Social media analytics and value creation in urban smart tourism ecosystems.

•We model an urban smart tourism ecosystem enabled by social media analytics.•A demonstration case using 600,000 Twitter messages in San Francisco is introduced.•We conduct a combination of spatial and semantic analyses on the data set.•Insights on user presence and environmental and topical engagement are revealed.•We formulate value propositions for various stakeholders in the ecosystem.