Document retrieval for e-mail search and discovery using Formal Concept Analysis

被引:5
作者
Cole, R
Eklund, P
Stumme, G
机构
[1] Univ Karlsruhe, Inst Appl Informat & Formal Descript Methods, D-76128 Karlsruhe, Germany
[2] Univ Queensland, Sch Informat Technol & Elect Engn, St Lucia, Qld, Australia
关键词
D O I
10.1080/713827120
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper discusses a document discovery tool based on Conceptual Clustering by Formal Concept Analysis. The program allows users to navigate e-mail using a visual lattice metaphor rather than a tree. It implements a virtual. le structure over e-mail where files and entire directories can appear in multiple positions. The content and shape of the lattice formed by the conceptual ontology can assist in e-mail discovery. The system described provides more flexibility in retrieving stored e-mails than what is normally available in e-mail clients. The paper discusses how conceptual ontologies can leverage traditional document retrieval systems and aid knowledge discovery in document collections.
引用
收藏
页码:257 / 280
页数:24
相关论文
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