Closest to our work, is the series of work on bug report severity prediction by Menzies and Marcus [16], Lamkanfi et al. [13], [14], and our own previous work [27].
closer to
Closer to our work, in as much as some prediction is being made based on observed rules, are the approaches that use the textual similarity between bug descriptions to assign bugs to developers