ContraVis: Contrastive and Visual Topic Modeling for Comparing Document Collections

Author:

Le Tuan1,Akoglu Leman2

Affiliation:

1. Oakland University, USA

2. Carnegie Mellon University, USA

Publisher

ACM Press

Reference30 articles.

1. Eric Alexander and Michael Gleicher. 2016. Task-driven comparison of topic models. IEEE transactions on visualization and computer graphics 22, 1(2016).

2. David M Blei, Andrew Y Ng, and Michael I Jordan. 2003. Latent dirichlet allocation. Journal of Machine Learning Research 3, Jan (2003), 993-1022.

3. Quim Castella and Charles Sutton. 2014. Word storms: Multiples of word clouds for visual comparison of documents. In Proceedings of the 23rd international conference on World wide web. ACM, 665-676.

4. Changyou Chen, Wray L. Buntine, Nan Ding, Lexing Xie, and Lan Du. 2015. Differential Topic Models.IEEE Trans. Pattern Anal. Mach. Intell. 37, 2 (2015).

5. Wang Chong, David Blei, and Fei-Fei Li. 2009. Simultaneous image classification and annotation. In CVPR. 1903-1910.

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