Research Article

S2NMF: Information Self-Enhancement Self-Supervised Nonnegative Matrix Factorization for Recommendation

Table 1

Symbol description.

SymbolDefinition

Number of users
Number of projects
Set of users,
Set of projects,
User-item interaction matrix, the elements are generally nonnegative scores
The predicted user-item interaction matrix
The basis matrix
The data in the reduced feature space, also called the combined coefficient matrix of the basis
The community indication matrix
The number of repetitions of matrix decomposition