07_Topic_Modeling_STM_Data_App
Topic Explorer of STM deployed as a Data App
Once the Topic Explorer View is configured, it can be deployed as a data app on KNIME Business Hub or KNIME Server.
Try on your web browser a demo at: tinyurl.com/topic-explorer-data-app
Find more info about the R library, the KNIME R Integration and the Verified Components documentation in the links below.
Nodes
- Column Rename57 ×
- Column Filter55 ×
- GroupBy39 ×
- String Manipulation33 ×
- Inject Variables (Data)31 ×
- Show all 128 nodes
Extensions
- FeatureKNIME Base nodes
- FeatureKNIME Conda Integration
- FeatureKNIME Data Generation
- FeatureKNIME Distance Matrix
- FeatureKNIME Interactive R Statistics Integration
- Show all 15 modules
Links
- Topic Explorer View - KNIME Community Hubhub.knime.com/-/spaces/-/latest/~2YaazzKTz9EdIKTE/
- Summarizing topical content with word frequency and exclusivity - Bischof and Airoldi (2012), Proceedings of the 29th International Coference on International Conference on Machine Learningdl.acm.org/doi/10.5555/3042573.3042578
- Optimizing semantic coherence in topic models - Mimno et al 2011, Proceedings of the Conference on Empirical Methods in Natural Language Processing 2011dl.acm.org/doi/10.5555/2145432.2145462
- Verified Components project - knime.comwww.knime.com/verified-components
- Topic Explorer - Data App Demotinyurl.com/topic-explorer-data-app
- R Package for Structural Topic Models - Roberts, Stewart and Tingley, Journal of Statistical Software (2019)cran.r-project.org/web/packages/stm/vignettes/stmVignette.pdf
- R Installation Guide - KNIME Docsdocs.knime.com/latest/r_installation_guide
- Miniconda Download and Installation - Conda Docsdocs.conda.io/en/latest/miniconda.html
- Topic Extractor (STM) - KNIME Community Hubhub.knime.com/-/spaces/-/latest/~DFANPa0NHnZb9tSV/
- Topic Assigner (STM) - KNIME Community Hubhub.knime.com/-/spaces/-/latest/~gqIZDa-9f190iCXq/