284 search results - page 4 / 57 » Semantic Correlation Network Based Text Clustering |
SKG
2005
IEEE
13 years 11 months ago
2005
IEEE
Most existing Peer-to-peer (P2P) systems support only title-based searches, which can not satisfy the content searches. In this paper, we proposed a semantic correlativity model wh...
CSE
2009
IEEE
14 years 15 days ago
2009
IEEE
—We introduce a novel set of social network analysis based algorithms for mining the Web, blogs, and online forums to identify trends and find the people launching these new tren...
CIS
2005
Springer
13 years 11 months ago
2005
Springer
Different from familiar clustering objects, text documents have sparse data spaces. A common way of representing a document is as a bag of its component words, but the semantic re...
SIGIR
2008
ACM
13 years 5 months ago
2008
ACM
Most traditional text clustering methods are based on "bag of words" (BOW) representation based on frequency statistics in a set of documents. BOW, however, ignores the ...
MMM
2011
Springer
12 years 9 months ago
2011
Springer
Probabilistic Latent Semantic Analysis (PLSA) has become a popular topic model for image clustering. However, the traditional PLSA method considers each image (document) independen...