How to allow user to accept SSL certificate on Android

When android user opens https website with untrusted ssl certificate in browser, he is asked if he wants to trust the certificate or not.

How to implement this behavior in my android app without accepting every certificate (as described here HTTPS GET (SSL) with Android and self-signed server certificate )

In my application, I want to fetch data from a website that is not mine and has a self signed certificate.