In this paper, we present a novel application of sentiment analysis for exploring attitudes and opinions about risk in textual disclosures by banks.
this work (1) finds suitable data sources, (2) identifies appropriate techniques for risk sentiment analysis, and (3) analyzes risk sentiment within the last decade in order to cover the financial crisis of 2007-08 adequately.