International Journal of Artificial Intelligence & Applications · 2012 · 248 citations · 40 references
ComputingComputer ScienceMachine LearningNatural Language ProcessingText AnalyticsClassificationInformation ExtractionSupport Vector MachinesText MiningText RepresentationAutomated Text ClassificationDocument ClassificationText CategorizationText Classification
As most information (over 80%) is stored as text, text mining is believed to have a high commercial potential value. knowledge may be discovered from many sources of information; yet, unstructured texts remain the largest readily available source of knowledge .Text classification which classifies the documents according to predefined categories .In this paper we are tried to give the introduction of text classification, process of text classification as well as the overview of the classifiers and tried to compare the some existing classifier on basis of few criteria like time complexity, principal and performance.
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A re-examination of text categorization methods
Yiming Yang, Xin Liu · 1999 · 2.7K citations · Full text
Inductive learning algorithms and representations for text categorization
Susan Dumais, John Platt, David Heckerman et al. · 1998 · 1.5K citations