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Table 8 Gain of using outsiders as part of the network in the score diffusion step

From: Feature-enriched author ranking in incomplete networks

 
  1. The fullnet versions incorporate outsiders in the network, i.e., they convert outsiders in insiders. Note that OTARIOS does not use outsiders as part of the network in the score diffusion step, only in the initialisation step. The mean of both NDCG and MRR is highlighted, showing that, overall, STOA methods’ performance degrades when they use outsiders as insiders