Intelligent Export Diversification: An Export Recommendation System with Machine Learning
August 28, 2020
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Format: Chicago
Disclaimer: IMF Working Papers describe research in progress by the author(s) and are published to elicit comments and to encourage debate. The views expressed in IMF Working Papers are those of the author(s) and do not necessarily represent the views of the IMF, its Executive Board, or IMF management.
Summary
Subject: Comparative advantage, Export diversification, Exports, International trade, Machine learning, National accounts, Personal income, Technology
Keywords: Africa, Caribbean, Collaborative filtering, Comparative advantage, Country-product space, Diversification strategy, East Asia, Economic growth, Export basket, Export diversification, Export diversification recommendation, Export diversification strategy, Export diversificiation, Export product, Export structure, Exports, Global, International trade, KNN implementation, KNN recommender, Machine learning, Personal income, Price boom, Product name, Product-space literature, RCA export, SITC product lists, WP
Publication Details
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Pages:
46
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Volume:
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DOI:
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Issue:
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Series:
Working Paper No. 2020/175
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Stock No:
WPIEA2020175
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ISBN:
9781513555959
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ISSN:
1018-5941
