The four dimensions of social network analysis: An overview of research methods, applications, and software tools

D Camacho, A Panizo-LLedot, G Bello-Orgaz… - Information …, 2020 - Elsevier
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 …

Community discovery in dynamic networks: a survey

G Rossetti, R Cazabet - ACM computing surveys (CSUR), 2018 - dl.acm.org
Several research studies have shown that complex networks modeling real-world
phenomena are characterized by striking properties:(i) they are organized according to …

On community structure in complex networks: challenges and opportunities

H Cherifi, G Palla, BK Szymanski, X Lu - Applied Network Science, 2019 - Springer
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 …

Big data analytics for large-scale wireless networks: Challenges and opportunities

HN Dai, RCW Wong, H Wang, Z Zheng… - ACM Computing …, 2019 - dl.acm.org
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 …

Tracking community evolution in social networks: A survey

N Dakiche, FBS Tayeb, Y Slimani… - Information Processing & …, 2019 - Elsevier
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 …

DynaMo: Dynamic community detection by incrementally maximizing modularity

D Zhuang, JM Chang, M Li - IEEE Transactions on Knowledge …, 2019 - ieeexplore.ieee.org
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 …

NDlib: a python library to model and analyze diffusion processes over complex networks

G Rossetti, L Milli, S Rinzivillo - Companion Proceedings of the The Web …, 2018 - dl.acm.org
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 …

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 …

Feature-rich networks: going beyond complex network topologies

R Interdonato, M Atzmueller, S Gaito, R Kanawati… - Applied Network …, 2019 - Springer
The growing availability of multirelational data gives rise to an opportunity for novel
characterization of complex real-world relations, supporting the proliferation of diverse …

[HTML][HTML] A review on community structures detection in time evolving social networks

N Alotaibi, D Rhouma - Journal of King Saud University-Computer and …, 2022 - Elsevier
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 …