Three month delay in reviewing the revision of paper, Editor doesn't even answer the email I've submitted a paper in an ISI journal, i.e. in Taylor and Francis. The first submission date of the manuscript was 30-May-2014. We received the first revision result on 27-July-2014. Hopefully, the result of reviewing our paper was optimistic as the paper status was accept with change; we had only some minor comments. We submitted the answer of revision on 15 Aug. They didn't reply our revision yet. 

So, I've sent an e-mail to the  Editor in chief, but he didn't even reply our email. 
The handling editor identity is not available for us. What is your proposal in this case?
I agree that three months seem a little excessive for checking your revisions and providing a verdict. Since you received a minor revision on your first version, there does not seem to be any point of additional review so the manuscript must be with the editors still. Since the review process seems to have passed fairly quickly, there does not seem to be a general problem of a slow journal. Therefore, there can be a very reasonable explanation for the delay.

So, the only option forward is to contact the editors again. You should also check to see if there are more than only one "point of entrance" to the editors of the journal. If there are you may try another. Also, in case you have not done so, do check your junk mail folder to see if some form mail from the journal has been redirected by mistake. This occasionally happens if journals use such systems. Unfortunately there are no other routes to go other than to repeat the attempts to contact. A reasonable period is perhaps around three weeks between contact attempts.