if we want to make a prediction for user1,item1 than it's the neighbourhood
of item1. 

As you mentioned earlier I'm turning the classic recommender problem on its
side. maybe i don't understand the problem exactly, but most of the papers I
read think along this line.



srowen wrote:
> 
> No that's not my understanding of how the canonical item-based
> algorithm operates. I am still not sure what neighborhood you are
> thinking of -- neighborhood of what item?
> 
> On Fri, Feb 19, 2010 at 11:59 PM, jamborta <[email protected]> wrote:
>>
>> but generally speaking item-based recommendation is just
>> looking at the same problem from a different point of view. the centre of
>> the neighbourhood
>> is the target item.
>>
>> besides, restricting the neighbourhood size seems to improve performance.
> 
> 

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