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Teaching Staff

Biography

Ales Popovic is a Professor of Information Systems at NEOMA Business School, France. He holds visiting positions at the School of Economics and Business at the University of Ljubljana, Slovenia, and at NOVA IMS – Universidade Nova de Lisboa, Portugal. He received his Ph.D. in Information Management at the University of Ljubljana. Dr. Popovic seeks to find research that is relevant and useful to both the academic and practitioner communities. His research interests are focused on the study of how digital innovations provide value for people, organizations, and markets. He studies digital innovation value in organizations, behavioral and organizational issues in IT, and IT in inter-organizational relationships.

Dr. Popovic has a proven record of outstanding research, as evidenced by existing high-quality publications according to Slovenian Research Agency, an independent public funding organization performing tasks relating to the National Research and Development Program. He has published his research in a variety of top-quality academic outlets, such as Journal of the Association for Information Systems, Journal of Strategic Information Systems, Decision Support Systems, Expert Systems with Applications, Journal of Business Research, and Government Information Quarterly, among others.

In his research projects he cooperates with some of the most reputable foreign research institutions in his research field. Ales is currently the principal investigator for Slovenian Research Agency research program “P5-0410 – Digitalization as Driving Force for Sustainability of Individuals, Organizations, and Society”. His research was recognized through the University of Ljubljana Best Young Professor Award for Extraordinary Teaching and Research Achievements (2010), Trimo Research Award (2011), and School of Economics and Business Research Award (2012 and 2016).

His pedagogical work includes lectures and organization at all levels of programs at the home institution and abroad. He is an author of popular articles in professional media that reach a wider circle of readers.

Dr. Popovic is a member of professional and scientific associations, including the Association for Information Systems, the premier gathering for individuals and organizations who lead the research, teaching, practice, and study of information technology worldwide. He also serves as an active reviewer for journals and world-renowned scientific conferences in his research fields. Aleš is on the Editorial Boards of Journal of Business Research, Industrial Management and Data Systems, and International Journal of Information Management.

Professor Popovic has proved the ability to transfer theoretical insights into practical implications as demonstrated by ample evidence of successfully completed consulting projects. Among others, he has led or participated in projects from leading Slovenian enterprises, such as Telekom Slovenije (the leading mobile service provider), Snaga (waste removal and waste disposal public company), Post of Slovenia, as well as public institutions, such as Surveying and Mapping Authority of Slovenia, Ministry of Labour, Family, Social Affairs and Equal Opportunities, and Radio-television Slovenia.

More information about Ales can be found on his personal webpage: http://alespopovic.com.

Scientific Publications

Elazhary, M., Popovič, A., Bermejo, P. H. D. S., & Oliveira, T. (2022)

How Information Technology Governance Influences Organizational Agility: The Role of Market Turbulence. Information Systems Management, 1-22. https://doi.org/10.1080/10580530.2022.2055813

Yeoh, W., Wang, S., Popovič, A., & Chowdhury, N. H. (2022)

A Systematic Synthesis of Critical Success Factors for Cybersecurity. Computers and Security, 118(July), 1-17. [102724]. https://doi.org/10.1016/j.cose.2022.102724

Madureira, L., Popovic, A., & Castelli, M. (2021)

Competitive Intelligence Empirical Construct Validation Using Expert In-Depth Interviews Study. In 2021 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) (pp. 1-6) (ICTMOD 2021. IEEE International Conference on Technology Management, Operations and Decisions, 24-26 Nov. 2021, Marrakech, Morocco). IEEE. https://doi.org/10.1109/ICTMOD52902.2021.9739422

Castelli, M., Manzoni, L., Espindola, T., Popovič, A., & De Lorenzo, A. (2021)

Generative adversarial networks for generating synthetic features for Wi-Fi signal quality. PLoS ONE, 16(11), 1-30. [e0260308]. https://doi.org/10.1371/journal.pone.0260308

Kandel, I., Castelli, M., & Popovic, A. (2021)

Comparing stacking ensemble techniques to improve musculoskeletal fracture image classification. Journal of Imaging, 7(6), 1-24. [100]. https://doi.org/10.3390/JIMAGING7060100

Madureira, L., Popovic, A., & Castelli, M. (2021)

Competitive intelligence: A unified view and modular definition. Technological Forecasting and Social Change, 173, 1-17. [121086]. https://doi.org/10.1016/j.techfore.2021.121086

Peres, F., Fallacara, E., Manzoni, L., Castelli, M., Popovic, A., Rodrigues, M., & Estevens, P. (2021)

Time series clustering of online gambling activities for addicted users’ detection. Applied Sciences (Switzerland), 11(5), [2397]. https://doi.org/10.3390/app11052397

Castelli, M., Clemente, F. M., Popovic, A., Silva, S., & Vanneschi, L. (2020)

A Machine Learning Approach to Predict Air Quality in California. Complexity, 2020, 1-23. [8049504]. https://doi.org/10.1155/2020/8049504

Kandel, I., Castelli, M., & Popovic, A. (2020)

Comparative Study of First Order Optimizers for Image Classification Using Convolutional Neural Networks on Histopathology Images. Journal of Imaging, 6(9), 1-17. [0092]. https://doi.org/10.3390/JIMAGING6090092

Kandel, I., Castelli, M., & Popovic, A. (2020)

Musculoskeletal Images Classification for Detection of Fractures Using Transfer Learning. Journal of Imaging, 6(11), 1-14. [127]. https://doi.org/10.3390/jimaging6110127

Côrte-Real, N., Ruivo, P., Oliveira, T., & Popovic, A. (2019)

Unlocking the drivers of big data analytics value in firms. Journal of Business Research, 97(April), 160-173. DOI: 10.1016/j.jbusres.2018.12.072

Janke, J., Castelli, M., & Popovic, A. (2019)

Analysis of the proficiency of fully connected neural networks in the process of classifying digital images: Benchmark of different classification algorithms on high-level image features from convolutional layers. Expert Systems with Applications, 135, 12-38. https://doi.org/10.1016/j.eswa.2019.05.058

Oliveira, T., Martins, R., Sarker, S., Thomas, M., & Popovic, A. (2019)

Understanding SaaS adoption: The moderating impact of the environment context. International Journal Of Information Management, 49(December), 1-12. Doi: https://doi.org/10.1016/j.ijinfomgt.2019.02.009

Popovič, A., Puklavec, B., & Oliveira, T. (2019)

Justifying business intelligence systems adoption in SMEs: Impact of systems use on firm performance. Industrial Management and Data Systems, 119(1), 210-228. [Advanced online publication on September 2018]. doi: https://doi.org/10.1108/IMDS-02-2018-0085

Richards, G., Yeoh, W., Chong, A. Y. L., & Popovic, A. (2019)

Business Intelligence Effectiveness and Corporate Performance Management: An Empirical Analysis. Journal of Computer Information Systems, 59(2), 188-196. [Advanced online publication on 31 july 2017]. DOI: 10.1080/08874417.2017.1334244

Madureira, L., Castelli, M., & Popovic, A. (2019)

Design thinking: the new mindset for competitive intelligence? Impacts on the competitive intelligence model. In Proceedings of the 19th  Portuguese Association of Information Systems Conferemce: digital disruption: living between data science, IoT and ... people (pp. 34). Associação Portuguesa de Sistemas de Informação.

Beretta, S.; Castelli, M.; Munoz, L.; Trujillo, L.; Martínez, Y.; Popovic, A.; Milanesi, L. & Merelli, L. (2018)

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP. Complexity, Article ID 4963139. doi: https://doi.org/10.1155/2018/4963139.

Jaklic;, J.; Grubljesic, T. & Popovic, A. (2018)

The role of compatibility in predicting business intelligence and analytics use intentions. International Journal of Information Management, 43 (December), 305-318. doi: https://doi.org/10.1016/j.ijinfomgt.2018.08.017

Popovič, A., Hackney, R., Tassabehji, R., & Castelli, M. (2018)

The impact of big data analytics on firms’ high value business performance. Information Systems Frontiers, 20(2), 209-222. (advanced online publication on 24 october 2016). DOI: 10.1007/s10796-016-9720-4

Puklavec, B., Oliveira, T., & Popovic, A. (2018)

Understanding the determinants of business intelligence system adoption stages: an empirical study of SMEs. Industrial Management & Data Systems, 118(1), 236-261. [Advanced publication online on 22 december 2017]. DOI: 10.1108/IMDS-05-2017-0170.

Vaneschi, L.; Horn, D. M.; Castelli, M.; Popovic, A. (2018)

An Artificial Intelligence System for Predicting Customer Default in E-Commerce. Expert Systems With Applications, 104, 1-21. doi: https://doi.org/10.1016/j.eswa.2018.03.025

Vanneschi, L.; Castelli, M.; Scott, K. & Popovic, A. (2018)

Accurate High Performance Concrete Prediction with an Alignment-Based Genetic Programming. International Journal of Concrete Structures and Materials System, 12:72. doi: https://doi.org/10.1186/s40069-018-0300-5

Castelli, M., Manzoni, L., Silva, S., Vanneschi, L., & Popovic, A. (2017)

The influence of population size in geometric semantic GP. Swarm and Evolutionary Computation, 32, 110-120. DOI: 10.1016/j.swevo.2016.05.004

Castelli, M., Sormani, R., Trujillo, L., & Popovic, A. (2017)

Predicting per capita violent crimes in urban areas: an artificial intelligence approach. Journal of Ambient Intelligence and Humanized Computing, 8(1), 29-36. DOI: 10.1007/s12652-015-0334-3

Castelli, M., Vanneschi, L., Trujillo, L., & Popovic, A. (2017)

Stock index return forecasting: Semantics-based genetic programming with local search optimiser. International Journal of Bio-Inspired Computation, 10(3), 159-171. DOI: 10.1504/IJBIC.2017.086699

Jie Ren, William Yeoh, Mong Shan Ee, Ales Popovic (2017)

Online consumer reviews and sales: Examining the chicken-egg relationships. Journal of the Association for Information Science and Technology (Advanced online publication on 17 october, 2017). doi:10.1002/asi.23967

Kulkarni, Uday; Robles-Flores, Jose A.; and Popovic, Aleš (2017)

Business Intelligence Capability: The Effect of Top Management and the Mediating Roles of User Participation and Analytical Decision Making Orientation. Journal of the Association for Information Systems, 18 (7) Article 1. Available at: http://aisel.aisnet.org/jais/vol18/iss7/1

Mauro Castelli, Ivo Gonçalves, Leonardo Trujillo Aleš Popovic (2017)

An evolutionary system for ozone concentration forecasting, Information Systems Frontiers, 19 (5), 1123–1132. https://doi.org/10.1007/s10796-016-9706-2

Mauro Castelli, Leonardo Trujillo, Ivo Gonçalves and Ales Popovic (2017)

An evolutionary system for the prediction of high performance concrete strength. Computers and concrete: an international journal, 19(6), 651-658. DOI: 10.12989/cac.2017.19.6.651

Mauro Castelli, Luca Manzoni, Leonardo Vanneschia, Aleš Popovič (2017)

An Expert System for Extracting Knowledge from Customers' Reviews: The Case of Amazon.com, Inc. Expert Systems with Applications, 84, 117-126. https://doi.org/10.1016/j.eswa.2017.05.008

Castelli, M., Manzoni, L., & Popovic, A. (2016)

An Artificial Intelligence System to Predict Quality of Service in Banking Organizations. Computational Intelligence and Neuroscience. doi: 10.1155/2016/9139380

Castelli, M., Manzoni, L., Vanneschi, L., Silva, S., & Popovic, A. (2016)

Self-tuning geometric semantic Genetic Programming. Genetic Programming and Evolvable Machines, 17(1), 55-74. doi: 10.1007/s10710-015-9251-7

Castelli, M., Trujillo, L., Vanneschi, L., & Popovic, A. (2016)

Prediction of relative position of CT slices using a computational intelligence system. [Article]. Applied Soft Computing, 46, 537-542. doi: 10.1016/j.asoc.2015.09.021

Castelli, M., Vanneschi, L., & Popovic, A. (2016)

Controlling Individuals Growth in Semantic Genetic Programming through Elitist Replacement. Computational Intelligence and Neuroscience, 2016, 12. doi: 10.1155/2016/8326760

Castelli, M., Vanneschi, L., & Popovic, A. (2016)

Parameter evaluation of geometric semantic genetic programming in pharmacokinetics. International Journal of Bio-Inspired Computation, 8(1), 42-50. doi: 10.1504/ijbic.2016.074634

Castelli, M., Vanneschi, L., Manzoni, L., & Popovic, A. (2016)

Semantic genetic programming for fast and accurate data knowledge discovery. Swarm and Evolutionary Computation, 26, 1-7. doi: http://dx.doi.org/10.1016/j.swevo.2015.07.001

Enríquez-Zárate, J., Trujillo, L., de Lara, S., Castelli, M., Z-Flores, E., Muñoz, L., & Popovič, A. (2017)

Automatic modeling of a gas turbine using genetic programming: An experimental study. Applied Soft Computing, 50, 212-222. doi: http://dx.doi.org/10.1016/j.asoc.2016.11.019

Peters, T., Işik, Ö., Tona, O., & Popovic, A. (2016)

How system quality influences mobile BI use: The mediating role of engagement. International Journal of Information Management, 36(5), 773-783. doi: 10.1016/j.ijinfomgt.2016.05.003

Tassabehji, R., Hackney, R., & Popovic, A. (2016)

Emergent digital era governance: Enacting the role of the 'institutional entrepreneur' in transformational change. Government Information Quarterly, 33(2), 223-236. doi: 10.1016/j.giq.2016.04.003

Yeoh, W., & Popovic, A. (2016)

Extending the understanding of critical success factors for implementing business intelligence systems. Journal of the Association for Information Science and Technology, 67(1), 134-147. doi: 10.1002/asi.23366

Reis-Marques, C., & Popovic, A. (2016)

Managing digitally enabled innovation: A conceptual framework. Paper presented at the 10th  European Conference on Information Systems Management, ECISM 2016.

Bole, U., Popovic, A., Zabkar, J., Papa, G., & Jaklic, J. (2015)

A case analysis of embryonic data mining success. International Journal of Information Management, 35(2), 253-259. doi: 10.1016/j.ijinfomgt.2014.12.001

Castelli, M., Trujillo, L., Vanneschi, L., & Popovic, A. (2015)

Prediction of energy performance of residential buildings: A genetic programming approach. Energy and Buildings, 102, 67-74. doi: 10.1016/j.enbuild.2015.05.013

Castelli, M., Vanneschi, L., & Popovic, A. (2015)

Predicting burned areas of forestry fires: an artificial intelligence approach. [Article]. Fire Ecology, 11(1), 106-118. doi: 10.4996/fireecology.1101106

Martins, C., Oliveira, T., & Popovic, A. (2014)

Understanding the Internet banking adoption: A unified theory of acceptance and use of technology and perceived risk application. International Journal of Information Management, 34(1), 1-13. doi: http://dx.doi.org/10.1016/j.ijinfomgt.2013.06.002

Oliveira, T., Faria, M., Thomas, M. A., & Popovic, A. (2014)

Extending the understanding of mobile banking adoption: When UTAUT meets TTF and ITM. International Journal of Information Management, 34(5), 689-703. doi: 10.1016/j.ijinfomgt.2014.06.004

Popovic, A., Hackney, R., Coelho, P. S., & Jaklic, J. (2014)

How information-sharing values influence the use of information systems: An investigation in the business intelligence systems context. The Journal of Strategic Information Systems, 23(4), 270-283. doi: http://dx.doi.org/10.1016/j.jsis.2014.08.003

Puklavec, B., Oliveira, T., & Popovic, A. (2014)

Unpacking Business Intelligence Systems Adoption Determinants: An Exploratory Study of Small and Medium Enterprises. Economic and Business Review, 16(2), 185-213.

Popovic, A., & Jaklic, J. (2014)

Understanding the Influence of Business Intelligence Systems on Information Quality: The Importance of Business Knowledge Information Quality and Governance for Business Intelligence (pp. 20-43). Hershey, PA, USA: IGI Global.

Miltgen, C. L., Popovic, A., & Oliveira, T. (2013)

Determinants of end-user acceptance of biometrics: Integrating the "Big 3" of technology acceptance with privacy context. Decision Support Systems, 56, 103-114.

Vukšić, V. B., Bach, M. P., & Popovic, A. (2013)

Supporting performance management with business process management and business intelligence: A case analysis of integration and orchestration. International Journal of Information Management, 33(4), 613-619. doi: http://dx.doi.org/10.1016/j.ijinfomgt.2013.03.008

Popovic, A., & Habjan, A. (2012)

Exploring the effects of information quality change in road transport operations. Industrial Management & Data Systems, 112(8-9), 1307-1325. doi: 10.1108/02635571211278947

Popovic, A., Hackney, R., Coelho, P. S., & Jaklic, J. (2012)

Towards business intelligence systems success: Effects of maturity and culture on analytical decision making. Decision Support Systems, 54(1), 729-739. doi: http://dx.doi.org/10.1016/j.dss.2012.08.017

Lukman, T., Hackney, R., Popovic, A., Jaklic, J., & Irani, Z. (2011)

Business Intelligence Maturity: The Economic Transitional Context Within Slovenia. Information Systems Management, 28(3), 211-222. doi: 10.1080/10580530.2011.585583

Trkman, P., Kovacc, A., & Popovic, A. (2011)

Phasen der SOA-Einführung. WIRTSCHAFTSINFORMATIK, 53(4), 201-212. doi: 10.1007/s11576-011-0281-3

Trkman, P., Kovacic, A., & Popovic, A. (2011)

SOA Adoption Phases A Case Study. Business & Information Systems Engineering, 3(4), 211-220. doi: 10.1007/s12599-011-0168-2

Jaklic, J., A. Popovic, et al. (2011)

The Impact of Quality Information Provided by Business Intelligence Systems on the Use of Information in Business Processes

Coelho, P. S., Popovic, A., & Jaklic, J. (2010)

The Role of Business Knowledge in Improving Information Quality Provided by Business Intelligence Systems. In J. E. Quintela Varajao, M. M. Cruz Cunha, G. D. Putnik & A. Trigo (Eds.), Enterprise Information Systems (Vol. 110, pp. 148-157): Springer-Verlag.

Jaklic, J., Coelho, P. S., & Popovic, A. (2009)

Information quality improvement as a measure of business intelligence system benefits. . WSEAS Transactions on Business and Economics, 6(9), 502-512.

Popovic, A., Coelho, P. S., & Jaklic, J. (2009)

The impact of Business Intelligence Systems Maturity on Information Quality. Information Research 14(4), paper 417.

Jaklic, J., Coelho, P. S., & Popovic, A. (2009)

Do Business Intelligence Systems Actually Improve Information Quality? In N. Mastorakis, M. Demiralp, I. Rudas, C. A. Bulucea & L. Rogozea (Eds.), Mathematical Methods and Applied Computing, Vol 1 (pp. 144-149). Athens: World Scientific and Engineering Acad and Soc.

Turk, T., Jaklic, J., & Popovic, A. (2008)

Vpliv zrelosti poslovne inteligence na kakovost informacij za poslovno odločanje kot vzvod za izboljšanje poslovne vrednosti. Uporabna informatika, 16(1), 44-58.

Habjan, A., & Popovic, A. (2007)

How internal processes benefit from IT investments and therefore enhance company's competitiveness - A case study of Slovenian small and medium sized companies. Paper presented at the Proceedings of the 6th  Wseas International Conference on E-Activities: E-Activities: Networking the World, Athens.