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Author

John P. Lalor

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#graph neural networks Open access Nov 2026

Modeling Edge-Rich Graphs Using Neural Networks

The state of the art in graph analytics has advanced rapidly in recent years. Much of this advancement, to account for heterogeneous and dynamic networks, has been on graphs with rich node-level information such as those found on the Internet, social media, or in relational databases. Conversely, edge-rich graphs, wher...

Shao-Shuai Li, John P. Lalor, Faizan Ahmad et al. · 0 citations
Review Sep 2026

Inflation in Reputation Systems? Newcomers, Veterans, and Socialization within a Platform Community

Rating inflation is prevalent in reputation systems and can reduce their informational value. Through an exploratory mixed‐method study, we examine how and why rating inflation behavior evolves over time as reviewers socialize within an online reputation system platform community. We show that some reviewers are more p...

Mareike Möhlmann, Nicholas Berente, Yoonseock Son et al. · 0 citations

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