The universal decay of collective memory and attention

C Candia, C Jara-Figueroa… - Nature human …, 2019 - nature.com
Collective memory and attention are sustained by two channels: oral communication
(communicative memory) and the physical recording of information (cultural memory). Here …

Prediction of emerging technologies based on analysis of the US patent citation network

P Érdi, K Makovi, Z Somogyvári, K Strandburg… - Scientometrics, 2013 - Springer
The network of patents connected by citations is an evolving graph, which provides a
representation of the innovation process. A patent citing another implies that the cited patent …

Measuring social dynamics in a massive multiplayer online game

M Szell, S Thurner - Social networks, 2010 - Elsevier
Quantification of human group-behavior has so far defied an empirical, falsifiable approach.
This is due to tremendous difficulties in data acquisition of social systems. Massive …

Topology and evolution of technology innovation networks

S Valverde, RV Solé, MA Bedau, N Packard - Physical Review E—Statistical …, 2007 - APS
The web of relations linking technological innovation can be fairly described in terms of
patent citations. The resulting patent citation network provides a picture of the large-scale …

Large-scale structure of time evolving citation networks

EA Leicht, G Clarkson, K Shedden… - The European Physical …, 2007 - Springer
In this paper we examine a number of methods for probing and understanding the large-
scale structure of networks that evolve over time. We focus in particular on citation networks …

Growing complex network of citations of scientific papers: Modeling and measurements

M Golosovsky, S Solomon - Physical Review E, 2017 - APS
We consider the network of citations of scientific papers and use a combination of the
theoretical and experimental tools to uncover microscopic details of this network growth …

Joint estimation of preferential attachment and node fitness in growing complex networks

T Pham, P Sheridan, H Shimodaira - Scientific reports, 2016 - nature.com
Complex network growth across diverse fields of science is hypothesized to be driven in the
main by a combination of preferential attachment and node fitness processes. For …

Early identification of important patents: Design and validation of citation network metrics

MS Mariani, M Medo, F Lafond - Technological forecasting and social …, 2019 - Elsevier
One of the most challenging problems in technological forecasting is to identify as early as
possible those technologies that have the potential to lead to radical changes in our society …

Recognition of emerging technology trends: class-selective study of citations in the US Patent Citation Network

P Bruck, I Réthy, J Szente, J Tobochnik, P Érdi - Scientometrics, 2016 - Springer
Abstracts By adopting a citation-based recursive ranking method for patents the evolution of
new fields of technology can be traced. Specifically, it is demonstrated that the laser/inkjet …

Power-law citation distributions are not scale-free

M Golosovsky - Physical Review E, 2017 - APS
We analyze time evolution of statistical distributions of citations to scientific papers published
in the same year. While these distributions seem to follow the power-law dependence we …