Concept indexing for automated text categorization

被引：0
|
作者：
Gómez, JM
Cortizo, JC
Puertas, E
Ruiz, M
机构：
[1] Univ Europea Madrid, Madrid 28670, Spain
[2] AINet Solut, Madrid 28943, Spain
来源：
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS | 2004年 / 3136卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper we explore the potential of concept indexing with WordNet synsets for Text Categorization, in comparison with the traditional bag of words text representation model. We have performed a series of experiments in which we also test the possibility of using simple yet robust disambiguation methods for concept indexing, and the effectiveness of stoplist-filtering and stemming on the SemCor semantic concordance. Results are not conclusive yet promising.
引用
收藏
页码：195 / 206
页数：12
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