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This paper examines the development of digital business models in the provision of flights and short-term accommodation services. It discusses the growing importance of digital intermediaries and their associated business model features, some of which provide significant value, and others which could be considered deleterious and in need of regulatory scrutiny. The paper concludes with some suggestions for regulation based on technology, algorithms and big data analytics. This could enable a more ...