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Emergence Detection in Bibliometrics×Technological Innovation Systems×
OborScience Technology StudiesScience Technology Studies
RodinaProcess / pipelineProcess / pipeline
Rok vzniku20032008
TvůrceJon Kleinberg (burst detection); Daniele Rotolo, Diana Hicks & Ben Martin (emerging-technology criteria)Anna Bergek, Staffan Jacobsson, Bo Carlsson and colleagues
TypBibliometric / text-mining detection pipelineSystems-of-innovation framework and scheme of analysis
Původní zdrojKleinberg, 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 ↗
Další názvyEmerging topic detection, Burst detection in bibliometrics, Emerging technology detectionTIS analysis, Technological innovation system approach, Functional dynamics scheme
Příbuzné44
ShrnutíEmergence 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.
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ScholarGatePorovnat metody: Emergence Detection in Bibliometrics · Technological Innovation Systems. Získáno 2026-06-25 z https://scholargate.app/cs/compare