Oy vey, both sides can be right depending on a few things that AREN'T mentioned. 1) are we assuming that the wheels are 100% friction free (and in neutral)? Cause that's the only way the conveyor won't have any effect on the plane's position. You're assuming the breaks aren't on, since if they were on, then you'd have the frictional force of the plane on the ground to consider.
Now that I've said that... for a plane to have enough thrust to normally take off, it would most likely be easily overcoming any frictional force caused from the wheels, so yes, it would take off, though it'll probably require a slightly higher amount of force from the propellors than on a stationary runway.
Now here's another "mind-question" that you can actually try. Get a small wheeled object and put some sort of fan/propeller on it that's barely strong enough to make it move. Place this on a piece of paper, and once it starts moving, gentily pull the paper in the opposite direction. You may find the results surprising at first (the plane "should" stay relatively still with respect to the actual ground) but there's an easy explanation: the force caused by friction on such a small object is significant when compared to a small propeller. But on a big plane, that friction would be very insignificant.
I hope this cleared things up for those of you still confused why people say it will move. If not, I can make up more things off the top of my head and see if any of them are to your satisfaction