Mining Class Association Rules for Word Sense Disambiguation

被引：0

作者：

Kobylinski, Lukasz ^{[1
]}

机构：

[1] Polish Acad Sci, Inst Comp Sci, PL-01237 Warsaw, Poland

来源：

SECURITY AND INTELLIGENT INFORMATION SYSTEMS | 2012年 / 7053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 propose an approach to the task of Word Sense Disambiguation problem that uses Class Association Rules to create an effective and human-understandable rule-based classifier. We present the accuracy of classification of selected polysemous words on an evaluation corpus using the proposed method and compare it to other known approaches. We discuss the advantages and weaknesses of a classifier based on association rules and present ideas for future work on the idea.

引用

页码：307 / 317

页数：11

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