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Information Organization Algorithms Javed Aslam Katya Pelekhov Daniela Rus
 

Summary: Information Organization Algorithms
Javed Aslam Katya Pelekhov Daniela Rus
Department of Computer Science
Dartmouth College
Hanover, NH 03755
Abstract
In this paper we present a system for static and
dynamic information organization and show our eval-
uations of this system on TREC data. We intro-
duce the off-line and on-line star clustering algorithms
for information organization. Our evaluation exper-
iments show that the off-line star algorithm outper-
forms the single link and average link clustering algo-
rithms. Since the star algorithm is also highly efficient
and simple to implement, we advocate its use for tasks
that require clustering, such as information organiza-
tion, browsing, filtering, routing, topic tracking, and
new topic detection.
1 Introduction
Modern information systems have vast amounts of

  

Source: Aslam, Javed - College of Computer Science, Northeastern University

 

Collections: Computer Technologies and Information Sciences