Argument - mainly just disagreements; using words to try to convince the other person to accept what you're saying. You're just persuading him/her by all means to change his/her opinion.
Argumentation - your line of thinking or reasoning to get to a logical conclusion. A discussion of different ideas. This follows certain procedural rules like in debates and dialogues.