Paper Info
Title
Formal Concept Analysis for Domain-Specific Document Retrieval Systems
Abstract
Domain-specific information retrieval normally depends on general search engines, or systems which support browsing using handcrafted organisation of documents, but such systems are costly to build and maintain. An alternative approach for specialised domains is to build a retrieval system incrementally and dynamically by allowing users to evolve their own organisation of documents and to assist them in ensuring improvement of the system's performance as it evolves. This paper describes a browsing mechanism for such a system based on the concept lattice of Formal Concept Analysis (FCA) in cooperation with incremental knowledge acquisition mechanisms. Our experience with a prototype suggests that a browsing scheme for a specific domain can be able to be collaboratively created and maintained by multiple users over time. It also appears that the concept lattice of FCA is a useful way of supporting the flexible open management of documents required by individuals, small communities or in specialised domains.
Year
DOI
Venue
2001
10.1007/3-540-45656-2_21
Australian Joint Conference on Artificial Intelligence
Keywords
Field
DocType
own organisation,retrieval system incrementally,browsing mechanism,domain-specific document retrieval systems,formal concept analysis,handcrafted organisation,alternative approach,domain-specific information retrieval,concept lattice,browsing scheme,specialised domain,search engine,information retrieval,document retrieval
Search engine,Information retrieval,Computer science,Document retrieval,Formal concept analysis,Knowledge acquisition
Conference
ISBN
Citations 
PageRank 
3-540-42960-3
14
1.16
References 
Authors
12
2
Name
Order
Citations
PageRank
Mihye Kim17414.31
Paul Compton248144.59