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Topic Detection and Evolution Analysis on Microblog
Abstract : The study on topic evolution can help people to understand the ins and outs of topics. Traditional study on topic evolution is based on LDA model, but for microblog data, the effect of this model is not significant. An MLDA model is proposed in this paper, which takes microblog document relation, topic tag and authors relations into consideration. Then, the topic evolution in content and intensity is analyzed. The experiments on microblog data have shown the effectiveness and efficiency of the proposed approach to topic detection and evolution analysis on Microblog.
Cited literature [12 references]
https://hal.inria.fr/hal-01383318
Contributor : Hal Ifip <>
Submitted on : Tuesday, October 18, 2016 - 2:53:11 PM
Last modification on : Thursday, March 5, 2020 - 5:41:03 PM
Contributor : Hal Ifip <>
Submitted on : Tuesday, October 18, 2016 - 2:53:11 PM
Last modification on : Thursday, March 5, 2020 - 5:41:03 PM
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Distributed under a Creative Commons Attribution 4.0 International License