I am trying to make logical sense about why DCG is metric is formulated as such but I am not able to understand what's the need of taking the log of (1 + rank) term. Can you help me undestand the significance of log here?
For example, here is a graph of the ranking measures using NDCG@k, where only the top k entries in the ranked list are considered: