Sciweavers

Share
EP
1998
Springer

Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization

9 years 1 months ago
Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization
We present and analyze the star clustering algorithm. We discuss an implementation of this algorithm that supports browsing and document retrieval through information organization. We de ne three parameters for evaluating a clustering algorithm to measure the topic separation and topic aggregation achieved by the algorithm. In the absence of benchmarks, we present a method for randomly generating clustering data. Data from our user study shows evidence that the star algorithm is e ective for organizing information.
Javed A. Aslam, Katya Pelekhov, Daniela Rus
Added 05 Aug 2010
Updated 05 Aug 2010
Type Conference
Year 1998
Where EP
Authors Javed A. Aslam, Katya Pelekhov, Daniela Rus
Comments (0)
books