Isabel Constantino
Biographic Data
| ID | 9458127 |
|---|---|
| NAME | Isabel Constantino |
| GIVEN NAMES | Isabel |
| FAMILY NAME | Constantino |
| SIGNATURE | CONSTANTINO I |
| AFFILIATIONS | Indiana University Bloomington |
| ORCID | 0000-0002-4988-7146 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Representing the disciplinary structure of physics
Recent advances in machine learning offer new ways to represent and study scholarly works and the space of knowledge. Graph and text embeddings provide a convenient vector representation of scholarly works based on citations and text. Yet, it is unclear whether their representations are consistent or provide different views of the structure of science. Here, we compare graph and text embedding by testing their ability to capture the hierarchical …
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Representing the disciplinary structure of physics
Recent advances in machine learning offer new ways to represent and study scholarly works and the space of knowledge. Graph and text embeddings provide a convenient vector representation of scholarly works based on citations and text. Yet, it is unclear whether their representations are consistent or provide different views of the structure of science. Here, we compare graph and text embedding by testing their ability to capture the hierarchical …
Advanced Text Analysis Techniques (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Discipline (1 work) · Embedding (1 work) · Graph (1 work) · Physics (1 work) · Social science (1 work) · Sociology (1 work) · Theoretical Computer Science (1 work)