• Medientyp: E-Book
  • Titel: Intelligent Export Diversification : An Export Recommendation System with Machine Learning
  • Beteiligte: Che, Natasha Xingyuan [Verfasser:in]
  • Erschienen: [S.l.]: SSRN, [2021]
  • Erschienen in: IMF Working Paper ; No. 20/175
  • Umfang: 1 Online-Ressource (47 p)
  • Sprache: Englisch
  • DOI: 10.2139/ssrn.3721200
  • Identifikator:
  • Entstehung:
  • Anmerkungen: Nach Informationen von SSRN wurde die ursprüngliche Fassung des Dokuments August 1, 2020 erstellt
  • Beschreibung: This paper presents a set of collaborative filtering algorithms that produce product recommendations to diversify and optimize a country's export structure in support of sustainable long-term growth. The recommendation system is able to accurately predict the historical trends in export content and structure for high-growth countries, such as China, India, Poland, and Chile, over 20-year spans. As a contemporary case study, the system is applied to Paraguay, to create recommendations for the country's export diversification strategy
  • Zugangsstatus: Freier Zugang