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| Emergence Detection in Bibliometrics× | Technological Innovation Systems× | |
|---|---|---|
| Tieteenala | Science Technology Studies | Science Technology Studies |
| Menetelmäperhe | Process / pipeline | Process / pipeline |
| Syntyvuosi≠ | 2003 | 2008 |
| Kehittäjä≠ | Jon Kleinberg (burst detection); Daniele Rotolo, Diana Hicks & Ben Martin (emerging-technology criteria) | Anna Bergek, Staffan Jacobsson, Bo Carlsson and colleagues |
| Tyyppi≠ | Bibliometric / text-mining detection pipeline | Systems-of-innovation framework and scheme of analysis |
| Alkuperäislähde≠ | Kleinberg, J. (2003). Bursty and hierarchical structure in streams. Data Mining and Knowledge Discovery, 7(4), 373-397. DOI ↗ | Bergek, A., Jacobsson, S., Carlsson, B., Lindmark, S., & Rickne, A. (2008). Analyzing the functional dynamics of technological innovation systems: a scheme of analysis. Research Policy, 37(3), 407-429. DOI ↗ |
| Rinnakkaisnimet | Emerging topic detection, Burst detection in bibliometrics, Emerging technology detection | TIS analysis, Technological innovation system approach, Functional dynamics scheme |
| Liittyvät | 4 | 4 |
| Tiivistelmä≠ | 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. | Technological Innovation Systems (TIS) analysis studies the emergence, growth, and performance of a specific technology by treating it as a system of actors, networks, and institutions that interact to generate, diffuse, and use that technology. Building on the systems-of-innovation tradition, the influential scheme of Bergek and colleagues combines a structural account of the system's components with a functional analysis of the key processes—or functions—that an innovation system must perform, then compares achieved with desired functionality to diagnose inducement and blocking mechanisms and derive policy. |
| ScholarGateAineisto ↗ |
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