Query-Specific Recency Ranking : Survival Analysis for Improved Microblog Retrieval

We offer a preliminary application of survival analysis to the problem of ranking documents in a time-aware setting. Specifically, we focus on microblog retrieval where recency is often positively correlated with relevance. We propose a method of temporal retrieval based on estimation of an exponential distribution’s parameter by use of partial maximum likelihood.