The four dimensions of social network analysis: An overview of research methods, applications, and software tools
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …
One of the reasons for this rise is that this application domain offers a particularly fertile …
Community discovery in dynamic networks: a survey
Several research studies have shown that complex networks modeling real-world
phenomena are characterized by striking properties:(i) they are organized according to …
phenomena are characterized by striking properties:(i) they are organized according to …
On community structure in complex networks: challenges and opportunities
Community structure is one of the most relevant features encountered in numerous real-
world applications of networked systems. Despite the tremendous effort of a large …
world applications of networked systems. Despite the tremendous effort of a large …
Big data analytics for large-scale wireless networks: Challenges and opportunities
The wide proliferation of various wireless communication systems and wireless devices has
led to the arrival of big data era in large-scale wireless networks. Big data of large-scale …
led to the arrival of big data era in large-scale wireless networks. Big data of large-scale …
Tracking community evolution in social networks: A survey
This paper presents a survey of previous studies done on the problem of tracking community
evolution over time in dynamic social networks. This problem is of crucial importance in the …
evolution over time in dynamic social networks. This problem is of crucial importance in the …
DynaMo: Dynamic community detection by incrementally maximizing modularity
Community detection is of great importance for online social network analysis. The volume,
variety and velocity of data generated by today's online social networks are advancing the …
variety and velocity of data generated by today's online social networks are advancing the …
NDlib: a python library to model and analyze diffusion processes over complex networks
Nowadays the analysis of dynamics of and on networks represents a hot topic in the Social
Network Analysis playground. To support students, teachers, developers and researchers …
Network Analysis playground. To support students, teachers, developers and researchers …
The atlas for the aspiring network scientist
M Coscia - arxiv preprint arxiv:2101.00863, 2021 - arxiv.org
Network science is the field dedicated to the investigation and analysis of complex systems
via their representations as networks. We normally model such networks as graphs: sets of …
via their representations as networks. We normally model such networks as graphs: sets of …
Feature-rich networks: going beyond complex network topologies
The growing availability of multirelational data gives rise to an opportunity for novel
characterization of complex real-world relations, supporting the proliferation of diverse …
characterization of complex real-world relations, supporting the proliferation of diverse …
[HTML][HTML] A review on community structures detection in time evolving social networks
The usage of social networks has widely increased in recent years. Humans tend to form
groups, in these networks, based on their similar interests. Such groups are known as …
groups, in these networks, based on their similar interests. Such groups are known as …