Disentangling the growth of blockchain-based networks by graph evolution rule mining

A Galdeman, M Zignani, S Gaito - 2022 IEEE 9th International …, 2022 - ieeexplore.ieee.org
Web3, one of the novel paradigms which may drive the evolution of the future Web, is
offering an invaluable volume of data stored in the supporting blockchains. Researchers …

Incremental communication patterns in online social groups

A Michienzi, B Guidi, L Ricci, A De Salve - Knowledge and Information …, 2021 - Springer
In the last decades, temporal networks played a key role in modelling, understanding, and
analysing the properties of dynamic systems where individuals and events vary in time. Of …

Tm-miner: Tfs-based algorithm for mining temporal motifs in large temporal network

X Sun, Y Tan, Q Wu, B Chen, C Shen - IEEE Access, 2019 - ieeexplore.ieee.org
Temporal network is a basic tool for representing complex systems, such as communication
networks and social networks; besides the temporal motif (TM) plays an important role in the …

Dyads, triads, and tetrads: a multivariate simulation approach to uncovering network motifs in social graphs

D Felmlee, C McMillan, R Whitaker - Applied network science, 2021 - Springer
Motifs represent local subgraphs that are overrepresented in networks. Several disciplines
document multiple instances in which motifs appear in graphs and provide insight into the …

New algorithms for counting temporal graph pattern

X Sun, Y Tan, Q Wu, J Wang, C Shen - Symmetry, 2019 - mdpi.com
Temporal networks can describe multiple types of complex systems with temporal
information in the real world. As an effective method for analyzing such network, temporal …

Incremental communication patterns in blockchain online social media

B Guidi, A Michienzi, L Ricci - Proceedings of the 37th ACM/SIGAPP …, 2022 - dl.acm.org
Online Social Networking platforms are now more than ever part of people's everyday life.
They often act as the medium through which people can communicate or discover engaging …

Feature-rich ego-network circles in mobile phone graphs: tie multiplexity and the role of alters

C Quadri, M Zignani, S Gaito… - 2018 IEEE/ACM …, 2018 - ieeexplore.ieee.org
A well-known result in social science states that, although people maintain a large number
of social relationships, in practice, their interactions are concentrated mostly on a small …

Temporal pattern mining for e-commerce dataset

M Kanaan, R Cazabet, H Kheddouci - Transactions on Large-Scale Data …, 2020 - Springer
Over the last few years, several data mining algorithms have been developed to understand
customers' behaviors in e-commerce platforms. They aim to extract knowledge and predict …

Statistical methods for dynamic networks

X Zhu - 2022 - search.proquest.com
Most complex systems in the world are time-dependent and dynamic in nature, many of
which are suitable to be modeled as dynamic networks that evolve over time. From the …