VEGAS: Visual influEnce GrAph Summarization on Citation Networks

2015 ◽  
Vol 27 (12) ◽  
pp. 3417-3431 ◽  
Author(s):  
Lei Shi ◽  
Hanghang Tong ◽  
Jie Tang ◽  
Chuang Lin
Author(s):  
Lei Shi ◽  
Sibai Sun ◽  
Yuan Xuan ◽  
Yue Su ◽  
Hanghang Tong ◽  
...  

Author(s):  
Mark Newman

This chapter describes models of the growth or formation of networks, with a particular focus on preferential attachment models. It starts with a discussion of the classic preferential attachment model for citation networks introduced by Price, including a complete derivation of the degree distribution in the limit of large network size. Subsequent sections introduce the Barabasi-Albert model and various generalized preferential attachment models, including models with addition or removal of extra nodes or edges and models with nonlinear preferential attachment. Also discussed are node copying models and models in which networks are formed by optimization processes, such as delivery networks or airline networks.


2021 ◽  
Vol 104 (1) ◽  
pp. 003685042110005
Author(s):  
Mingnan Cao ◽  
Li Wang ◽  
Lin Zhang ◽  
Jingli Duan

Drug-induced liver injury (DILI) is one of the common adverse drug reactions and the leading cause of drug development attritions, black box warnings, and post-marketing withdrawals. Current biomarkers are suboptimal in detecting DILI and predicting its outcome. This study aimed to quantitatively and qualitatively investigate the research trends on DILI biomarkers using bibliometric analysis. All relevant publications were extracted from the Web of Science database. An online analysis platform of literature metrology, bibliographic item co-occurrence matrix builder, and CiteSpace software were used to analyze the publication trends. CitNetExplorer was used to construct direct citation networks and VOSviewer was used to analyze the keywords and research hotspots. We found a total of 485 publications related to DILI biomarkers published from 1991 to 2020. Toxicological Sciences had been the most popular journal in this field over the past 30 years. The USA maintained a top position worldwide and provided a pivotal influence, followed by China. Among all the institutions, the University of Liverpool was regarded as a leader for research collaboration. Moreover, Professors Paul B. Watkins and Tsuyoshi Yokoi made great achievements in topic area. We analyzed the citation networks and keywords, therefore identified five and six research hotspot clusters, respectively. We considered the publication information regarding different countries/regions, organizations, authors, journals, et al. by summarizing the literature on DILI biomarkers over the past 30 years. Notably, the subject of DILI biomarkers is an active area of research. In addition, the investigation and discovery of novel promising biomarkers such as microRNAs, keratin18, and bile acids will be future developing hotspots.


2020 ◽  
Vol 125 (1) ◽  
pp. 385-404
Author(s):  
Chakresh Kumar Singh ◽  
Demival Vasques Filho ◽  
Shivakumar Jolad ◽  
Dion R. J. O’Neale
Keyword(s):  

1997 ◽  
Vol 114 (1) ◽  
pp. 63-70 ◽  
Author(s):  
T. Prokop ◽  
M. Schubert ◽  
W. Berger

2014 ◽  
Vol 60 ◽  
pp. S51-S52 ◽  
Author(s):  
Y. Ujiie ◽  
T. Asai ◽  
A. Tanaka ◽  
K. Asakawa ◽  
A. Wakabayashi

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