Install Simple Tags and Convert Categories to Tags
For categorizing the articles via tag, I install a plugin for WordPress: Simple Tags. It extends the tag management from the WordPress built in native tag support.
After Installed the plugin, I converted the Categories to tags by the import function. Now all articles display it’s tag not category.
Some infomation about Simple Tags can found at here.
