[Research] Seung Hyun Kim, a Master’s degree student from Professor Jong Wuk Lee’s Research Lab, Publishes a Paper in WWW
- College of Software and Engineering
- Hit752
- 2019-06-24
Seung Hyun Kim, a Master’s degree student from Professor Jong Wuk Lee’s Research Lab, Publishes a Paper in WWW
Seung Hyun Kim, a Mater’s degree student from Professor Jong Wuk Lee’s research lab published a paper on “Dual Neural Personalized Ranking” in International Conference on World Wide Web (WWW) 2019. WWW is one of the top conferences that has ever existed in data mining. In his paper, improvement of Bayesian Personalized Ranking model was demonstrated by applying an algorithm that uses pair-wise preference between user and item. The algorithm distinguished items into preferred and non-preferred based on the individual users. This improvement solved data scarcity problem by allowing it to learn through representation of the users and items in embedding space.