An Artificial Immune System Approach To Semantic Document Classification

Greensmith, Julie ; Cayzer, Steve

HP Development Company

关键词: artificial immune system;    semantic web;    document classification;    machine learning;   

RP-ID  :  HPL-2003-141

学科分类：计算机科学（综合）

美国|英语

来源: HP Labs

【 摘 要 】

AIRS, a resource limited artificial immune classifier system, has performed well on elementary classification tasks. This paper proposes the use of this system for the more complex task of hierarchical, multi-class document classification. This information can then be applied to the realm of taxonomy mapping, an active research area with far reaching implications. Our motivation comes from the use of a personal semantic structure for ease of navigation within a set of Internet based documents. 11 Pages