What would be the best Adobe solution to create an interactive digital publication such as the following example: http://digimag.unlimitedmagazine.co.nz/#folio=1
Thanks in advance
There's no clear answer to this, each one has advantages and disadvantages (or limitations).
There's PDFs, and there's fixed layout ePub for example. Alternatively, have you looked at the Adobe Publishing Suite - free with the Creative Cloud, but the output for Mac only devices, unless you subscribe to the expensive versions:
Bob Levine has a tutorial on APS on Lynda.com and it has its own Adobe forum.
While a Mac is required for the actual publishing and submission process,
DPS work can be done on Windows as well.