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Teaching Staff

Biography

Flávio L. Pinheiro is an Assistant Professor in Data Science at Nova IMS. His research interests focus in understanding how the network structure of socio-economic systems impacts the strategic decisions of agents at different scales. At the macro-level, how does the structure of Economic and Innovation systems impacts the success of agents is constrained when they have to take actions over the elements that make up such systems. At the individual scale, how is the evolution of ideas, diseases, opinions, behaviors and knowledge affected by the social network they are part of. In the past, Flavio was a Postdoctoral Researcher at the MIT Media Lab, he holds a BSc and MSc from the University of Lisbon (Lisboa, Portugal) and a Phd from the University of Minho (Braga, Portugal).

Scientific Publications

Pinheiro, F. L., Balland, P-A., Boschma, R., & Hartmann, D. (2025)

The dark side of the geography of innovation: relatedness, complexity and regional inequality in Europe. Regional Studies, 59(1), 1-16. Article 2106362. https://doi.org/10.1080/00343404.2022.2106362

Sturm, N. F., Candia, C., Damásio, B., & Pinheiro, F. L. (2025)

High earnings through firm influence: the role of hierarchical structures in public procurement. EPJ Data Science, 14, 1-20. Article 27. https://doi.org/10.2139/ssrn.4714647, https://doi.org/10.1140/epjds/s13688-025-00543-z

Borges, H. M., Vasconcelos, V. V., & Pinheiro, F. L. (2024)

How social rewiring preferences bridge polarized communities. Chaos, Solitons & Fractals, 180, 1-8. Article 114594. https://doi.org/10.48550/arXiv.2312.08088, https://doi.org/10.1016/j.chaos.2024.114594

Ottersen, S. G., Pinheiro, F., & Bação, F. (2024)

Triplet extraction leveraging sentence transformers and dependency parsing. Array, 21(March), [100334]. https://doi.org/10.1016/j.array.2023.100334

Pilatti, G., Pinheiro, F. L., & Montini, A. A. (2024)

Systematic Literature Review on Gig Economy: Power Dynamics, Worker Autonomy, and the Role of Social Networks. Administrative Sciences, 14(10), 1-28. Article 267. https://doi.org/10.3390/admsci14100267