Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Controlling access to the Internet: The role of filtering
Ethics and Information Technology
Neural Networks for Web Content Filtering
IEEE Intelligent Systems
A statistical approach to the spam problem
Linux Journal
Classifying offensive sites based on image content
Computer Vision and Image Understanding - Special issue on color for image indexing and retrieval
Shape-Based Adult Image Detection
ICIG '04 Proceedings of the Third International Conference on Image and Graphics
WebGuard: A Web Filtering Engine Combining Textual, Structural, and Visual Content-Based Analysis
IEEE Transactions on Knowledge and Data Engineering
Proceedings of the 15th international conference on World Wide Web
Naked image detection based on adaptive and extensible skin color model
Pattern Recognition
A Novel Web Page Filtering System by Combining Texts and Images
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
Free Speech and Child Protection on the Web
IEEE Internet Computing
Foundations and Trends in Web Science
An intelligent categorization engine for bilingual web content filtering
IEEE Transactions on Multimedia
Collaborative cyberporn filtering with collective intelligence
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Collaborative blacklist generation via searches-and-clicks
Proceedings of the 20th ACM international conference on Information and knowledge management
Mining search intents for collaborative cyberporn filtering
Journal of the American Society for Information Science and Technology
Objectionable content filtering by click-through data
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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This study presented an inverse chi-square based web content classification system that works along with an incremental update mechanism for incremental generation of pornographic blacklist. The proposed system, as indicated from the experimental results, can classify bilingual (English and Chinese) web pages at an average precision rate of 97.11%; while maintaining a favorably low false positive rate. Such satisfactory performance was obtained under a cost-effective parameter configuration used in inverse chi-square calculations. The proposed incremental update mechanism operates on the linking structure of pornographic hubs to locate newly added pornographic sites. The resulting blacklist has been empirically verified to be comparatively responsive to the growth dynamics of pornography sites than three public domain blacklists.