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WWW
2008
ACM
16 years 16 days ago
Topic modeling with network regularization
In this paper, we formally define the problem of topic modeling with network structure (TMN). We propose a novel solution to this problem, which regularizes a statistical topic mo...
Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai
KDD
2006
ACM
179views Data Mining» more  KDD 2006»
16 years 8 days ago
Extracting key-substring-group features for text classification
In many text classification applications, it is appealing to take every document as a string of characters rather than a bag of words. Previous research studies in this area mostl...
Dell Zhang, Wee Sun Lee
SDM
2007
SIAM
187views Data Mining» more  SDM 2007»
15 years 1 months ago
Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning
Topic modeling techniques have widespread use in text data mining applications. Some applications use batch models, which perform clustering on the document collection in aggregat...
Arindam Banerjee, Sugato Basu
WWW
2009
ACM
15 years 6 months ago
Near real time information mining in multilingual news
This paper presents a near real-time multilingual news monitoring and analysis system that forms the backbone of our research work. The system integrates technologies to address t...
Martin Atkinson, Erik Van der Goot
CIKM
2010
Springer
14 years 10 months ago
Overview of the 2nd international workshop on search and mining user-generated contents
This overview introduces the aim of the SMUC 2010 workshop, as well as the list of papers presented in the workshop. Categories and Subject Descriptors H.3 [Information Systems]: ...
José Carlos Cortizo, Francisco M. Carrero, ...