Text categorization using compression models (2000)
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by
Eibe Frank
,
Chang Chui
,
Ian H. Witten
| Venue: | In Proceedings of DCC-00, IEEE Data Compression Conference, Snowbird, US |
| Citations: | 21 - 1 self |
BibTeX
@INPROCEEDINGS{Frank00textcategorization,
author = {Eibe Frank and Chang Chui and Ian H. Witten},
title = {Text categorization using compression models},
booktitle = {In Proceedings of DCC-00, IEEE Data Compression Conference, Snowbird, US},
year = {2000},
pages = {200--209},
publisher = {IEEE Computer Society Press}
}
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Abstract
Text categorization, or the assignment of natural language texts to predefined categories based on their content, is of growing importance as the volume of information available on the internet continues to overwhelm us. The use of predefined categories implies a “supervised learning ” approach to categorization, where already-classified articles—which
