Dataconomy
  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
Subscribe
No Result
View All Result
Dataconomy
  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
Subscribe
No Result
View All Result
Dataconomy
No Result
View All Result

Meet Pinnability- Pinterest’s Machine Learning Tool for Personalising Your Feed

by Dataconomy News Desk
March 27, 2015
in Machine Learning, News
Home Topics Data Science Machine Learning
Share on FacebookShare on TwitterShare on LinkedInShare on WhatsAppShare on e-mail

With the aim to offer a more nuanced content to the user, Pinterest have unveiled a machine learning tool that provides the user with the most personalized and relevant Pins.

The ML tool, titled Pinnability, runs on smart feed, “and estimates the relevance score of how likely a Pinner will interact with a Pin. With accurate predictions, we prioritize those Pins with high relevance scores and show them at the top of home feed,” explains Pinterest’s software engineer Yunsong Guo.

Earlier all home feed content from each source (e.g., following and Picked For You) was put together chronologically; a newer Pin from the same source would show up before an older Pin, irrespective of the degree of interest either of the pins hold to the user. It stunted the discovery of newer more interesting pins as a low-relevance Pin could very well appear before a high-relevance one.

“We experimented with multiple machine-learning models, including LR [logistical regression], GBDT [gradient-boosted decision trees], SVM [support vector machines], and CNN, and we use AUC [area under the curve] score in 10-fold cross-validation and 90/10 train-test split settings with proper model parameters for evaluation,” he wrote in a blog post last week.

“We observed that given a fixed feature set, the winning model always tends to be either LR or GBDT for Pinnability.”


Join the Partisia Blockchain Hackathon, design the future, gain new skills, and win!


More details about the latest addition can be found here.

Image credit: Pinterest

Tags: Machine Learning NewsletterPersonalisationPinnabilitypinterestRecommender Systemssocial mediaWeekly Newsletter

Related Posts

How did ChatGPT passed an MBA exam

How did ChatGPT passed an MBA exam?

January 27, 2023
Google code red: ChatGPT and You.com like AI-powered tools threatening the search engine. Moreover, latest Apple Search rumors increased the danger.

Google code red: ChatGPT, You.com and rumors of Apple Search challenge the dominance of search giant

January 26, 2023
T-Mobile data breach 2023 explained: Learn how did the leak happen and explore T-Mobile data breach history. It is not the first time of the company

T-Mobile data breach 2023: The telecom giant got hacked eight times in the last six years

January 20, 2023
Microsoft layoffs 2023: Amazon job cuts that affect 11,000 employees explained. Big tech layoffs continue... Learn why and what will happen next.

Microsoft layoffs will affect more than 11,000 employees

January 18, 2023
Medibank Data Breach Class Action: Compensation can reach up to $20,000 per person

Medibank Data Breach Class Action: Compensation can reach up to $20,000 per person

January 16, 2023
What is DoNotPay AI Lawyer? The world's first robot lawyer ready to give $1 million to represent you. How does it work? Keep reading.

DoNotPay AI lawyer is ready to give $1 million for any case in US

January 12, 2023

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

LATEST ARTICLES

How did ChatGPT passed an MBA exam?

AI prompt engineering is the key to limitless worlds

Transform your data into a competitive advantage with AaaS

Google code red: ChatGPT, You.com and rumors of Apple Search challenge the dominance of search giant

Tome AI offers a new way to create presentations easily

Transforming data into insightful information with BI reporting

Dataconomy

COPYRIGHT © DATACONOMY MEDIA GMBH, ALL RIGHTS RESERVED.

  • About
  • Imprint
  • Contact
  • Legal & Privacy
  • Partnership
  • Writers wanted

Follow Us

  • News
  • AI
  • Big Data
  • Machine Learning
  • Trends
    • Blockchain
    • Cybersecurity
    • FinTech
    • Gaming
    • Internet of Things
    • Startups
    • Whitepapers
  • Industry
    • Energy & Environment
    • Finance
    • Healthcare
    • Industrial Goods & Services
    • Marketing & Sales
    • Retail & Consumer
    • Technology & IT
    • Transportation & Logistics
  • Events
  • About
    • About Us
    • Contact
    • Imprint
    • Legal & Privacy
    • Newsletter
    • Partner With Us
    • Writers wanted
No Result
View All Result
Subscribe

This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy Policy.