Jerónimo Arenas-García
Biographic Data
| ID | 9551730 |
|---|---|
| NAME | Jerónimo Arenas-García |
| GIVEN NAMES | Jerónimo |
| FAMILY NAME | Arenas-García |
| SIGNATURE | ARENAS-GARCÍA J |
| AFFILIATIONS | Universidad Carlos III de Madrid |
| ORCID | 0000-0003-4071-7068 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2022 |
| H-INDEX | 0 |
Validation of scientific topic models using graph analysis and corpus metadata
Probabilistic topic modeling algorithms like Latent Dirichlet Allocation (LDA) have become powerful tools for the analysis of large collections of documents (such as papers, projects, or funding applications) in science, technology an innovation (STI) policy design and monitoring. However, selecting an appropriate and stable topic model for a specific application (by adjusting the hyperparameters of the algorithm) is not a trivial problem. Common…
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Validation of scientific topic models using graph analysis and corpus metadata
Probabilistic topic modeling algorithms like Latent Dirichlet Allocation (LDA) have become powerful tools for the analysis of large collections of documents (such as papers, projects, or funding applications) in science, technology an innovation (STI) policy design and monitoring. However, selecting an appropriate and stable topic model for a specific application (by adjusting the hyperparameters of the algorithm) is not a trivial problem. Common…
Advanced Text Analysis Techniques (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence (1 work) · Computational and Text Analysis Methods (1 work) · Computer Science (1 work) · Data mining (1 work) · Graph (1 work) · Hyperparameter (1 work) · Information retrieval (1 work) · Language model (1 work)