Hey Shen, find out when the dot com expires (you can look it up) and mark the date on your calendar. The day after it expires try to buy it. ,often people not using website names they have "parked" forget to renew. If they're asleep at the switch you can get the name.

OTOH if they renew they may entertain an offer to sell at a reasonable price.