Oh, thank you for reminding again. My initial search was not thorough enough so I didn't realize the solution proposed applies to the new version 1.3.9h as well. After your advice, I went through these threads again, and followed the instruction from the below thread #27 and fixed the problem. Thank you!

http://www.zen-cart.com/forum/showthread.php?t=171314