An Interactive System for Visual Analytics of Dynamic Topic Models

Author:

Günnemann Nikou,Derntl Michael,Klamma Ralf,Jarke Matthias

Publisher

Springer Science and Business Media LLC

Subject

General Earth and Planetary Sciences,General Environmental Science

Reference23 articles.

1. Ahmed A, Xing EP (2010) Timeline: a dynamic hierarchical Dirichlet process model for recovering birth/death and evolution of topics in text stream. In: Conference on uncertainty in artificial intelligence (UAI), pp 20–29

2. Blei DM (2012) Probabilistic topic models. Commun ACM 55(4):77–84

3. Blei DM, Lafferty JD (2006) Dynamic topic models. In: International conference on machine learning (ICML), pp 113–120

4. Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res 3:993–1022

5. Chaney AJ-B, Blei DM (2012) Visualizing topic models. In: International conference on weblogs and social, Media (ICWSM)

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