Ask HN: Personalization using Social Media

Hi all! I am working on a project where I need to look at the possibilities of using social media to personalize my website. Are there any existing websites (e-commerce or otherwise) that are using customer's social media information to personalize the user experience? Is there any research on a similar topic?

Thanks a lot!