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| Emergence Detection in Bibliometrics× | Co-word Analyse× | |
|---|---|---|
| Fagområde≠ | Science Technology Studies | Scientometri |
| Familie | Process / pipeline | Process / pipeline |
| Oprindelsesår≠ | 2003 | 1983 |
| Ophavsperson≠ | Jon Kleinberg (burst detection); Daniele Rotolo, Diana Hicks & Ben Martin (emerging-technology criteria) | Michel Callon, Jean-Pierre Courtial, and colleagues |
| Type≠ | Bibliometric / text-mining detection pipeline | Scientometric network analysis technique |
| Oprindelig kilde≠ | Kleinberg, J. (2003). Bursty and hierarchical structure in streams. Data Mining and Knowledge Discovery, 7(4), 373-397. DOI ↗ | Callon, M., Courtial, J. P., Turner, W. A., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2), 191–235. DOI ↗ |
| Aliasser≠ | Emerging topic detection, Burst detection in bibliometrics, Emerging technology detection | keyword co-occurrence analysis, co-word mapping, keyword co-word network, CWA |
| Relaterede≠ | 4 | 6 |
| Resumé≠ | Emergence detection in bibliometrics is a family of text-mining and bibliometric methods for spotting emerging research topics and technologies early, by analysing the dynamics of terms, citations, and references in publication streams. It combines burst-detection algorithms that flag sudden surges in usage with operational criteria for what makes a topic genuinely 'emerging', turning large scholarly corpora into early signals of scientific and technological change. | Co-word analysis is a scientometric technique that quantifies how often pairs of keywords, subject terms, or title words appear together across a corpus of publications. By treating simultaneous occurrence as a proxy for conceptual relatedness, it constructs networks and clusters that reveal the intellectual structure, dominant themes, and emerging sub-fields of a research domain. |
| ScholarGateDatasæt ↗ |
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