Title :
Experimental studies on pornographic web filtering techniques
Author :
Chantrapornchai, C. ; Promsombat, C. ; Charuenrutsatien, T. ; Suttirut, K.
Author_Institution :
Dept. of Comput, Silpakorn Univ., Bangkok
Abstract :
In this work, we compare various text-based pornographic Web filtering techniques. The techniques include blacklist and keyword blocking. The technique called SV is modified to extract a representative feature vector. Each test Web pagepsilas feature is extracted and gathered as a vector. The vector is then summarized and compared with the global representative vector to justify whether the Web page is pornographic or not. The experiments tested on the traces of the log file show that the representative-based algorithm performed well in overall compared with keyword blocking algorithm.
Keywords :
Web sites; text analysis; Web page; blacklist; keyword blocking; pornographic Web filtering; representative feature vector; text analysis; Databases; Feature extraction; Information filtering; Information filters; Internet; Iterative algorithms; Protection; Testing; Text categorization; Web pages; Improper web filtering; proxy server; similarity vector; web classification;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2008. ECTI-CON 2008. 5th International Conference on
Conference_Location :
Krabi
Print_ISBN :
978-1-4244-2101-5
Electronic_ISBN :
978-1-4244-2102-2
DOI :
10.1109/ECTICON.2008.4600384