Amazon Personalize is a machine learning service that allows developers to add individualized recommendations to customers who use their applications. You can use Amazon Personalize in a variety of scenarios, such as giving users recommendations based on their preferences and behavior, personalized re-ranking of search results, and personalizing content for emails and notifications.
Questions tagged [amazon-personalize]
92 questions
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How do you give negative feedback to amazon personalize? i.e. tell personalize that a user doesn't really like a certain item?
I did the amazon personalize deep dive series on youtube. At the timestamp 8:33 in the video, it was mentioned that 'Personalize does not understand negative feedback.' and that any interaction you submit is assumed to be a positive one.
But I think…
anusha garimella
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AWS personalize REST interface for events
Is there a way to "put events" using their REST API and not an SDK?
For example in their docs I see https://docs.aws.amazon.com/personalize/latest/dg/API_UBS_PutEvents.html
POST /events HTTP/1.1
Content-type: application/json
{
"eventList": [
…
fpghost
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Pinpoint does not send event data to Kinesis
I want to use personalize for my app recommendation model. To get my Current apps analytics data. I have connected pinpoint to get the data with the help of kinesis firehose as explain in this documentation.
But when I connected kinesis data…
Ashish
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Cannot create a solution version There should be updates to at least one dataset after last active solution version with training mode set to FULL
I am having an AWS personalize solution with 3 successful solution versions trained with trainingMode = "FULL" using both AWS console and AWS SDK python. However when I tried to create a new solution version with trainingMode="UPDATE" as shown in…
channa ly
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Paginate GetRecommendations API of AWS Personalize
I'm currently try to create a recommendation page which incorporates a infinite scrolling pagination (something like Instagram Explore) but could't find a way to do it with AWS SDK out of the box.
Is there any other way to fetch the data from AWS…
Nando Sang Putra
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How to find out if Amazon Personalize is doing automatic update for the newest Solution Version
I am building a recommendation system using AWS Personalize. I have imported the required data sets with their corresponding schemas, and create a solution and a solution version with the User-Personalization recipe. From the docs, they mentioned…
datduong
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InternalServerError in Amazon Personalize : We encountered an internal error. Please try again
I am using Amazon Personalize (AWS Service) for making recommendation system. This service is expecting three datasets in the form of CSV from user named as
-> Interactions dataset
-> User dataset
-> Item dataset
I have imported User and Item…
Hamza
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AWS Personalize: Dumping User-item interaction Dataset Created By PutEvent
Following AWS Personalize documents, I successfully imported my datasets (User, Item, Interaction) from S3, created an EventTrcker, trained the model, and deployed the campaign. The solution works without any issue and I get the recommendations.
I…
user2867237
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Amazon Personalize different Event Types have different Importance
I'm developing a recommendation engine using Amazon Personalize, and found that in interaction dataset, we can input different EVENT_TYPE and corresponding EVENT_VALUE.
If I build the model with two event types (like purchase & click), can I say I…
Henry
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AWS Personalize items attributes
I'm trying to implement personalization and having problems with Items schema.
Imagine I'm Amazon, I've products their brands and their categories. In what kind of Items schema should I include this information?
Should I include brand name as string…
EralpB
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AWS Personalize sending events
I'm on the AWS personalize documentation and it says access node.js code here.
More code examples (in Node.js, Python, and Go) and AWS Lambda usage guidelines are found here.
Where is here??? I'm trying to use nodejs without using lambda. How do I…
Harry
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AWS Personalize throws bad param error using context={...}
I am working with AWS Personalize and the Python SDK (boto3). All goes well until I try to include the context param in the request. While everything works as expected within the Personalize > Campaigns UI for testing the results, when I try to…
user2966580
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AWS Personalize: Failure reason Dataset has fewer than 1000 interactions
I am trying to create an AWS Personalize solution for the first time and I am able to import all the needed data sets but then it fails when I want to start.
And when I enter the solution overview
In my first attempts to import the interactions…
Federico
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Avro schema is not valid
I am trying to save this Avro schema. I get the message that the schema is not valid. Can someone share why its not valid?
{
"type": "record",
"name": "Interactions",
"namespace": "com.amazonaws.personalize.schema",
"fields": [
…
user379888
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Getting recommendations for new users with AWS personalize
I've used AWS personalize to create a campaign that can successfully produce recommendations for the users/events/items that I have uploaded.
I now want to produce recommendations for new users - ones not in the initial dataset. I thought the way to…
Dan
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