کتاب دانلود کتب لاتین علوم مهندسیرایانه، اینترنت و فناوری اطلاعات
تحلیل استنادی و پویایی شبکه های استنادی
تحلیل استنادی و پویایی شبکه های استنادی

Citation Analysis and Dynamics of Citation Networks
نویسنده: Michael Golosovsky
سال انتشار: 2019
تعداد صفحات: 129
زبان فایل: English
فرمت فایل: pdf
حجم فایل: 4MB

دانلود رایگان

Publisher : Springer

ISBN-13 : 978-3030281687

ISBN-13: 978-3030281687

ASIN : B07YFT897C

This book deals with the science of science by applying network science methods to citation networks and uniquely presents a physics-inspired model of citation dynamics. This stochastic model of citation dynamics is based on a well-known copying or recursive search mechanism. The measurements covered in this text yield parameters of the model and reveal that citation dynamics of scientific papers is not linear, as was previously assumed. This nonlinearity has far-reaching consequences including non-stationary citation distributions, diverging citation trajectories of similar papers, and runaways or "immortal papers" with an infinite citation lifespan. The author shows us that nonlinear stochastic models of citation dynamics can be the basis for a quantitative probabilistic prediction of citation dynamics of individual papers and of the overall journal impact factor. This book appeals to students and researchers from differing subject areas working in network science and bibliometrics.