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Emergence Detection in Bibliometrics×Analisis Co-word×
BidangScience Technology StudiesSaintometrik
KeluargaProcess / pipelineProcess / pipeline
Tahun asal20031983
PengasasJon Kleinberg (burst detection); Daniele Rotolo, Diana Hicks & Ben Martin (emerging-technology criteria)Michel Callon, Jean-Pierre Courtial, and colleagues
JenisBibliometric / text-mining detection pipelineScientometric network analysis technique
Sumber perintisKleinberg, 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 ↗
AliasEmerging topic detection, Burst detection in bibliometrics, Emerging technology detectionkeyword co-occurrence analysis, co-word mapping, keyword co-word network, CWA
Berkaitan46
RingkasanEmergence 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.
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ScholarGateBandingkan kaedah: Emergence Detection in Bibliometrics · Co-word Analysis. Dicapai 2026-06-25 daripada https://scholargate.app/ms/compare