AI Briefing#recommendation-system
The latest AI and developer news about #recommendation-system, with the original source and a short summary.
The latest AI and developer news about #recommendation-system, with the original source and a short summary.
The Recommendation Team under Kakao's Community Data Center introduced the development of recommendation algorithms for services such as Melon and KakaoTalk, as well as its organizational culture.
The session introduced the principles of recommending similar songs and tags using mel-spectrograms and denoising autoencoders on a dataset of tens of millions of tracks.
Data analysis from the Kakao Arena 3rd competition revealed that 51% of songs are duplicated across playlists, with the 'Mood Change' tag appearing most frequently.
Scenario 1 was solved by approximately 62% of candidates, while Scenario 2 was solved by about 4%.
It covers major development trends and statistical information, including the release of Node.js 6 and the open-sourcing of React Native.
Kakao revealed the architecture and operational technologies of its real-time recommendation system 'Rubix', highlighting 99.998% availability and the ability to handle 200,000 QPS during peak times.
Upstage won the Best Paper Honorable Mention Award at WSDM 2023 for recognizing excellence in session-based recommendation technology.
Upstage has unveiled an OCR and recommendation API series.
Upstage and Lotte Shopping will collaborate on developing retail-specialized generative AI services.
Upstage and LG Uplus are launching the 'AI Ground' personalized recommendation AI competition.
Upstage will host 'Upstage Talks,' inviting RecSys 2022 paper authors to share the latest trends in AI recommendation technology.
Upstage ranked 12th overall at the ACM RecSys Challenge 2022, the highest result among Korean companies.
Upstage and KB Kookmin Bank have signed a strategic agreement to build AI services for the financial sector.
Upstage introduced its AI Pack for financial innovation at IDB Sustainability Week.
Upstage will upgrade LG Uplus's video search with meaning-based AI.