Complexity of a Microblogging Social Network in the Framework of Modern Nonlinear Science
Joint Authors
Dmitriev, Andrey
Kornilov, Vasily
Maltseva, Svetlana
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-02
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Recent developments in nonlinear science have caused the formation of a new paradigm called the paradigm of complexity.
The self-organized criticality theory constitutes the foundation of this paradigm.
To estimate the complexity of a microblogging social network, we used one of the conceptual schemes of the paradigm, namely, the system of key signs of complexity of the external manifestations of the system irrespective of its internal structure.
Our research revealed all the key signs of complexity of the time series of a number of microposts.
We offer a new model of a microblogging social network as a nonlinear random dynamical system with additive noise in three-dimensional phase space.
Implementations of this model in the adiabatic approximation possess all the key signs of complexity, making the model a reasonable evolutionary model for a microblogging social network.
The use of adiabatic approximation allows us to model a microblogging social network as a nonlinear random dynamical system with multiplicative noise with the power-law in one-dimensional phase space.
American Psychological Association (APA)
Dmitriev, Andrey& Kornilov, Vasily& Maltseva, Svetlana. 2018. Complexity of a Microblogging Social Network in the Framework of Modern Nonlinear Science. Complexity،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1134341
Modern Language Association (MLA)
Dmitriev, Andrey…[et al.]. Complexity of a Microblogging Social Network in the Framework of Modern Nonlinear Science. Complexity No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1134341
American Medical Association (AMA)
Dmitriev, Andrey& Kornilov, Vasily& Maltseva, Svetlana. Complexity of a Microblogging Social Network in the Framework of Modern Nonlinear Science. Complexity. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1134341
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1134341