Intelligent Export Diversification: An Export Recommendation System with Machine Learning
Author/Editor: Natasha X Che
Release Date: © August, 2020
ISBN
: 978-1-51355-595-9
Stock #: WPIEA2020175
English
Stock Status: On back-order
Languages and formats available
| English | French | Spanish | Arabic | Russian | Chinese | Portuguese | |
| Paperback | Yes | ||||||
| Yes | |||||||
| ePub | Yes |
Description
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.
More publications in this series: Working Papers
More publications by: Natasha X Che
