova T., Zhukova S. Knowledge Engineering. 2013. 
• Gavrilova T. Knowledge Engineering: Structural View, in: Gavrilova T. (eds.). New trends in software methodologies, tools and techniques, 2011. 
• Gavrilova T. Orchestrating Ontologies for Courseware Design // in Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience (Eds. by A. Tzanavari & N. Tsapatsoulis), IGI Global, USA, 2010. Pp. 155-172. (Link) 
• Learning Resources Organization using Ontological Framework // Lectures Notes in Computer Science 5686, Advances in Web-Based Learning, Eds. Marc Spaniol, Ralf Klamma et al., Springer, 2009. Pp. 158-162 (with Gorovoy V., Petrashen E.) 
• Ontological Engineering for Practical Knowledge Work // Lecture Notes in Artificial Intelligence 4693, Springer, 2007. Pp. 1154–1162.  
• Towards User Modeling Meta Ontology // Lecture Notes in Artificial Intelligence 3538, Springer, 2005. Pp. 448-452 (with P. Brusilovsky, M. Yudelson).  
• Practical Design of Business Enterprise Ontologies. In: Bramer M. and Terzyan V. (eds.) Industrial Applications of Semantic Web. Springer, 2005. Pp. 61-81 (with D. Laird).  
• Ontological Engineering for Corporate Knowledge Portal Design. In: Camarinha–Matos L., H. Afsarmanesh (eds.) Processes and Foundations for Virtual Organisations. Kluwer Academic Publishers, 2003. Pp. 289–296 (with V. Gorovoy). 

National: 

• Gavrilova T., Kudryavtsev D., Muromtsev D. Knowledge engineering. Models and methods. St. Petersburg: Lan, 2016.  
• Gavrilova T. Knowledge engineering. Chapter 21: Knowledge management in Innovation Economics. In: Milner B.Z. (eds.). 2009.  
• Gavrilova T., Muromtsev D. Intelligent Technologies in Management: instruments and systems: textbook. 2008. 
• Gavrilova T., Khoroshevsky V. Knowledge Bases of Intelligent Systems: textbook. St. Petersburg: Piter, 2000. 

Articles in peer review and professional journals 

International: 

• Kudryavtsev D., Gavrilova T. “An Overview of Practical Ontology Implementation in Decision Support Systems.” Cyber-Physical Systems and Control (CPS&C 2019) (Part of the Lecture Notes in Networks and Systems book series (LNNS), Vol.95), in: Arseniev D., Overmeyer L., Kälviäinen H., Katalinić B. (eds.), Springer, Cham, pp. 19-26, 2020. (https://doi.org/10.1007/978-3-030-34983-7_3) 
• Gavrilova T., Grinberg E. “Visual Ontology Sketching for Preliminary Knowledge Base Design.” Intelligent Systems and Applications: Proceedings of the 2019 Intelligent Systems Conference IntelliSys (Part of the Advances in Intelligent Systems and Computing book series (AISC), Vol.1037), Vol.1, in: Yaxin Bi, Rahul Bhatia, Supriya Kapoor (eds.), pp. 566-576, 2020. (https://doi.org/10.1007/978-3-030-29516-5_44) 
• Gavrilova T., Alsufiev A., Pleshkova A. “Formalizing company KM portrait: pilot study with evidence from Russia.” Measuring Business Excellence, N22(3), pp. 315-332, 2018. (https://doi.org/10.1108/MBE-09-2017-0067). 
• Gavrilova T., Kubelskiy M., Kudryavtsev D., Grinberg E. “Modeling methods for strategy formulation in a turbulent environment.” Strategic Change (Wiley publishing), N27 (4), pp. 369-377, 2018. DOI: 10.1002/jsc.2209  
• Kudryavtsev D., Gavrilova T. “From anarchy to system: A novel classification of visual knowledge codification techniques.” Knowledge and Process Management, N24 (1), pp. 3-13, 2017. DOI: 10.1002/kpm.1509  
• Kudryavtsev D., Menshikova A., Gavrilova T. “Representing Strategic Organizational Knowledge via Diagrams, Matrices and Ontologies.” International Journal “Information Theories & Applications”, V.23, N1, pp. 48-66, 2016.  
• Gavrilova T., Leshcheva I., Strakhovich E. “Gestalt Principles of Creating Learning Business Ontologies for Knowledge Codification.” Knowledge management research and practice journal, V.13, pp. 218-228, 2015. DOI:10.1057/kmrp.2013.60   
• Leshcheva I., Gavrilova T. “How the cognitive features testing can assist in evaluating of collective ontology engineering.” International Journal of High Performance Computing and Networking, Vol. 8, N3, pp. 275-284, 2015. DOI: 10.1504/IJHPCN.2015.071252 
• Gavrilova T., Leshcheva I. “The interplay of knowledge engineering and cognitive psychology: learning ontologies creating.” International Journal of Knowledge and Learning, Vol.10, N2, pp. 182-197, 2015. DOI: 10.1504/IJKL.2015.071617  
• Gavrilova T., Leshcheva I. “Ontology Design and Individual Cognitive Peculiarities: A Pilot Study.” Expert Systems with Applications, Vol. 42, issue 8, рр. 3883-3892, 2015. DOI: 10.1016/j.eswa.2015.01.008 
• Gavrilova T., Alsufyev A., Yanson A.-S. “Transforming Canvas Model: Map versus Table.” International Journal of Knowledge, Innovation and Entrepreneurship, Vol. 2, N2, pp. 51—65, 2014.  
• Gavrilova T., Gladkova M. “Big Data Structuring: The Role of Visual Models and Ontologies.” Procedia Computer Science, Elseiver (2nd International Conference on Information Technology and Quantitative Management, ITQM 2014), Т. 31, pp. 336-343, 2014. DOI: 10.1016/j.procs.2014.05.276 (Available online at www.sciencedirect.com)  
• Gavrilova T., Andreeva T. “Knowledge elicitation techniques in a knowledge management context.” Journal of Knowledge Management, Vol. 16, Iss. 4, pp. 523–537, 2012. DOI: 10.1108/13673271211246112  
• Gavrilova T., Bolotnikova E., Gorovoy V. “New Ergonomic Metrics for Educational Ontology Design and Evaluation.” In «New Trends in Software Methodologies, Tools, and Techniques Frontiers» in Artificial Intelligence and Applications series, vol. 246 (Eds. H.Fujita & R.Revetria), Proceedings of the Tenth SoMet_12, IOS Press, pp. 361-378, 2012.  
• Bolotnikova E., Gavrilova T., Gorovoy V. “To one method of Ontology evaluation.” International Journal of Computer and Systems Sciences, © Pleiades Publishing Ltd., Vol. 50, N3, ISSN 1064_2307, pp. 448–461, 2011.  
• Gavrilova T., Gulyakina N. “Visual Knowledge Processing Techniques: a Brief Review, Scientific and Technical Information Processing.” © Allerton Press, Inc.2011, Vol. 38, No. 6, pp. 403–408, ISSN 0147_6882, 2011. DOI: 10.3103/S0147688211050042  
• Gavrilova T., Karelin I., Lyubimov B. “A log tool for software systems analyses.” Advanced Studies in Software and Knowledge Engineering, Supplement to International Journal «Information Technologies And Knowledge». Sofia, Bulgaria, N4, pp. 65-69, 2008.  
• Gavrilova T., HaiNan J. “One Approach to knowledge mapping for international student portal.” Intelligent Technologies and Applications, Supplement to International Journal «Information Technologies and Knowledge». Sofia, Bulgaria, N5, pp. 99-105, 2008.  
• Gavrilova T., Voinov A. “The cognitive approach to the creation of ontology.” Automatic Documentation and Mathematical Linguistics, Allerton Press, Inc., v.4, Is.12, pp. 59-64, 2007.  
• Gavrilova T., Puuronen S. “Cognitive Bias in Knowledge Engineering course.” Information Technologies and Knowledge, Vol.1, p. 209–213, 2007.  
• Gavrilova T. “Knowledge Mapping for Teaching and Learning.” The 21st Century: a scientific quarterly. Warsaw, Poland, N2 (24), pp. 21-32, 2007.  
• Gavrilova T., Jin H. “Ontology Design for Knowledge Portal Development.” Artificial Intelligence Studies, Vol.4 (27), pp.5–13, 2007. 
• Gavrilova T., Gorovoy V. “Technology for Ontological Engineering Lifecycle Support.” Information Theories and Applications, Vol.14, N1, pp. 19-25, 2007.  
• Gavrilova T., Geleverya T., Malinovskaya O., Golenkov V. “Prototyping Adaptive Online Learning Courses.” Information Technologies and Knowledge, Vol.1, N3, pp. 231-236, 2007.  
• Gavrilova T., Sosnovsky S. “One Approach to Development of Educational Ontology for C-Programming.” Information Theories and Applications, Vol.13, N4, pp. 303-308, 2006.  
• Gavrilova T., Vasilyeva E. “Interface Engineering and Design: Adaptability Problems.” Information Theories and Applications, Vol.10, N1, pp. 61-65, 2003. 

National: 

• Gavrilova T., Strakhovich E. “Visual analytical thinking and mind maps for ontology engineering.” // Ontology of Designing, Vol.10, N1, pp. 87-99, 2020. (Link) (DOI: 10.18287/2223-9537-2020-10-1-87-99) 
• Gavrilova T., Kudryavtsev D., Kuznetsova A. “Choosing knowledge management methods and tools considering specific domain.” Innovations, N8 (250), pp. 44-52, 2019.  
• Kudryavtsev D., Begler A., Gavrilova T., Leshcheva I., Kubelsky M., Tushkanova O. “A method for collaborative visual creation of a knowledge graph.” Artificial Intelligence and Decision Making, N1, pp. 27-38, 2019. 
• Gavrilova T., Alsufyev A., Pleshkova A. “Influence of Knowledge Management Practices on Company Performance Results in Russian Context: pilot study.” Management in Russia and abroad, N2, pp. 14-21., 2018. 
• Gavrilova T., Alsufyev A., Kokoulina L. “Knowledge management with Russian accent: victories and defeats.” Innovations, N1(219), pp. 59-69, 2017.   
• Gavrilova T. “Business diagrams in modern management in use: system problems and speculations.” Management in Russia and abroad, №3, pp. 103-109, 2017.  
• Gavrilova T., Alsufyev A., Grinberg E. “Knowledge visualization: Critique of the St. Gallen School and an analysis of contemporary trends.” Business Informatics, N3 (41), pp. 7-19, 2017. DOI: 10.17323/1998-0663.2017.3.7.19    
• Gavrilova T., Leshcheva I. “Conceptual knowledge structures and cognitive style.” Psychology, Vol. 13, N1, pp. 137–153, 2016.  
• Gavrilova T., Onufriev V. “An Analysis of Students’ Errors in Visual Knowledge Structuring.” Computer Tools in Education, N6, pp. 41-53, 2016.  
• Gavrilova T., Alsufyev A., Yanson A.-S. “Modern Notation of Business Models: Visual Trend.” Foresight-Russia, vol. 8, N2, pp. 56–70, 2014.  
• Gavrilova T., Gladkova M. “New approach in design of education resources for the managers in nanoindustry.” Open Education, N4, pp. 19-26, 2014.  
• Gavrilova T., Kozhunova O. “Common cognitive space generation through visual knowledge representation models.” Russian Information Resources, N6, pp. 10-16, 2014.  
• Gavrilova T., Kudryavtsev D., Leshcheva I., Pavlov Ya. “On a method of visual models classification.” Business Informatics, N26 (4), pp. 32-44, 2013.   
• Gavrilova T., Leshcheva I., Kudryavtsev D. “Knowledge engineering models implementation for information technologies specialists’ education.” System Programming, N7 (1), pp. 90-105, 2012.   
• Bolotnikova E., Gavrilova T., Gorovoy V. “To one method of Ontology evaluation.” // Bulletin of the Russian Academy of Sciences, Theory and Management systems, N3, pp. 98-110, 2011.   
• Gavrilova T., Leshcheva I., Strakhovich E. “On using visual conceptual models in teaching.” Vestnik of St. Petersburg State University, Management Series, N4, pp. 125-151, 2011. 
• Gavrilova T., Gorovoy V., Bolotnikova E. “Evaluation of cognitive ergonomics of ontology based on the analysis of the graph.” Artificial Intelligence and Decision Making, N3, pp. 33-41, 2009. 

• Member of IAKM (International Association for Knowledge Management) (2016 – present) 
• Member of AWC (Association for Women in Computing) (2008 - present) 
• Member of IEEE (Institute of Electrical and Electronics Engineers) и ACM (Association for the Computing Machinery) (2008 - present) 
• Expert of RFBR (Russian Foundation for Basic Research) and RSF (Russian Science Foundation) (2017 – present) 
• Visiting professor: University of Pittsburgh (USA), Tokyo Denki University (Japan), University of Milano (Italy), School of Business and Administration (Warsaw, Poland), Metropolia University and University of Jyväskylä (Finland), University of Tartu (Estonia), НЕС Paris Business School (2003–2018) 
• Member of program committee and reviewer at international Information Technology conferences in Management: IFKAD, SOMET, KDS, OSTIS, etc. (2003 - present) 
• Section chair at international conferences: KES, IFKAD, SOMETР, etc. 
• Chair of St. Petersburg Division, Russian Association for Artificial Intelligence (1988 – present) 
• Member of the St. Petersburg Association of Scientists and Scholars (1990–2005) 
• Member of Fulbright Alumni Association (1998 - present) 
• Member of editorial boards: Information Theories and Applications (2003 - present), Information Technologies and Knowledge (2007 - present), Artificial Intelligence and Decision Making (1999 - present), Journal “Open Education” (2016 - present) 
• Member of Academic Council at Graduate School of Management, St. Petersburg State University. 
• Member of Dissertation Council D 212.229.18 at Peter the Great St. Petersburg Polytechnic University (SPbPU). 
• Member of Dissertation Council at St. Petersburg State University and ITMO University. 
• Participation in consulting and business education projects and trainings for different companies: British American Tobacco, CNTI Progress, Sevkabel, Gazprom neft, etc.