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Tech Mining×サイエンスマッピング×
分野Science Technology Studies計量書誌学
系統Process / pipelineProcess / pipeline
提唱年20052000s
提唱者Alan L. Porter & Scott W. CunninghamKaty Börner, Chaomei Chen, and others
種類Text-mining methodology for competitive technical intelligenceMethod
原典Porter, A. L., & Cunningham, S. W. (2005). Tech Mining: Exploiting New Technologies for Competitive Advantage. Wiley. ISBN: 9780471475675Börner, K., Chen, C., & Boyack, K. W. (2003). Visualizing knowledge domains. Annual Review of Information Science and Technology, 37, 179–255. DOI ↗
別名Technology mining, S&T text mining, Technical intelligence miningknowledge mapping, domain mapping, research landscape visualization
関連45
概要Tech mining is the text mining of science and technology information—the publication, patent, and proposal databases that record the world's research and invention—to extract competitive technical intelligence. Coined by Alan Porter and Scott Cunningham, it turns large, fielded bibliographic corpora into actionable answers about who is doing what, where, with whom, and along which trajectories. By extracting entities such as authors, institutions, countries, keywords, and assignees and analysing their co-occurrence over time, tech mining profiles emerging technologies, maps research landscapes, and supports R&D management and innovation policy decisions.Science mapping is a bibliometric visualization method that creates visual representations of research domains, showing the structure, development, and relationships of scientific fields. Using bibliographic data (citations, keywords, authors, journals), science mapping algorithms generate network diagrams where nodes represent documents, concepts, or authors and edges represent relationships (citation, collaboration, semantic similarity). The resulting maps make invisible intellectual structures visible, enabling researchers to understand field topology, identify emerging areas, and navigate disciplinary landscapes. Pioneered by Börner, Chen, and Boyack in the 2000s, science mapping has become a standard tool in research evaluation and strategic planning.
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ScholarGate手法を比較: Tech Mining · Science Mapping. 2026-06-24に以下より取得 https://scholargate.app/ja/compare