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EnglishIn this paper, we present an innovative data processing architecture, the Activation & Competition System (ACS), and show how this methodology allows us to reconstruct in detail some aspects of the fine grained structure of global relationships in the world order perspective, on the basis of a minimal dataset only consisting of the values of five publicly available indicators for 2007 for the 118 countries for which they are jointly available. ACS seems in particular to qualify as a valuable tool for the analysis of inter-country patterns of conflict and alliances, which may prove of special interest in the current situation of global strategic uncertainty in international relations.
What kind of ‘world order’? An artificial neural networks approach to intensive data mining, 2017-01-19.
| Autori: | Buscema, Massimo; FERILLI , GUIDO; SACCO, PIERLUIGI |
| Data di pubblicazione: | 19-gen-2017 |
| Titolo: | What kind of ‘world order’? An artificial neural networks approach to intensive data mining |
| Rivista: | |
| Volume: | 117 |
| Pagina iniziale: | 46 |
| Pagina finale: | 56 |
| Numero di pagine: | 11 |
| Revisione (peer review): | esperti anonimi |
| IF: | con ISI Impact Factor |
| Rilevanza: | internazionale |
| Lingua: | English |
| URL: | http://www.sciencedirect.com/science/article/pii/S0040162517300379 |
| Digital Object Identifier (DOI): | http://dx.doi.org/10.1016/j.techfore.2017.01.010 |
| Settore Scientifico Disciplinare: | Settore SECS-P/02 - Politica Economica Settore SECS-P/06 - Economia Applicata |
| Keywords: | World order; Global alliances; Conflict; Open society; Artificial Neural Networks (ANNs); Activation & Competition System (ACS) |
| Abstract: | In this paper, we present an innovative data processing architecture, the Activation & Competition System (ACS), and show how this methodology allows us to reconstruct in detail some aspects of the fine grained structure of global relationships in the world order perspective, on the basis of a minimal dataset only consisting of the values of five publicly available indicators for 2007 for the 118 countries for which they are jointly available. ACS seems in particular to qualify as a valuable tool for the analysis of inter-country patterns of conflict and alliances, which may prove of special interest in the current situation of global strategic uncertainty in international relations. |
| Numero degli autori: | 3 |
| Supporto: | A stampa |
| Data di accettazione: | 6-gen-2017 |
| Appare nelle tipologie: | 1.01 Articolo in rivista |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| tfsc_2017.pdf | N/A | Administrator |
http://hdl.handle.net/10808/20755
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