Treffer: Automatic document clustering using topic analysis

Title:
Automatic document clustering using topic analysis
Authors:
Muscat, Robert, 2nd Computer Science Annual Workshop (CSAW’04)
Publisher Information:
University of Malta. Faculty of ICT
Publication Year:
2004
Collection:
University of Malta: OAR@UM / L-Università ta' Malta
Subject Terms:
Document clustering, Cluster analysis -- Data processing, Cluster analysis -- Computer programs, Search engines -- Technological innovations
Document Type:
Konferenz conference object
Language:
English
Relation:
https://www.um.edu.mt/library/oar//handle/123456789/22445
Availability:
https://www.um.edu.mt/library/oar//handle/123456789/22445
Rights:
info:eu-repo/semantics/openAccess ; The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder.
Accession Number:
edsbas.5135C9F9
Database:
BASE

Weitere Informationen

Web users are demanding more out of current search engines. This can be noticed by the behaviour of users when interacting with search engines [12, 28]. Besides traditional query/results interactions, other tools are springing up on the web. An example of such tools includes web document clustering systems. The idea is for the user to interact with the system by navigating through an organised hierarchy of topics. Document clustering is ideal for unspecified search goals or for the exploration of a topic by the inexpert [21]. Document clustering is there to transform the current interactions of searching through a large amount of links into an efficient interaction where the interaction is navigation through hierarchies. This report will give an overview of the major work in this area, we will also propose our current work, progress and pitfalls which are being tackled. ; peer-reviewed