Co‐citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately?
In the past several years studies have started to appear comparing the accuracies of various
science mapping approaches. These studies primarily compare the cluster solutions …
science mapping approaches. These studies primarily compare the cluster solutions …
[图书][B] Statistical analysis of network data with R
ED Kolaczyk, G Csárdi - 2014 - Springer
Networks and network analysis are arguably one of the largest growth areas of the early
twenty-first century in the quantitative sciences. Despite roots in social network analysis …
twenty-first century in the quantitative sciences. Despite roots in social network analysis …
Toward a consensus map of science
A consensus map of science is generated from an analysis of 20 existing maps of science.
These 20 maps occur in three basic forms: hierarchical, centric, and noncentric (or circular) …
These 20 maps occur in three basic forms: hierarchical, centric, and noncentric (or circular) …
Flow of online misinformation during the peak of the COVID-19 pandemic in Italy
The COVID-19 pandemic has impacted on every human activity and, because of the
urgency of finding the proper responses to such an unprecedented emergency, it generated …
urgency of finding the proper responses to such an unprecedented emergency, it generated …
Multilayer Networks: Analysis and Visualization
M De Domenico - Introduction to muxViz with R. Cham: Springer, 2022 - Springer
Networks are mathematical objects widely used in multiple disciplines to model the structure
of complex systems. From the network of neurons in the human brain to the social networks …
of complex systems. From the network of neurons in the human brain to the social networks …
[PDF][PDF] dimRed and coRanking—Unifying dimensionality reduction in R
Abstract “Dimensionality reduction”(DR) is a widely used approach to find low dimensional
and interpretable representations of data that are natively embedded in high-dimensional …
and interpretable representations of data that are natively embedded in high-dimensional …
[图书][B] Factor analysis and dimension reduction in R: A social scientist's toolkit
GD Garson - 2022 - taylorfrancis.com
Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of
a large number of dimension reduction procedures along with model performance metrics to …
a large number of dimension reduction procedures along with model performance metrics to …
[HTML][HTML] Understanding the# longCOVID and# longhaulers conversation on Twitter: Multimethod study
S Santarossa, A Rapp, S Sardinas… - Jmir …, 2022 - infodemiology.jmir.org
Background The scientific community is just beginning to uncover the potential long-term
effects of COVID-19, and one way to start gathering information is by examining the present …
effects of COVID-19, and one way to start gathering information is by examining the present …
Arena3Dweb: interactive 3D visualization of multilayered networks supporting multiple directional information channels, clustering analysis and application …
Arena3Dweb is an interactive web tool that visualizes multi-layered networks in 3D space. In
this update, Arena3Dweb supports directed networks as well as up to nine different types of …
this update, Arena3Dweb supports directed networks as well as up to nine different types of …
Visualizing dynamic graphs with heat triangles
YT Hu, M Burch, H Van De Wetering - Proceedings of the 13th …, 2020 - dl.acm.org
In this paper an overview-based interactive visualization for temporally long dynamic graph
sequences is described. To reach this goal, each graph can be mapped to a certain value …
sequences is described. To reach this goal, each graph can be mapped to a certain value …