Valuing information depends on multiple interpretations, purposes, and requirements, which makes it a wicked problem. This research aims to address the problem from a pluralistic perspective. Our approach is structured in two steps. In the first step, we seek to understand the different viewpoints regarding information valuation that have so far been developed in the related literature. Then, we suggest a model that frames information valuation from a pluralistic perspective.