Research Article

A Hierarchical Network with User Memory Matrix for Long Sequence Recommendation

Table 1

Notations.

SymbolSizeDescription

The set of all users
The set of sessions for user
The sequence of items that generate interactions in a session
 The number of memory vectors of memory matrix
 The length of memory vector in matrix
The memory matrix of user
The -th memory vector of user
Preference vector of user
The score of positive samples
The score of negative samples