Buffalo

지원 알고리즘

• Word2Vec
  • Mikolov, Tomas, et al. “Distributed representations of words and phrases and their compositionality.” Advances in neural information processing systems. 2013.
• ALS
  • Hu, Yifan, Yehuda Koren, and Chris Volinsky. “Collaborative Filtering for Implicit Feedback Datasets.” 2008 Eighth IEEE International Conference on Data Mining. Ieee, 2008.
• Bayesian Personalized Ranking Matrix Factorization
  • BPR - Bayesian Personalized Ranking from Implicit Feedback
• CoFactors
  • Liang, Dawen, et al. “Factorization meets the item embedding: Regularizing matrix factorization with item co-occurrence.” Proceedings of the 10th ACM conference on recommender systems. ACM, 2016.