2001 · 50 citations · 4 references
ComputingComputer ScienceInformation RetrievalNatural Language ProcessingWeb TechnologiesClassificationDocument RepresentationDocument StructureImage ClassificationWeb MiningWeb SearchAutomatic ClassificationAutomatic Text ClassificationContent ClassificationDocument ClassificationText ClassificationWeb Content MiningWeb Image RetrievalWeb Page Classification
The web is a huge repository of information and there is a need for categorizing web documents to facilitate the search and retrieval of pages. Existing algorithms rely solely on the text content of the web pages for classification. However, the web has a lot of information contained in structure, images, video etc present in the document. In this paper, we propose a method for automatic classification of web pages into a few broad categories based on the structure of the web document and the characteristics of images present in it.
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Inductive learning algorithms and representations for text categorization
Susan Dumais, John Platt, David Heckerman et al. · 1998 · 1.5K citations
Practical Issues for Automated Categorization of Web Sites
John M. Pierre · 2000 · 53 citations