The recommendation engine could be a totally centrally-run component. 
There's nothing to gain by decentralizing this functionality.

-david

Nazareno Andrade wrote:
> Hi there,
> 
> I guess one other part missing in the idea of a freedora-like service is 
> how to run the recommendation algorithm so that the radio has an 
> interesting program. That needs historical data from as many users as 
> possible and a lot of computation.
> 
> This is not necessarily and impediment, but quite a challenge. 
> 
> best,
> nazareno
> 
> On Thu, Jan 7, 2010 at 7:35 AM, David Barrett <dbarr...@quinthar.com 
> <mailto:dbarr...@quinthar.com>> wrote:
> 
>     Daniel S. Menasche wrote:
>      >>> Would there be a way to legally implement Freedora?
>      >> History has shown the only way to succeed with any innovative music
>      >> product is to build it first and deal with the legal issues
>     later.  For
>      >> example, if this were built in a fashion that made it incredibly
>     easy to
>      >> "tip" music you like, and if it grows fast enough and enough
>     people do
>      >> it, its legality won't matter.  But if you wait to get
>     everything lined
>      >> up and signed in triplicate from the labels up front, it'll
>     never happen.
>      >
>      > The idea of "tipping"  is interesting.  But who would share their
>     credit
>      > card numbers in a system that is disseminating copyrighted content?
>      > That is tricky.
> 
>     The tipping needn't be secret or decentralized; it can happen totally in
>     the clear using a standard, centralized, completely legal and legit web
>     service.  There's no reason to decentralize this part.
> 
>     The only part that requires decentralization is the transport layer.
> 
> 
>      >>> For instance, what if the files were automatically encrypted
>     while being
>      >>> downloaded, and could be streamed only by a special player, in
>     agreement
>      >>> with the music companies? The special player could, for instance,
>      >>> download commercials from time to time?
>      >> Nothing that requires the sign off of the record companies has ever
>      >> succeeded.  I wouldn't recommend trying to break new ground there.
>      >
>      > Well, Pandora, SpotFree and others succeeded!
> 
>     Hah, no, success is profitability or selling to a bigger sucker.
>     Neither of those have happened, and so far as I can tell, neither will
>     -- the economics of cheap/ad-supported webcasting are simply impossible,
>     and nobody who's tried has ever demonstrated otherwise.  Bleeding
>     through investor money at a frantic pace is not success; it's just
>     slow-motion failure.
> 
>     -david
> 
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