基本信息
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职业迁徙
个人简介
I am currently a data scientist & project lead at Daumkakao Corp.
I have developed my career as an experienced expert both on practical and academic side on the area of recommendation, audience targeting, relevance ranking, data mining, machine learning, big data analysis and their related topics.
I have led a project to build a personalized audience targeting system for Kakao Story Performance AD(카카오스토리 성과형 광고). The targeting algorithms were also designed & prototyped by myself. The project has been successfully completed and considered one of the biggest impact projects both on business and technical side at Kakao in 2014.
Before joining to Daumkakao Corp, I worked at Samsung Electronics, located in Suwon Korea, and led an engineering team focusing on developing recommendation platforms and contextual services for Samsung Smart TV and Galaxy mobile phones. The team consisted of 120 internal and external engineers.
Before joining to Samsung, I was a research member of Yahoo "CORE"(Content Optimization Relevance Engine) team which was previous called COKE(Content Optimization Knowledge Engine) team located in Sunnyvale US. The team's role was to design and develop a new content publishing system that selected articles to serve to a user, choosing from an editorially programmed pool that was frequently refreshed. It was deployed on the Yahoo! Today Module, located on the center of Yahoo! homepage, the most visited webpage on the Web.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
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mag(2013)
引用24浏览0引用
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Data Miningpp.507-516, (2011)
RECSYSpp.21-28, (2009)
KDDpp.1097-1104, (2009)
WWWpp.691-700, (2009)
NIPS'08: Proceedings of the 21st International Conference on Neural Information Processing Systemspp.17-24, (2008)
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