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Tech Mining×การสร้างแผนที่วิทยาศาสตร์×
สาขาวิชาScience Technology Studiesบรรณมิติ
ตระกูลProcess / pipelineProcess / pipeline
ปีกำเนิด20052000s
ผู้ริเริ่มAlan L. Porter & Scott W. CunninghamKaty Börner, Chaomei Chen, and others
ประเภทText-mining methodology for competitive technical intelligenceMethod
แหล่งต้นตำรับPorter, 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 ↗
ชื่อเรียกอื่นTechnology mining, S&T text mining, Technical intelligence miningknowledge mapping, domain mapping, research landscape visualization
ที่เกี่ยวข้อง45
สรุปTech 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.
ScholarGateชุดข้อมูล
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ScholarGateเปรียบเทียบวิธี: Tech Mining · Science Mapping. สืบค้นเมื่อ 2026-06-24 จาก https://scholargate.app/th/compare