Fast weighted CP decomposition for context-aware recommendation with explicit and implicit feedback
作者：
Highlights：
• A fast weighted CP decomposition model for context-aware recommendation.
• Unifying explicit and implicit feedback by assigning non-uniform weights.
• Reducing computation time by element-wise alternating least squares.
• A simple and effective multi-threaded computing scheme for above model.
摘要
•A fast weighted CP decomposition model for context-aware recommendation.•Unifying explicit and implicit feedback by assigning non-uniform weights.•Reducing computation time by element-wise alternating least squares.•A simple and effective multi-threaded computing scheme for above model.
论文关键词：Context-aware recommendation,Tensor factorization,Explicit and implicit feedback,Element-wise alternating least squares,Parallel optimization
论文评审过程：Received 17 November 2021, Revised 11 May 2022, Accepted 12 May 2022, Available online 18 May 2022, Version of Record 27 May 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.117591
