Supervised Categorization of Javascript using Program Analysis Features

Wei Lu and Min-Yen Kan

AIRS 2005 (Jeju Island, Korea)

15/22

Contextual Analysis

•Extracting information from the context of the enclosing web page

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This title implicitly indicates JavaScript is employed in a game

JavaScript associated with this button is likely to reset a form


	As JavaScript appears on Web pages, we also investigated whether certain helpful features can be extracted from the enclosing Web page of the JavaScript.
	For example, we have a Web page titled “A JavaScript Tic Tac Toe Game”. This title implicitly indicates JavaScript appearing on the page is going to be employed in a game.
	The button with a value “Reset” is likely used to restore the default values in the form.