Parallel dynamic topic modeling via evolving topic adjustment and term weighting scheme

Author:

Jiang Hongyu,Lei Zhiqi,Rao Yanghui,Xie Haoran,Wang Fu Lee

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference36 articles.

1. Streaming-lda: A copula-based approach to modeling topic dependencies in document streams;Amoualian,2016

2. Asynchronous distributed learning of topic models;Asuncion;Proceedings of the Advances in Neural Information Processing Systems,2008

3. Hierarchical topic models and the nested chinese restaurant process;Blei;Proceedings of the Advances in Neural Information Processing Systems,2003

4. Latent dirichlet allocation;Blei;Journal of Machine Learning Research,2003

5. Decoupling sparsity and smoothness in the dirichlet variational autoencoder topic model;Burkhardt;Journal of Machine Learning Research,2019

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1. Dynamic product competitive analysis based on online reviews;Decision Support Systems;2024-08

2. ITMDID: An improved topic model for defect information derivation;Expert Systems with Applications;2023-08

3. Term Weighting in Topic Modeling;2023 31st Signal Processing and Communications Applications Conference (SIU);2023-07-05

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