14 citations · 74 across the 22 of their papers we have counts for
4 papers · 1 filter
A Network Science Perspective to Personalized Learning
Ralucca Gera, Akrati Saxena, D'Marie Bartolf +1
The modern educational ecosystem is not one-size fits all. Scholars are accustomed to personalization in their everyday life and expect the same from education systems. Additionall…
The Banking Transactions Dataset and its Comparative Analysis with Scale-free Networks
Akrati Saxena, Yulong Pei, Jan Veldsink +3
We construct a network of 1.6 million nodes from banking transactions of users of Rabobank. We assign two weights on each edge, which are the aggregate transferred amount and the t…
How Fair is Fairness-aware Representative Ranking and Methods for Fair Ranking
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
Rankings of people and items has been highly used in selection-making, match-making, and recommendation algorithms that have been deployed on ranging of platforms from employment w…
NodeSim: Node Similarity based Network Embedding for Diverse Link Prediction
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
In real-world complex networks, understanding the dynamics of their evolution has been of great interest to the scientific community. Predicting future links is an essential task o…