Using Visualizations to Explore Network Dynamics
Bibliographic Data
| ID | 8238638 |
|---|---|
| Authors | Kar-Hai Chu (0000-0002-2486-8846), Heather Wipfli (0000-0001-9020-2033), Thomas W Valente |
| Year | 2013 |
| Volume | 14 |
| Issue | 1 |
| Pages | 1-24 |
| Publication date | 2013-01-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Social Structure (JOURNAL) |
| Journal identifiers | ISSN: 1529-1227 • E-ISSN: 1529-1227 |
| Publisher | Walter de Gruyter GmbH (PUBLISHER • DE) |
| DOI | 10.21307/joss-2019-026 |
| PMID | 25285051 |
| OpenAlex | W2308528895 |
| Language | EN |
| Citations received | 8 |
| References cited | 36 |
Network analysis has become a popular tool to examine data from online social networks to politics to ecological systems. As more computing power has become available, new technology-driven methods and tools are being developed that can support larger and richer network data, including dynamic network analysis. This timely merger of abundant data and cutting edge techniques affords researchers the ability to better understand networks over time, accurately show how they evolve, find patterns of growth, or study models such as the diffusion of innovation. We combine traditional methods in social network analysis with new innovative visualizations and methods in dynamic network studies to explore an online tobacco-control community called GLOBALink, using almost twenty years of longitudinal data. We describe the methods used for the study, and perform an exploratory network study that links empirical results to real-world events
Complex network · Computer network · Data mining · Data science · Dynamic network analysis · Enhanced Data Rates for GSM Evolution · Knowledge management · Network analysis · Network dynamics · Network science · Organizational network analysis · Social media · Social network (sociolinguistics · Social network analysis · World Wide Web · Complex Network Analysis Techniques · Computer Science · Social Capital and Networks · Social Media and Politics · Artificial Intelligence
Network analysis of blue carbon governance process in Indonesia
Coding communications across time
Network pharmacology study reveals energy metabolism and apoptosis pathways-mediated cardioprotective effects of Shenqi Fuzheng
A network approach to policy framing
Transnational Policy Transfer and the emerging use of Social Network Analysis
Notes from the field
Networks never rest
Facilitating Interviews in Qualitative Research With Visual Tools
Social Networks and Health
The link‐prediction problem for social networks
Empirical Analysis of an Evolving Social Network
Evolution of the social network of scientific collaborations
Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network
Finding and evaluating community structure in networks
Measurement and analysis of online social networks
Tweet, Tweet, Retweet
Gephi
Fast unfolding of communities in large networks
Modularity and community structure in networks
Exploratory Social Network Analysis with Pajek
Models of core/periphery structures
Friends, Friendsters, and Top 8
Global Tobacco Control Diffusion
Explorative Visualization of Citation Patterns in Social Network Research
Detecting Change in Longitudinal Social Networks
"The Benefits of Facebook "Friends
Structural Cohesion and Embeddedness
A Longitudinal Analysis of the International Telecommunication Network, 1978-1996
Innovation in the States
The Diffusion of Innovations among the American States
Dynamic Network Visualization
| Citations per year | 0.89 |
|---|---|
| Citation span | 2017 - 2024 (8) |
| Highly cited | No |