How do I determine if the user who registered is not spam?

• Require that emails be verified before registration is completed.
• Captcha
• Use Honeypot Project
• Install Akismet
• Require Facebook, Twitter, or another service for registration.

You won’t be able to stop all spam but you can fight the majority of them.