Have you checked out the recommendation algorithms? I think this can be
easily done using them.
Paritosh
On 27-11-2011 15:39, Nishant Chandra wrote:
Use case is related to purchase transactions.
Sample data set:
Customer ID Acquisition time Products
101 30 June 2007 Product 1
101 12 August 2007 Product 3
101 20 December 2008 Product 4
102 10 September 2008 Product 3
102 12 September 2008 Product 5
102 20 January 2009 Product 5.....
Sample rule:
Rule ID Consequent Antecedents Support % Confidence %
Rule 1 Product 4 Product 1 then Product 3 57.1 75.0
I want to identify rules such as: after acquiring product 1 and then
product 3, customers have an increased likelihood
(75%) of purchasing product 4 next.
Thanks,
Nishant
On Sun, Nov 27, 2011 at 3:27 PM, Paritosh Ranjan<[email protected]> wrote:
Can you tell something about your use case?
Paritosh
On 27-11-2011 15:14, Nishant Chandra wrote:
Hi,
Is there any implementation for Sequential Pattern Mining in Mahout? I
see there is an implementation of Sequential Pattern Mining but I am
unsure if it can be used for my use case.
Thanks,
Nishant
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