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게시물

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뉴스/미디어

프로젝트

Targeting System
 
2017년 8월 - 2018년 2월 
designed and developed user behavior prediction system using neural network algorithm. Delivered model is used in all digital target marketing activities to maximize RoI. Input data: customer, purchase, product, review, system log, other output: purchasability by product, and customer
Hak B.Kim  Georgia Institute of Technology Industrial Engineering
540RP · Python 상위 3%
Recommender System
 
2018년 3월 - 2018년 8월 
designed and developed recommender system using ensemble of CF (neural network, association rule), unsupervised (clustering), and rule-based models. Delivered model is used on recommendation section of company’s website landing page.
Hak B.Kim  Georgia Institute of Technology Industrial Engineering
540RP · Python 상위 3%
Advanced Clustering
 
2019년 11월 | 진행중 
researching and developing advanced multi-aspect customer clustering framework, using consumer transactional data. Patent pending.
Hak B.Kim  Georgia Institute of Technology Industrial Engineering
540RP · Python 상위 3%