PERSONALIZED RECOMMENDATION METHOD AND SYSTEM, AND COMPUTER-READABLE RECORD MEDIUM

摘要

Provided is a method, system, and a computer-readable record medium for providing a personalized recommendation of products. The method of providing a personalized recommendation of products may include obtaining a first recommendation result using each of two or more single recommendation algorithms, performing a first performance evaluation, using a processor, with respect to the first recommendation result from each of the single recommendation algorithms, obtaining a second recommendation result based on the first recommendation result from each of the two or more single recommendation algorithms using a hybrid recommendation algorithm, the hybrid recommendation algorithms being different than each of the two or more single recommendation algorithms, performing a second performance evaluation, using the processor, with respect to the second recommendation result from the hybrid recommendation algorithm, and listing product recommendations after selecting a recommendation algorithm having a priority using the first performance evaluation and the second performance evaluation.

主权项

1. A method of providing a personalized recommendation of products, comprising:
obtaining a first recommendation result using each of two or more single recommendation algorithms; performing a first performance evaluation, using a processor, with respect to the first recommendation result from each of the single recommendation algorithms; obtaining a second recommendation result based on the first recommendation result from each of the two or more single recommendation algorithms using a hybrid recommendation algorithm, the hybrid recommendation algorithms being different than each of the two or more single recommendation algorithms; performing a second performance evaluation, using the processor, with respect to the second recommendation result from the hybrid recommendation algorithm; and listing product recommendations after selecting a recommendation algorithm having a priority using the first performance evaluation and the second performance evaluation.