Research
Projects
Teaching
Blog
News & Media
Talks & Events
Team
About
Contact
English
English
Español
Public Procurement
Graph embeddings and firm diversification
A short explanation of how graph embeddings can help predict firm diversification behavior in public procurement markets.
Cristian Candia
Last updated on May 30, 2026
Augmenting Firm Diversification Behavior Prediction with Graph Embeddings
Public procurement plays a crucial role in modern economies, serving not only as a mechanism to acquire public goods, services, and …
Niclas F. Sturm
,
Cristian Candia
,
Bruno Damásio
,
Flavio Pinheiro
Cite
Source Document
DOI
High earnings through firm influence: the role of hierarchical structures in public procurement
Public procurement markets are highly structured networks. Using over one million Portuguese public procurement contracts, this article …
Niclas Frederic Sturm
,
Cristian Candia
,
Bruno Damásio
,
Flavio Pinheiro
Cite
Source Document
DOI
Cite
×