Insights and caveats from mining local and global temporal motifs in cryptocurrency transaction networks
Distributed ledger technologies have opened up a wealth of fine-grained transaction data
from cryptocurrencies like Bitcoin and Ethereum. This allows research into problems like …
from cryptocurrencies like Bitcoin and Ethereum. This allows research into problems like …
Discrete-time graph neural networks for transaction prediction in Web3 social platforms
In Web3 social platforms, ie social web applications that rely on blockchain technology to
support their functionalities, interactions among users are usually multimodal, from common …
support their functionalities, interactions among users are usually multimodal, from common …
Patterns in temporal networks with higher-order egocentric structures
The analysis of complex and time-evolving interactions, such as those within social
dynamics, represents a current challenge in the science of complex systems. Temporal …
dynamics, represents a current challenge in the science of complex systems. Temporal …
[HTML][HTML] Characterizing growth in decentralized socio-economic networks through triadic closure-related network motifs
The emergence of the Web3 paradigm has led to more and more systems built on
blockchain technology and relying on cryptocurrency tokens–both fungible and non-fungible …
blockchain technology and relying on cryptocurrency tokens–both fungible and non-fungible …
Graph Evolution Rules Meet Communities: Assessing Global and Local Patterns in the Evolution of Dynamic Networks
The study of dynamic networks in computer science has become crucial, given their ever-
evolving nature within digital ecosystems. These networks serve as fundamental models for …
evolving nature within digital ecosystems. These networks serve as fundamental models for …
Investigating shocking events in the ethereum stablecoin ecosystem through temporal multilayer graph structure
In the dynamic landscape of the Web, we are witnessing the emergence of the Web3
paradigm, which dictates that platforms should rely on blockchain technology and …
paradigm, which dictates that platforms should rely on blockchain technology and …
User migration prediction in blockchain socioeconomic networks using graph neural networks
The growing popularity of online social media (OSM) has led to the creation of a wide
amount of social media platforms. In this context, the increasing competition among …
amount of social media platforms. In this context, the increasing competition among …
Unfolding temporal networks through statistically significant graph evolution rules
Understanding and extracting knowledge from temporal networks is crucial to understand
their dynamic nature and gain insights into their evolutionary characteristics Existing …
their dynamic nature and gain insights into their evolutionary characteristics Existing …
Mining and learning Web3 platforms: a temporal network perspective
CT Ba - 2024 - air.unimi.it
In the past decade, there has been a notable shift in Internet services, challenging the
traditional structure of Web 2.0 dominated by a few centralized platforms. This transformation …
traditional structure of Web 2.0 dominated by a few centralized platforms. This transformation …
A Framework for Network Evolution
A Galdeman - 2024 - air.unimi.it
The digital transformation has fundamentally reshaped how organizations operate, leading
to an unprecedented flood of data across all sectors. With the global digital transformation …
to an unprecedented flood of data across all sectors. With the global digital transformation …