Cluster-based recommenders

2012-03-12 Thread Ahmed Abdeen Hamed
Hello friends, I am considering the use of Cluster-based recommender for a problem that I am solving. However, what I am trying to do the mirror or how cluster-based is doing. Specifically, cluster-based clusters users to groups then recommends items to each cluster. Would it be possible for me

Re: Cluster-based recommenders

2012-03-12 Thread Sean Owen
Sure -- to do this, you simply flip your items and users. Feed item IDs as user IDs and vice versa. Then you have a system that recommends users to items, really. And you can use clustering if you like, to do that. In fact you can use any algorithm. Sean On Mon, Mar 12, 2012 at 1:56 PM, Ahmed

Re: Cluster-based recommenders

2012-03-12 Thread Ahmed Abdeen Hamed
This is really great. Thanks so much! -Ahmed On Mon, Mar 12, 2012 at 12:13 PM, Sean Owen sro...@gmail.com wrote: Sure -- to do this, you simply flip your items and users. Feed item IDs as user IDs and vice versa. Then you have a system that recommends users to items, really. And you can use

Re: Cluster-based recommenders

2012-03-12 Thread Ted Dunning
Be aware that cluster based recommenders almost never perform as well as user/item based recommenders. On Mon, Mar 12, 2012 at 10:03 AM, Ahmed Abdeen Hamed ahmed.elma...@gmail.com wrote: This is really great. Thanks so much! -Ahmed On Mon, Mar 12, 2012 at 12:13 PM, Sean Owen sro

Re: Cluster-based recommenders

2012-03-12 Thread Ahmed Abdeen Hamed
Thanks for the heads up. I will keep that in mind! -Ahmed On Mon, Mar 12, 2012 at 1:49 PM, Ted Dunning ted.dunn...@gmail.com wrote: Be aware that cluster based recommenders almost never perform as well as user/item based recommenders.

Re: Cluster-based recommenders

2012-03-12 Thread Ahmed Abdeen Hamed
, -Ahmed On Mon, Mar 12, 2012 at 1:49 PM, Ted Dunning ted.dunn...@gmail.com wrote: Be aware that cluster based recommenders almost never perform as well as user/item based recommenders.

Re: Cluster-based recommenders

2012-03-12 Thread Ahmed Abdeen Hamed
This makes perfect sense! Thanks again, -Ahmed On Mon, Mar 12, 2012 at 6:20 PM, Sean Owen sro...@gmail.com wrote: You can set a threshold rather than a count -- that's about as much as that bit of code does in this regard.