When I notice that people have a habit of ignoring my emails, I instant-message them after I send the email. If that doesn't work, I call them. If that doesn't work I walk over to their desk. If they're not at their desk, or in another building, I email their boss and ask whether the person is taking a day off.
Believe it or not, people stopped ignoring my emails.