A Fast Algorithm for Hierarchical Text Classification

Text classification is becoming more important with the proliferation of the Internet and the huge amount of data it transfers. We present an efficient algorithm for text classification using hierarchical classifiers based on a concept hierarchy. The simple TFIDF classifier is chosen to train sample...

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Bibliographische Detailangaben

Hauptverfasser:	Chuang, Wesley T., Tiyyagura, Asok, Yang, Jihoon, Giuffrida, Giovanni
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Classi Cation Concept Hierarchy Content analysis Exact sciences and technology Feature Subset Selection Indexing. Classification. Abstracting. Syntheses Information and communication sciences Information and document structure and analysis Information processing and retrieval Information retrieval systems. Information and document management system Information science. Documentation Inverse Document Frequency Miscellaneous Sciences and techniques of general use Unlabeled Data
Online-Zugang:	Volltext
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