Recommending Items using Association Rule Mining
$begingroup$
I am building a recommendation system where if we add an item to a cart, it will recommend the most relevant item corresponding to that item. (More that one item can be recommended).
I applied an Apriori Algorithm on transaction history and then calculated the support, confidence, and lift.
Let's say that I have 3 items in a cart (A,B,C). For A, the top 3 most bought products are (A1,A2,A3). Similarly, for B and C, the most frequently bought items together are (B1,B2,B3) and (C1,C2,C3). When a user adds A,B,C into their cart, I have to show only 3 items. Which items should I recommend?
recommender-system association-rules
edited yesterday
Ethan
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
$endgroup$
add a comment |
$begingroup$
I am building a recommendation system where if we add an item to a cart, it will recommend the most relevant item corresponding to that item. (More that one item can be recommended).
I applied an Apriori Algorithm on transaction history and then calculated the support, confidence, and lift.
Let's say that I have 3 items in a cart (A,B,C). For A, the top 3 most bought products are (A1,A2,A3). Similarly, for B and C, the most frequently bought items together are (B1,B2,B3) and (C1,C2,C3). When a user adds A,B,C into their cart, I have to show only 3 items. Which items should I recommend?
recommender-system association-rules
edited yesterday
Ethan
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
$endgroup$
add a comment |
$begingroup$
I am building a recommendation system where if we add an item to a cart, it will recommend the most relevant item corresponding to that item. (More that one item can be recommended).
I applied an Apriori Algorithm on transaction history and then calculated the support, confidence, and lift.
Let's say that I have 3 items in a cart (A,B,C). For A, the top 3 most bought products are (A1,A2,A3). Similarly, for B and C, the most frequently bought items together are (B1,B2,B3) and (C1,C2,C3). When a user adds A,B,C into their cart, I have to show only 3 items. Which items should I recommend?
recommender-system association-rules
edited yesterday
Ethan
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
$endgroup$
I am building a recommendation system where if we add an item to a cart, it will recommend the most relevant item corresponding to that item. (More that one item can be recommended).
I applied an Apriori Algorithm on transaction history and then calculated the support, confidence, and lift.
Let's say that I have 3 items in a cart (A,B,C). For A, the top 3 most bought products are (A1,A2,A3). Similarly, for B and C, the most frequently bought items together are (B1,B2,B3) and (C1,C2,C3). When a user adds A,B,C into their cart, I have to show only 3 items. Which items should I recommend?
recommender-system association-rules
recommender-system association-rules
edited yesterday
Ethan
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
edited yesterday
Ethan
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
edited yesterday
Ethan
455220
edited yesterday
Ethan
455220
edited yesterday
Ethan
455220
455220
asked yesterday
DheerajkhannaDheerajkhanna
64
asked yesterday
DheerajkhannaDheerajkhanna
64
asked yesterday
DheerajkhannaDheerajkhanna
64
64
add a comment |
add a comment |
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