Skip to main content

Recommender engine - Part 2: How does Recommendation work and how to use it?

3. How does it work?
Content-based recommendation
User-behaviour-based recommendation 


4. How to apply it to your website? 
Third-party service 
Do it your own, coursera website 



https://articles.uie.com/recommendation_systems/

http://fortune.com/2012/07/30/amazons-recommendation-secret/
https://www.quora.com/How-much-sales-lift-is-attributed-to-Amazons-recommendation-engine
http://glinden.blogspot.com/2006/12/35-of-sales-from-recommendations.html

https://articles.uie.com/recommendation_systems/

https://www.quora.com/What-are-the-benefits-of-using-product-recommendations-on-my-e-commerce-site

Comments

Post a Comment

Popular posts from this blog

HTTP_REFERER

A friend of mine ask me if a server can know where we come from before we go to that server (referal link). YES. This information is the field "HTTP_REFERRER" in $_SERVER of the coming request. Here is an example: http://113.161.96.198/referal/ For the reason of SEO, some guys do not want any server know about this referal link that points to their own server. Here are some solutions: HTML5: Add norefer attribute   No REFERRER PHP redirect: <?php header( 'Location: http://113.161.96.198/referal/ ' ) ; ?> .... lot of solutions lol
Post a Comment
Read more

PHP json_encode return empty array [] instead of empty object {}

Problem: Get below array for example.  $status = array ( "message" => "error" , "club_id" => $_club_id , "status" => "1" , "membership_info" => array (), ); This array will be encoded in json format echo json_encode($status); This function return json: {"message":"error","club_id":275,"status":"1","membership_info": [] } Notice the empty array [], it is not consistent, it should be an empty object {} {"message":"error","club_id":275,"status":"1","membership_info": {} } The cause: This problem is caused by the called function array(), which yields an empty array [] Solution: There are 2 solutions for this issue: Solution 1: Call new stdClass instead of array(), stdClass generates an empty object {} Solution 2: The above solution is complex in case there are plenty of arr...
1 comment
Read more

Fix cross domain in ajax request

Follow this sample ajax request $.ajax({    "type": 'POST',    "url": url,     "crossDomain": true,    "data": params,    "dataType": 'json',    "async": false,    "success": function(data){ done_fn(data, is_test);    },    "error": function (jqXHR) { var data = $.parseJSON(jqXHR.responseText); $("#results").text(data.message);    } }); The keys are crossDomain: true and async: false Hope to help many people.
Post a Comment
Read more