Analysis of Multiplex Social Networks with <i>R</i>

نویسندگان

چکیده

Multiplex social networks are characterized by a common set of actors connected through multiple types relations. The multinet package provides R functions to analyze multiplex within the more general framework multilayer networks, where each type relation is represented as layer in network. contains import/export, create and manipulate implementations several state-of-the-art network analysis algorithms, e.g., for centrality measures, comparison, community detection visualization. Internally, mainly written native C++ integrated with using Rcpp package.

برای دانلود باید عضویت طلایی داشته باشید

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

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Analysis of the Social Effort in Multiplex Participatory Networks

Community networks are participatory connectivity solutions for citizens where all the resources are owned, managed and controlled by the participants. As a natural evolution, in recent years some initiatives have flourished to provide higher level services based on volunteer computing and resource sharing paradigms. A fundamental aspect of these paradigms is user participation. In this work, w...

متن کامل

Bridging Online and Offline Social Networks: Multiplex Analysis

We show that three basic actor characteristics, namely normalized reciprocity, three cycles, and triplets, can be expressed using an unified framework that is based on computing the similarity index between two sets associated with the actor: the set of her/his friends and the set of those considering her/him as a friend. These metrics are extended to multiplex networks and then computed for tw...

متن کامل

Contact-based Social Contagion in Multiplex Networks

We develop a theoretical framework for the study of epidemiclike social contagion in large scale social systems. We consider the most general setting in which different communication platforms or categories form multiplex networks. Specifically, we propose a contact-based information spreading model, and show that the critical point of the multiplex system associated with the active phase is de...

متن کامل

Social contagions with communication channels alternation on multiplex networks

Internet communication channels, e.g., Facebook, Twitter, and email, are multiplex networks that facilitate interaction and information-sharing among individuals. During brief time periods users often use a single communication channel, and communication channel alteration (CCA) occurs, which means that our understanding of the dynamics of social contagions must be redefined. We propose a non-M...

متن کامل

Data Analysis Methods in Social Networks

Background and Aim. The promising outlook of easy communication incurring minimum cost has caused social networks to face increasing number of active members each day. These members develop and expand international communication through information sharing including personal information. Thus, big data analysis of social networks provides companies, organizations and governments with ample and ...

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

ژورنال

عنوان ژورنال: Journal of Statistical Software

سال: 2021

ISSN: ['1548-7660']

DOI: https://doi.org/10.18637/jss.v098.i08