An Implicit Preference-Aware Sequential Recommendation Method Based on Knowledge Graph

Figure 2

Framework of IPAKG. There are mainly five components in IPAKG, including knowledge graph-embedding representation layer, preference dependence-aware layer, preference-evolving layer, behavior preference activation layer, and preference attention layer. The prediction score of each item is obtained through the multilayer perceptron.