Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Machine learning in automated text categorization
ACM Computing Surveys (CSUR)
A Comparative Study on Feature Selection in Text Categorization
ICML '97 Proceedings of the Fourteenth International Conference on Machine Learning
Hypertext Categorization using Hyperlink Patterns and Meta Data
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Automatic Web Rating: Filtering Obscene Content on the Web
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
Text chunking based on a generalization of winnow
The Journal of Machine Learning Research
Structured multimedia document classification
Proceedings of the 2003 ACM symposium on Document engineering
Named entity recognition: a maximum entropy approach using global information
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Named Entity Extraction using AdaBoost
COLING-02 proceedings of the 6th conference on Natural language learning - Volume 20
RENS --- Enabling a Robot to Identify a Person
ICIRA '09 Proceedings of the 2nd International Conference on Intelligent Robotics and Applications
WIA: a web inspection architecture
International Journal of Knowledge and Web Intelligence
| Hi-index | 0.00 |
Effective Web content filtering is a necessity in educational and workplace environments, but current approaches are far from perfect. We discuss a model for text-based intelligent Web content filtering, in which shallow linguistic analysis plays a key role. In order to demonstrate how this model can be realized, we have developed a lexical Named Entity Recognition system, and used it to improve the effectiveness of statistical Automated Text Categorization methods. We have performed several experiments that confirm this fact, and encourage the integration of other shallow linguistic processing techniques in intelligent Web content filtering.