Core-periphery Structures: Operationalizing patterns of dependence and dominance in binary and valued networks

نویسنده

  • Carl Nordlund
چکیده

With origins in the postwar development discourse, the core-periphery concept has spread all over the social, and increasingly the natural, sciences. Used initially to denote two broad regional categories distinguished by differences in socio-economic parameters, its structural connotations paved way for more relational, and less attributional, specifications. As reflected in the blockmodeling tradition and as implemented in the well-established index of Borgatti and Everett (1999), contemporary network scholars view a core-periphery as a structural template, where cores are depicted as internally cohesive and peripheries as disconnected from each other. Through an extensive review of postwar literature utilizing the concept, this article finds support for the intra-categorical density differential characteristic of core-periphery structures. However, beyond the occasionally specified density of inter-categorical ties midway between the intracategorical extremes, the literature review lends equal, possibly more, support to a set of intercategorical features that characterize core-periphery structures: dominated and dependent peripheries, and dominating cores. This paper proposes new core-periphery metrics that operationalize dependency and dominance. Expressed as ideal block types found in generalized blockmodeling, the proposed inter-categorical indices supplement the index proposed by Borgatti and Everett, resulting in a composite index that captures the characteristic features of core-periphery structures as found in the postwar literature. Whereas the heuristic for binary data is fairly rudimentary, its extension to valued networks exemplifies the application of a novel approach to generalized blockmodeling of valued networks that is more sensitive to patterns, rather than strengths, of ties. Testing the proposed metrics and heuristics with the binary and valued example datasets used by Borgatti and Everett (1999), new insights and details about core-periphery structures can be obtained. This is particularly evident when, circling back to the original domains of the concept, applying the heuristic to valued inter-continental trade data and data on bilateral trade between 18 countries.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A simulated annealing heuristic for maximum correlation core/periphery partitioning of binary networks

A popular objective criterion for partitioning a set of actors into core and periphery subsets is the maximization of the correlation between an ideal and observed structure associated with intra-core and intra-periphery ties. The resulting optimization problem has commonly been tackled using heuristic procedures such as relocation algorithms, genetic algorithms, and simulated annealing. In thi...

متن کامل

A Unified Method of Detecting Core-Periphery Structure and Community Structure in Networks

The core-periphery structure and the community structure are two typical meso-scale structures in complex networks. Although community detection has been extensively investigated from different perspectives, the definition and the detection of the core-periphery structure have not received much attention. Furthermore, the detection problems of the core-periphery and community structure were sep...

متن کامل

Multicore-periphery structure in networks

Many real-world networked systems exhibit a multicore-periphery structure, i.e., multiple cores, each of which contains densely connected elements, surrounded by sparsely connected elements that define the periphery. Identification of the multiple-periphery structure can provide a new handle on structures and functions of various complex networks, such as cognitive and biological networks, food...

متن کامل

The Application of Complex Networks Analysis to Assess Iran's Trade and It's Most Important Trading Partners in Asia

The existing trade models suggest that for tradable goods potential partners can be many, but eventually only one (the one offering the best price) should be selected, therefore relatively few (unidirectional) trade links will appear between countries. If the structure of international trade flows describes as a network, trade link would give rise between countries. This paper exploit recently-...

متن کامل

An Investigation of World-System Theory and Globalization in the Rama Novels by Arthur C. Clarke and Gentry Lee

Noam Chomsky argues that only a meager percentage of the world, consisting of mainly large corporations and developed nations, prosper from globalization. As stated in Immanuel Wallerstein’s World-System Theory, the modern system of the world, which is constructed according to the economic status of nations, can be divided into three levels: the core, the semi-periphery, and the periphery. Whil...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013