Bascially, without having read the link in the above post, here's a very simple explanation:
In Windows, the graphical interface allows for applications, etc to be represented by icons or in menus, which can be selected using a pointing device.
When using a command line interface, the name of the command is typed out to launch it.
Now thats a very basic explanation, and one from some of the previous year modules explaining what a CLI and GUI are.
To follow on from the above, when launching an application, certain additional parameters can be "passed" or provided to the application; this may be to run the application in a slightly different way, or to provide certain filtering techniques, or... etc.
In a CLI, these extra parameters would typically be typed after the name of the application to be run.
In a GUI, these would need to be provided in some or other way, such as editing the command to be run in the applicable icon window. for example, in Windows, this may be done by right clicking the icon, slecting Properties, and then putting the extra parameters into the 'Target' box after the command name (which resembles the CLI version of launching the application).
These extra parameters are the arguements to the application.
If you are writing an application, these arguements need to be handled by your application in order to be used. Typically, this is why there are parameters to the main() function - typically the 'int' parameter specifies the number of arguements that were provided, and then the array parameter contains the list of actual arguements that were provided, the first typically being the name of the command that was launched. Its up to your application to then provided any necessary code handling to handle any specific arguement.
For example (in Windows):
Open the command prompt (cmd).
In the command prompt window, type 'dir' (without the quote marks).
This lists the files in the current directory.
Now type in the command (again without the quote marks) 'dir /?'
This shows the parameters/arguements that can be used with the dir command.
The '/?' of the second command is an arguement to the dir application. The dir application execute, and looks if any arguements are provided, and thereafter handles known ones appropriately. In this case, the dir command detects that the /? argument was used, and so it handles it appropriately.
If the arguement '/!@' was used, it would have no effect on the dir command, since the command does not handle /!@ arguements. In this case, the dir command ignores the arguement and continues as normal.