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» Finding Topics in Dynamical Text: Application to Chat Line D...
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WWW
2001
ACM
14 years 11 months ago
Finding Topics in Dynamical Text: Application to Chat Line Discussions
Ella Bingham, Ata Kabán, Mark Girolami
JIIS
2002
114views more  JIIS 2002»
13 years 10 months ago
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
Abstract. We propose a novel probabilistic method, based on latent variable models, for unsupervised topographic visualisation of dynamically evolving, coherent textual information...
Ata Kabán, Mark Girolami
FCSC
2010
238views more  FCSC 2010»
13 years 8 months ago
Knowledge discovery through directed probabilistic topic models: a survey
Graphical models have become the basic framework for topic based probabilistic modeling. Especially models with latent variables have proved to be effective in capturing hidden str...
Ali Daud, Juanzi Li, Lizhu Zhou, Faqir Muhammad
EUROISI
2008
14 years 19 days ago
Buzz Monitoring in Word Space
This paper discusses the task of tracking mentions of some topically interesting textual entity from a continuously and dynamically changing flow of text, such as a news feed, the ...
Magnus Sahlgren, Jussi Karlgren