We Need This: A Maps App That Algorithmically Finds You the Scenic Route (opens in new tab)

Unfortunately, the routes for London are rubbish. "Beautiful" goes down Kingsway which is concrete-ugly dual rat run; "Quiet" goes across the Millennium Bridge which has about a million people an hour.

Link to paper: http://arxiv.org/abs/1407.1031