Sonja D. Radenkovic

  • About Me
  •  
    Education
  • Teaching
  • Publications
  • Research
  • Projects

Recent Publications

  • Books
  • Book Chapters
  • Journals
  • Conferences

Books

  • 2020

    Radenkovic, S. D.: Introduction to Information Systems (in Serbian), Belgrade Banking Academy - Faculty of Banking, Insurance and Finance, Union University Belgrade, 2020, ISBN: 978-86-7852-058-7

    2019

    Denic, N, Radenkovic, S. D.: Electronic Business (in Serbian), Faculty of Sciences, University of Kosovska Mitrovica, 2019, ISBN: 978-86-80795-40-9

    2018

    Radenkovic, S. D. : Electronic Business and its Application (in Serbian), College of Economics Pec-Leposavic, 2018, ISBN: 978-86-84345-67-9

    2017

    Radenkovic, S. D. Milosavljevic, S.: Foundation of Informatics - Practicum (in Serbian), College of Economics Pec-Leposavic, 2017, ISBN: 978-86-84345-21-1

    2016

    Radenkovic, S. D.: Introduction to Information Systems (in Serbian), College of Economics Pec-Leposavic, 2016, ISBN: 978-86-84345-61-7

    2009

    Backovic, N., Radenkovic, S., Djelosevic, I., Novicic, M.: E-Business and Internet Marketing (in Serbian), College of Economics Pec-Leposavic, 2009, ISBN: 978-86-84345-43-3

    2007

    Bozinovic, M., Stojanovic, V., Radenkovic, S., Milivojevic, D.: Informatics (in Serbian), College of Economics Pec-Leposavic, 2007, ISBN: 978-86-84345-22-8

Book Chapters

  • 2023

    Pata, K., Juristo, K., Zapucek, M., Leiba, N., Popovic-Pantic, S. Devedzic, V., Radenkovic, S., Devedzic, M., Blagojevic, M., Milosevic, D., (2023). Capacity Building Across Higher Education and Rural Youth in WINnovators Space. In: Kubincová, Z., Caruso, F., Kim, Te., Ivanova, M., Lancia, L., Pellegrino, M.A. (eds) Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops - 13th International Conference. MIS4TEL 2023. Lecture Notes in Networks and Systems, vol 769. Springer, Cham. https://doi.org/10.1007/978-3-031-42134-1_1. (Chapter Info)

    Radenkovic, S., Sućeska, A., Hanić, H. (2023): Technological Foundations of Fintech. In: Hanić, H. Jovovič, R. (eds). Fintech in the Context of the Digital Economy: Opportunities and Challenges. University Cote d’Azure Nice. France. ISBN: 978-2-493478-01-6. pp. 95-138.

    2021

    Radenkovic, S. D., Saranovic, J. Development of Electronic Document Management System in Public Sector. Book of Case Studies – Promoting Student Learning From Theory to Practice Through Problem Based Approach. International College Mitrovica, 2021. ISBN: 978-9951-693-92-9

    Radenkovic, S. D., Saranovic, J. Development of Office Automation Information System to Improve the Business Results in Wood Processing Companies. Book of Case Studies – Promoting Student Learning From Theory to Practice Through Problem Based Approach. International College Mitrovica. ISBN: 978-9951-693-92-9

    Radenkovic, S. D., Milic, S. Conquering of New Markets by Using the E-Commerce of Organic Food Industry. Book of Case Studies – Promoting Student Learning From Theory to Practice Through Problem Based Approach. International College Mitrovica, 2021. ISBN: 978-9951-693-92-9

    Radenkovic, S. D., Milic, S. Digital Transformation as a Prerequisite to Achieve the Competitiveness of Wood-Processing Companies. Book of Case Studies – Promoting Student Learning From Theory to Practice Through Problem Based Approach. International College Mitrovica, 2021. ISBN: 978-9951-693-92-9

    Radenkovic, S. D., Saranovic, J. Application of Artificial Intelligence in the Product Diversification of the Catering Companies. Book of Case Studies – Promoting Student Learning From Theory to Practice Through Problem Based Approach. International College Mitrovica, 2021. ISBN: 978-9951-693-92-9

    2017

    Radenkovic, S., Milikić, N., Jovanović, J., Devedžić, V., Enhancing Workplace Learning Activities in Intelligent Learning Extended Organisations, Progress in Education Volume 49, Nova Science Publishers New York, 2017, ISBN :978-1-53612-926-7, pp. 113 – 147. (Book Info)

    2009

    Radenkovic, S., Krdzavac, N., Devedzic, V.: An Assessment System on the Semantic Web, Annals of Information Systems, Special Issue on Semantic Web & Web 2.0. Springer-Verlag, Berlin, Germany, 2009. (Book Online)

    Radenkovic, S., Devedzic, V., Krdzavac, N.: An Intelligent Framework for Assessment Systems, Semantic Web Technologies for e-Learning, Edited by Darina Dicheva, Riichiro Mizoguchi, Jim Greer, IOS Press, Volume 4 The Future of Learning, November 2009, ISBN: 978-1-60750-062-9 , pp. 178 - 196. (Book Info)

    2008

    Radenkovic, S., Krdzavac, N., Devedzic, V.: Towards more Intelligent Assessment Systems, Technology Enhanced Learning, IGI-Global publishing, USA, April 2008, pp. 257-283. (Book Info)

Journals

  • 2024

    Vuković, D.B., Radenkovic, S. D., Simeunović, I., Zinovev, V., Radovanović, M., (2024). Predictive Patterns and Market Efficiency: A Deep Learning Approach to Financial Time Series Forecasting.. Mathematics 2024, 12, 3066. (Online)

    2023

    Malinović-Milićević S, Radovanović M. M, Radenkovic, S. D., Vyklyuk Y, Milovanović B, Milanović Pešić A, Milenković M, Popović V, Petrović M, Sydor P, Gajić M. Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods.. Mathematics. 2023; 11(4):795. (Online)

    2021

    Petkovic, B., Agdas, A. S., Zandi Y., Nikolic, I., Denic, N., Radenkovic, S. D. , Sattam Fahad Almojil, S. F., Roco-Videla, A., Kojic, N., Zlatkovic, D., Stojanovic, J. (2021). Neuro fuzzy evaluation of circular economy based on waste generation, recycling, renewable energy, biomass and soil pollution. Rhizosphere Volume 19, September 2021, 100418. Elsevier. ISSN: 2452-2198 (Online)

    2020

    Kovačević, A., Radenkovic, S.D. (2020). SAWIT—Security Awareness Improvement Tool in the Workplace , Applied Science 2020, 10, 3065, MDPI, ISSN: 2076-3417 (Online)

    2018

    Radenkovic, S.D., Saranovic, J., Stojanovic, B., Kostic, Z., Jokic, B: Applying Intelectual Capital in Improving Agri-Industry at Republic of Serbia, Economics Of Agriculture, 65(2), June 2018, pp. 659-671, ISSN: 0352-3462. (Online)

    Jokić, B., Radenkovic, S.D., Jokic, B: Innovation in Technology and Organisation as a Factor in the Development of Agribusiness, China-USA Business Review, Volume 17, Number. 6, May 2018, pp. 293-301, ISSN: 1537-1514. (Online)

    2014

    Radenkovic, S.D., Devedzic V: An Approach for Content and Knowledge Provision in Extended Organizations, Annals of the University of Oradea. Fascicle of Management and Technological Engineering ISSN 1583 - 0691, CNCSIS "Clasa B+", Volume XXIII (XIII), 2014/3, pp. 214-221. (Online)

    Radenkovic, S.D., Devedzic V, Jovanovic, J., Jeremic, Z: Content and Knowledge Provision Service – a Way to Build Intellectual Capital in Learning Organizations, Knowledge Management Research & Practice (KMRP) Special Issue: Towards an Intellectual Capital-Based View on the Firm, Palgrave Macmillan, August 2014, Volume 12, Issue 2, ISSN: 1477-8238. (Online)

    Radenković S. D.: IntelLEO Project - a Solution for Cross-Organisational Workplace Learning (in serbian), BADEN (Balkan Distance Educational Network) Letter,Vol. 2, No. 2, 2014, ISSN:2334-9220 (Online)

    2012

    Devedžić, M., Devedžić, V., Radenković S. D.: Web Service Support for Collaboration between Demographers, Computer Science and Information Systems / ComSIS 2012, Vol. 9, No. 2, ISSN:1820-0214, pp. 943-960, (Online)

    2011

    Radenković S. D., Milosavljevic, S.: Applying the Standards in the Development of System for Evaluation of e-Learning (in serbian), Info M, Vol. 10 (37), 2011, ISSN:1451-4597, pp. 32-37, (Online)

    2010

    Devedžić, V., Radenković, S., Jovanović, J., Pocajt, V.: Specifying Cases for TEL in an SME, Knowledge Management & E-Learning: An International Journal (KM&EL), Vol. 2 No. 3 , September 2010, ISSN: 2073-7904 (Online)

    2006

    Radenković, S., Lazarevic, S.: Student Knowledge Evaluation System as a Support of Flexible Assessment (in serbian), Info M, Vol. 5 (17), 2006, ISSN: 1451-4597 (Online)

Conferences

  • 2024

    Radenkovic, S. D., Simeunović, I., Zinovev, V., Radovanović, M. (2024). Predictive Patterns and Market Efficiency: A Deep Learning Method to Financial Time Series Forecasting. International AI Conference, December 26-27 2024. Serbian Academy of Science and Art, Belgrade, Serbia.

    Kovačevič, A., Radenkovic, S. D., Nikolić, D. (2024). Artificial intelligence and cybersecurity in banking sector: opportunities and risks in Proceedings of the EBM - Contemporary Issues in Economics, Business and Management, December 16-17, Kragujevac, Serbia.

    Ivanović, Dj., Radenkovic, S. D. (2024). Self-Assessment of Competence Sub-Area Creativity and Innovation Among Students in the Republic of Serbia. International Conference “Global Economics Trends – Challenges and Opportunities”. BBA – Faculty of Banking, Insurance and Finance. Union University Belgrade. Serbia. October 2024.

    Radenkovic, S. D., Bugarčić, M., Hanić, H. (2024). AI-Driven Innovations and their Impact on the Digital Economy. International Conference “Global Economics Trends – Challenges and Opportunities”. BBA – Faculty of Banking, Insurance and Finance. Union University Belgrade. Serbia. October 2024.

    Zapušek, M., Pata, K., Jüristo, K., Devedzić, V., Radenkovic, S., Devedzic, M., Blagojevic, M., Miloševic, D., Popovic-Pantic, S. (2024). eLEARNING Motivation Across University and Rural Young Adults in WINnovators Space in Proceedings of INTED 2024 - 18th annual International Technology, Education and Development Conference, Valencia 04th -06th March 2024, Spain.

    2023

    Pata, K., Juristo, K., Zapucek, M., Leiba, N., Popovic-Pantic, S., Devedzic, V., Radenkovic, S., Devedzic, M., Blagojevic, M., Milosevic, D., Panajotovic, D. (2023). Capacity Building Across Higher Education and Rural Youth in WINnovators Space in Proceedings of CELDA 2023 - 20th International Conference on Cognition and Exploratory Learning in Digital Age, Madera Island, Portugal. 21st-23th October 2023..

    Denic, N., Radenkovic, S. D., Kovacevic, A., Stojanovic, K. (2023). Internet of Things, Big Data and Privacy Issues in Proceedings of the AIIT 2023 – International Conference of Applied Internet and Information Technologies. Bitola, Macedonia. 13th of October 2023.

    Radenković, S. D., Cirovic, N., Knezevic, M. (2023). WINNOVATORS – From Idea to Business in Digital Economy. International Conference “Global Economics Trends – Challenges and Opportunities”. BBA – Faculty of Banking, Insurance and Finance. Union University Belgrade. Serbia. September 2023.

    Radenković, S. D., Drazovic-Perosevic, S., Stankovic, D. (2023). Digital Education – a Step Towards Knowledge Economy. International Conference “Global Economics Trends – Challenges and Opportunities”. BBA – Faculty of Banking, Insurance and Finance. Union University Belgrade. Serbia. September 2023.

    Blagojevic, M., Devedzic, V., Radenkovic, S. , Devedzic, M. (2023). A Contribution to the Development of IT, STEM/STEAM and Soft Skills of Women in Rural Areas in Proceedings of the 9th Conference with International Participation on KNOWLEDGE MANAGEMENT AND INFORMATICS. Kopaonik, 9-12 January 2023 (CD Edition).

    2022

    Radenkovic, S. D. , Hanic, H., Bugarcic, M. (2022). Applying Artificial Intelligence in the Digital Transformation of Banking Sector In Proceedings of ISCDT 2022 - International Scientific Conference on Digital Transformation in Business: Challenges and New Opportunities. Australian University, Kuwait. 17. November 2022. (Online)

    Radovanović, M.M., Malinović-Milićević S., Radenkovic, S. , Milenković, M., Milovanović, B., Milanović Pešić, A., Popović, V. (2022). Influence of Space Weather on Precipitation Nouced Floods – Applying of Solar Activity Time Series in the Prediction of Precipitation-Induced Floods by Using the Machine Learning in Proceedings of РАЦИОНАЛЬНОЕ ПРИРОДОПОЛЬЗОВАНИЕ: ТРАДИЦИИ И ИННОВАЦИИ. 20-22 October 2022. Moscow. pp. 90-97. (Online)

    Radenkovic, S. D. , Devedžić, V., Devedžić, M. (2022). She is a Woman Who Understands – the WINnovators Project in EDEN Research Workshop Proceedings. Dubrovnik. 19-20 September 2022. ISSN: 2707-2819. pp. 155-160. (Online)

    Devedžić, V., Radenkovic, S. D., Devedžić, M. (2022). Shine-a-Light - E-Learning Initiatives from Two EU Projects in Proceedings of EL 2022. Lisbon, Portugal. July 2022. ISBN: 978-989-8704-39-9. (Online)

    Radenkovic, S. D. , Devedžić, V., Devedžić, M. (2022). WINnovators - Digital Education for Those Who Have Less Chance for It. Online Conference “Digital Education 2022”. EdTech Center. Belgrade, April 2022. (Online)

    2021

    Radenkovic, S.D., Kovačević, A., Hanić, E (2021). )Internet of Things and Security Issues in Financial Services Industry in Proceedings of the International Conference “Global Economics Trends – Challenges and Opportunities”. BBA – Faculty of Banking, Insurance and Finance. Union University Belgrade. November 2021.

    2020

    Hanic, H., Radenkovic, S.D., Bugarcic, M. (2020). Intelligent Data Analysis of Commercial Bank Customers in Proceedings of the 12th International Scientific Conference EMERGING TRENDS IN BUSINESS ECONOMICS: TOWARDS COMPETITIVENESS, DIGITALIZATION AND FINANCIAL INNOVATION. Belgrade. October 2020. (Online)

    Radenkovic, S.D., Saranovic, J., Milic, S., Jokic, B. (2020). Digital Transformation of Food Processing Industry - a Way to Improve Competitiveness in the Global Market in Proceedings of the International Scientific Conference Organized by 17 partners under the ERASMUS+ Capacity Building Program "THEORY TO PRACTICE AS A COGNITIVE, EDUCATIONAL AND SOCIAL CHALLENGE". Mitrovica. September 2020. ISSN: 2671-3586 (Online)

    Radenkovic, S.D., Milic, S., Jokic, B., Djokic, J. (2020). Applying Artificial Intelligence Techniques to Improve Company’s Internet Presence Strategy in Proceedings of the International Scientific Conference Organized by 17 partners under the ERASMUS+ Capacity Building Program "THEORY TO PRACTICE AS A COGNITIVE, EDUCATIONAL AND SOCIAL CHALLENGE". Mitrovica. September 2020. ISSN: ISSN: 2671-3586 (Online)

    Radenkovic, S.D., Djokic, J., Gasi, D., Milic, S. (2020). Application of Machine Learning Techniques in the Air Pollution Assessment and Forecasting in Proceedings of the International Scientific Conference Organized by 17 partners under the ERASMUS+ Capacity Building Program "THEORY TO PRACTICE AS A COGNITIVE, EDUCATIONAL AND SOCIAL CHALLENGE". Mitrovica. September 2020. ISSN: ISSN: 2671-3586 (Online)

    Radenkovic, S.D., Kovacevic, A.: Improving Technology Enhanced Learning as a Prerequisite for Sustainable Education in Proceedings of The International Scientific Conference YUINFO 2020, Kopaonik 2020, (CD Edition)

    2018

    Radenkovic, S.D.: Transformation of Knowledge Management Tools by using Machine Learning Techniques in Proceedings of The International Scientific Conference Innovations as the Development Driver, Belgrade 2018, (CD Edition)

    2017

    Saranovic, J., Stojanovic, B., Radenkovic, S.D.: Improving the Economic Relations between Central Serbia and the Autonomous Province of Kosovo and Metohija in Proceedings of IOR-EDA 2017, The International Scientific Conference Challenges of sustainable development - Economic and Social Aspect, Kosovska Mitrovica 2017, ISBN: 978-86-80127-85-9, pp. 143-155 (Online)

    2015

    Radenkovic, S.D., Jovanovic, J., Devedzic, V.: Service-Oriented Development of Content and Knowledge Provision Tool in Proceedings of eLmL 2015, The Seventh International Conference on Mobile, Hybrid, and On-line Learning, Lisbon, Portugal, February 2015, IARIA 2015, ISSN: 2308-4367, pp. 37-43 (Online)

    Milenković, V., Radenković, V., Radenkovic, S.D.: Applying Web Services in Management of Training Process in Proceedings of 11th International Scientific Conference MANAGEMENT, SPORT, OLYMPISM, June 2015 (CD Edition)

    Radenkovic, S.D.: Knowledge Management in Intelligent Learning Extended Organisations in Proceedings of UKSP-IS 2015, The International Scientific Conference Improving the Competitiveness of Serbian Economy as a framework and incentive of Investment in Serbia, Kosovska Mitrovica, Serbia November 2015, Faculty of Economy 2015, ISBN: 978-86-80127-75-0, pp. 435-449 (Online)

    2014

    Radenkovic, S.D., Devedzic, V.: An Approach for Content and Knowledge Provision in Extended Organizations in Proceedings of Annual Session of Scientific Papers "IMT Oradea", December 2014 (Online)

    2013

    Radenkovic, S.D., Devedzic, V.: Building an Intellectual Capital in Extended Organizations in Proceedings of 3rd International Conference Economics and Management based on New Technologies - EMONT 2013, Vrnjacka Banja, Serbia, June 2013 (CD edition)

    2012

    Radenković, S. D., Jovanović, J., Devedžić, V.: Content and Knowledge Management in Intelligent Learning Extended Organizations, in Proceedings of IFKAD - KCWS 20012: Knowledge, Innovation and Sustainability: Integrating Micro and Macro Perspectives, Matera, Italy, June 2012, ISBN: 978-88-96687-08-6 (CD edition)

    2011

    Krdzavac, N., Duric, D., Devedzic, V., Radenkovic, S., Milikic, N., Jovicic, B.: Automated Synthesis Tableau Calculi in Intelligent Web-based Education Systems, in Proceedings of the International Conference on Computer Science and Information Technology (ICCSIT’2011), December 2011 (Online)

    Devedžić, M., Devedžić V., Radenković, S.: Collaborative Workplace Learning for Demographers, in Proceedings of the Second International Conference of e-Learning – eLearning, Belgrade, September 2011, pp.6-12 (Online)

    2010

    Radenković, S., Devedžić, V., Jovanović, J.: Content / Knowledge Provision Service for Workplace Learning, in: Proceedings of 5th International Forum on Knowledge Asset Dynamics, Matera, Italy, June 2010. (CD Edition)

    2009

    Radenkovic, S., Devedzic, V., Krdzavac, N.: An Smart Assessment System (in serbian), in: Proceedings of YU INFO 2009 Conference, Kopaonik-Serbia, March 2009. (Online)

    2008

    Krdzavac, N., Radenkovic, S., Devedzic, V: QTI-FAR Framework for Assessment Systems, Proceedings of the Technology Enhanced Learning Conference 2008 (TELearn2008), Hanoi, Vietnam, December 2008. (CD Edition)

    Radenkovic, S., Krdzavac, N., Devedzic, V.: MDA and Semantic Web Technologies for Assessment Systems, in: D. Dicheva, A. Harrer, and R. Mizoguchi (Eds.), Proceedings of the SWEL'08 Workshop on Ontologies and The Semantic Web for Intelligent Educational Systems, held in conjunction with The 9th International Conference on Intelligent Tutoring Systems, ITS 2008, Montreal, Canada, June 24, 2008, pp. 65-69.(Online)

    2007

    Radenkovic, S., Krdzavac, N., Devedzic, V.: A QTI Metamodel, in: Proceedings of the International Multiconference on Computer Science and Information Technology, Wisla-Poland, 2007, pp. 1123 – 1132, ISSN 1896-7094 (Online)