1,800 research outputs found
Core-periphery organization of complex networks
Networks may, or may not, be wired to have a core that is both itself densely
connected and central in terms of graph distance. In this study we propose a
coefficient to measure if the network has such a clear-cut core-periphery
dichotomy. We measure this coefficient for a number of real-world and model
networks and find that different classes of networks have their characteristic
values. For example do geographical networks have a strong core-periphery
structure, while the core-periphery structure of social networks (despite their
positive degree-degree correlations) is rather weak. We proceed to study radial
statistics of the core, i.e. properties of the n-neighborhoods of the core
vertices for increasing n. We find that almost all networks have unexpectedly
many edges within n-neighborhoods at a certain distance from the core
suggesting an effective radius for non-trivial network processes
Relativistic Images in Randall-Sundrum II Braneworld Lensing
In this paper, we explore the properties of gravitational lensing by black
holes in the Randall-Sundrum II braneworld. We use numerical techniques to
calculate lensing observables using the Tidal Reissner-Nordstrom (TRN) and
Garriga-Tanaka metrics to examine supermassive black holes and primordial black
holes. We introduce a new way tp parameterize tidal charge in the TRN metric
which results in a large increase in image magnifications for braneworld
primordial black holes compared to their 4 dimensional analogues. Finally, we
offer a mathematical analysis that allows us to analyze the validity of the
logarithmic approximation of the bending angle for any static, spherically
symmetric metric. We apply this to the TRN metric and show that it is valid for
any amount of tidal charge.Comment: 13 pages, 3 figures; Accepted for Publication in Physical Review
The Past, Present, and Future of “IS Success”
Since the introduction of information systems more than 60 years ago, organizations want to ensure that their systems are effective or “successful”. Much has changed in the evaluation of information systems success during this period. The role of information systems in organizations has changed dramatically, as have the key stakeholders and the expected benefits of the investments in IS. During this period, IS research has evolved to keep pace with the changing expectations regarding the success of information systems, yet practice tends to lag behind. In this commentary, we discuss five eras of information systems evolution and explain how the perceptions and measures of successful information systems have changed across these eras. By looking at the past and present, we are able to comment on how our understanding of success has evolved over time in research and practice. We discuss the inadequacy of IS success evaluation in practice. Finally, we offer four themes as calls for future action related to the research of information systems success
Monotone Decision Trees
EUR-FEW-CS-97-07 Title Monotone decision trees Author(s) R. Potharst J.C. Bioch T. Petter Abstract In many classification problems the domains of the attributes and the classes are linearly ordered. Often, classification must preserve this ordering: this is called monotone classification. Since the known decision tree methods generate non-monotone trees, these methods are not suitable for monotone classification problems. In this report we provide a number of order-preserving tree-generation algorithms for multi-attribute classification problems with k linearly ordered classes
Power and the Production of Science. Assessing Cod Stocks as the Mechanistic Fishery Collapses
This paper discusses power relations in the production of knowledge
claims and the validation of management strategies. The experience of doing
stock assessment science and creating management plans for Canada’s east coast
cod fishery illustrates this general process. We demonstrate that the cyborgization
of fisheries-management is limited by its inability to produce power for stabilizing
the relations between managers, fishers, technology and fish. Lack of stability
forces scientists and managers either to ignore a threat or to intervene by changing
their strategy. Consensus is unlikely. Scientists and managers must reconsider
reasons for action or lack of it, thus producing a new rationality. Managers
attempt to control that reconstruction process in the interests of resolving shortterm
challenges. Some scientists resist change and protect their earlier positions
against new evidence or re-interpretations. The winning rationality has more to
do with the power of the claimant than with the quality of reasoning
The networked seceder model: Group formation in social and economic systems
The seceder model illustrates how the desire to be different than the average
can lead to formation of groups in a population. We turn the original, agent
based, seceder model into a model of network evolution. We find that the
structural characteristics our model closely matches empirical social networks.
Statistics for the dynamics of group formation are also given. Extensions of
the model to networks of companies are also discussed
Direct Evidence of the Discontinuous Character of the Kosterlitz-Thouless Jump
It is numerically shown that the discontinuous character of the helicity
modulus of the two-dimensional XY model at the Kosterlitz-Thouless (KT)
transition can be directly related to a higher order derivative of the free
energy without presuming any {\it a priori} knowledge of the nature of the
transition. It is also suggested that this higher order derivative is of
intrinsic interest in that it gives an additional characteristics of the KT
transition which might be associated with a universal number akin to the
universal value of the helicity modulus at the critical temperature.Comment: 4 pages, to appear in PR
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