머신러닝 기반 한우고기 소비지수 개발 연구

Abstract

본 연구는 가정 내 소비와 외식 소비 등 다양한 소비 상황을 종합적으로 고려하여, 우리나라 한우고기 소비 상황을 종합적으로 파악할 수 있는 지수를 개발하고자 하였다.

Purpose of Research ○ The main purpose of this study is to develop consumer-side indicators as an alternative to existing supply-based estimation methods, given the lack of direct observational data on Korean beef consumption.

○ In particular, this study develops a machine learning-based Hanwoo consumption Index that incorporates various non-price and socio-economic factors to better capture fluctuations in actual consumption.

○ Using machine learning techniques, this study derives a consumption index for Hanwoo by learning latent fluctuation patterns in consumption and expressing them as relative changes in demand intensity compared to a base year, thereby reflecting time-series trends.

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