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Exploiting internal and external semantics for the clustering of short texts using world knowledge

Published 2 November 2009Open access
Xia Hu, Nan Sun, Chao Zhang, Tat‐Seng Chua
Citations249
SJR quartileQ4
SJR score0.11
SNIP0.06
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TL;DR

The proposed method employs a hierarchical three-level structure to tackle the data sparsity problem of original short texts and reconstruct the corresponding feature space with the integration of multiple semantic knowledge bases -- Wikipedia and WordNet.

Abstract

10.1145/1645953.1646071

Keywords

Computer Science