Moriano et al., "Community-Based Event Detection in Temporal Networks" (2019)

Pablo Moriano, Jorge Finke, and Yong-Yeol Ahn, Scientific Reports 9(1), 4358 (2019)
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@article{moriano2019event,
    author = {Pablo Moriano and Jorge Finke and Yong-Yeol Ahn},
    title = {Community-Based Event Detection in Temporal Networks},
    journal = {Scientific Reports},
    volume = {9},
    number = {1},
    pages = {4358},
    doi = {10.1038/s41598-019-40137-0},
    year = {2019},
}

Detects large events by comparing communication within and across network communities. Demonstrations on Enron email and Twitter during the Boston Marathon bombing show that community-crossing changes can reveal events even without a large increase in total volume.

Event detection, Temporal network, Community structure