Search:

Product Information All Elsevier Sites   Advanced Product Search
SiteStat.jsp
Strategy & Policies

Clara Calero Medina has been a Ph.D. researcher at the Centre of Science and Technology Studies (CWTS) at Leiden University in the Netherlands since 2002. The main topic of her thesis is social research network analysis applied to bibliometric data.

“The introduction of social network analysis in bibliometrics is one of the principal developments in the field in recent years. The social network perspective bases itself on the relationships between different units, such as universities, scientists and journals. These relationships can be based on co-publication, citation or co-citation links. From the perspective of bibliometrics and journal performance, the goal with journal citation network analysis is to be able to provide a quick overview of which relevant journals a specific journal is related to, in terms of citations given and received. First, it needs to be established what these journals are, how important they might be and what position they occupy in the network.

As a starting point, we focus on a specific journal, which is known as a ‘seed’ journal. It will have citation links with other journals, both given and received. When we have a set of journals, we are able to determine the connections between them based on the citations they give and receive. After that, we will extract the most prominent journals. In short, we could say journals that are cited often by others are called authorities, while those that tend to give many citations are called hubs. Authorities and hubs show what could be called a mutually reinforcing relationship: a good authority is a journal cited by many good hubs; a good hub is a journal citing many good authorities. This methodology was first developed in social network theory to separate web pages into authorities and hubs.

Finally, we create a network map that contains the most important hubs and authorities journals related to the ‘seed’ journal. In just one simple network map, we present the relevant citation environment of a ‘seed’ journal. This new approach is of obvious interest to those who work in journals, as well as to the publishers of these journals.”

To cite this article, please use: Gloria Kenny, "Journal Citation Network Analysis: new developments", Elsevier Editors' Update, Issue 21, February 2008.

Editors' Update - Your network for knowledge
Issue 20

TOPICS

 

EDITORS' UPDATE

 

Printer-friendly version   Printer-friendly version