The Matthew effect in empirical data

M Perc - Journal of The Royal Society Interface, 2014 - royalsocietypublishing.org
The Matthew effect describes the phenomenon that in societies, the rich tend to get richer
and the potent even more powerful. It is closely related to the concept of preferential …

Scientific success from the perspective of the strength of weak ties

A Fronczak, MJ Mrowinski, P Fronczak - Scientific Reports, 2022 - nature.com
We present the first complete verification of Granovetter's theory of social networks using a
massive dataset, ie DBLP computer science bibliography database. For this purpose, we …

Measuring preferential attachment in evolving networks

H Jeong, Z Néda, AL Barabási - Europhysics letters, 2003 - iopscience.iop.org
A key ingredient of many current models proposed to capture the topological evolution of
complex networks is the hypothesis that highly connected nodes increase their connectivity …

The self-similar science system

JS Katz - Research policy, 1999 - Elsevier
A system with a self-similar property is scale-independent and statistically exhibits that
property at all levels of observation. In addition, a power law describes the distribution of a …

Clustering and preferential attachment in growing networks

MEJ Newman - Physical review E, 2001 - APS
We study empirically the time evolution of scientific collaboration networks in physics and
biology. In these networks, two scientists are considered connected if they have coauthored …

Emergence of tempered preferential attachment from optimization

RM D'souza, C Borgs, JT Chayes… - Proceedings of the …, 2007 - National Acad Sciences
We show how preferential attachment can emerge in an optimization framework, resolving a
long-standing theoretical controversy. We also show that the preferential attachment model …

Homophily and long-run integration in social networks

Y Bramoullé, S Currarini, MO Jackson, P Pin… - Journal of Economic …, 2012 - Elsevier
We model network formation when heterogeneous nodes enter sequentially and form
connections through both random meetings and network-based search, but with type …

[PDF][PDF] Homophily and missing links in citation networks

V Ciotti, M Bonaventura, V Nicosia, P Panzarasa… - EPJ Data Science, 2016 - Springer
Citation networks have been widely used to study the evolution of science through the
lenses of the underlying patterns of knowledge flows among academic papers, authors …

Popularity versus similarity in growing networks

F Papadopoulos, M Kitsak, MÁ Serrano, M Boguná… - Nature, 2012 - nature.com
The principle that 'popularity is attractive'underlies preferential attachment, which is a
common explanation for the emergence of scaling in growing networks. If new connections …

How citation boosts promote scientific paradigm shifts and nobel prizes

A Mazloumian, YH Eom, D Helbing, S Lozano… - PloS one, 2011 - journals.plos.org
Nobel Prizes are commonly seen to be among the most prestigious achievements of our
times. Based on mining several million citations, we quantitatively analyze the processes …