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A Concept-Driven Algorithm for Clustering Search Results

IEEE Intelligent SystemsPublished 1 May 2005
Stanisław Osiński, Dawid Weiss
Citations253
SJR quartileQ1
SJR score1.33
SNIP2.01

TL;DR

The Lingo algorithm combines common phrase discovery and latent semantic indexing techniques to separate search results into meaningful groups.

Abstract

Without search engines, the Internet would be an enormous amount of disorganized information that would certainly be interesting but perhaps not very useful. Search engines help us in all kinds of tasks and are constantly improving result relevance. The Lingo algorithm combines common phrase discovery and latent semantic indexing techniques to separate search results into meaningful groups. It looks for meaningful phrases to use as cluster labels and then assigns documents to the labels to form groups.

Keywords

Computer Science