BestHub
Sign in
Tag

user preference mining

0 views collected around this technical thread.

DataFunTalk
DataFunTalk
Jan 7, 2021 · Artificial Intelligence

User Preference Mining and Modeling Practices at Beike

This article introduces the concept of user preference mining, discusses challenges such as accurate expression, interpretability, and high-dimensional preferences, reviews statistical and model-based approaches including weighting, decay, XGBoost, DNN, LSTM, Seq4Rec, and Deep Interest Network, and describes their practical implementation at Beike.

BeikeLSTMRecommendation systems
0 likes · 19 min read
User Preference Mining and Modeling Practices at Beike
Beike Product & Technology
Beike Product & Technology
Sep 17, 2020 · Artificial Intelligence

User Preference Mining in Real Estate: Techniques and Applications

This paper explores user preference mining techniques in real estate, utilizing statistical methods and machine learning models like XGBoost, LSTM, and Seq4Rec to address challenges in high-dimensional, sparse data, enhancing personalized recommendations and marketing strategies.

Artificial IntelligenceReal EstateRecommendation systems
0 likes · 15 min read
User Preference Mining in Real Estate: Techniques and Applications