Hi,
Assuming that you are using the Universal Recommender Engine, you should have a
look at the "Queries" section here:
https://github.com/PredictionIO/template-scala-parallel-universal-recommendation#queries
Try this request instead, where the "fields" property is used to filter by
category
{
"user": "674296",
"num": 10,
"fields": [
{
"name": "categories",
"values": ["CAT1", "CAT2"],
"bias": -1
}
]
}
/magnus
________________________________
From: Hossein Bahrami <[email protected]>
Sent: Tuesday, December 13, 2016 10:55:00 AM
To: [email protected]
Subject: Customizing Recommender engine
Dear all,
I'm new to Predictionio, currently I'm using it and I managed to import (rate,
buy) events and getting pretty good results querying it. But now I want to
limit the results for items in specific categories. I've created events for
items' properties (categories) as well .
I am posting this query to engine but it seems doesn't care about the
categories and returns same result every time.
{ "user": "674296", "num": 10, "categories" : ["CAT2", "CAT1"] }
I've imported bellow events
client.create_event(event="rate",
entity_type="user",
entity_id=int(row['userid']),
target_entity_type="item",
target_entity_id=int(row['itemid']),
properties= { "rating" : float(row['rating']) });
client.create_event(
event="buy",
entity_type="user",
entity_id=int(row['userid']),
target_entity_type="item",
target_entity_id=int(row['itemid']), );
client.create_event(
event="$set",
entity_type="item",
entity_id=itemid,
properties= { "categories": itemcats }
);
Could someone give me a solution or hint to how customize this recommender
engine to take the categories into account.
Thanks in advance
Hossein
