Review Article

A Survey of Long-Tail Item Recommendation Methods

Table 4

The summary on graph-based long-tail item recommendation methods.

Ref.DatasetsMain evaluation metricsProposed methods

[17]MovieLens, DoubanRecall, popularity, diversity, noveltyHT, AT, AC1, AC2
[21]MovieLensRecall, diversityMethod based on tripartite graph and Markov chain
[22]MovieLensRecall, diversityExtended tripartite graph method (based on [21])