uva-hypergraph's Introduction

[SDM 2024] UVA-Hypergraph dataset

Anonymized UVA Contact Networks in Hypergraph

Publication

H2ABM: Heterogeneous Agent-based Model on Hypergraphs to Capture Group Interactions.

Authors: Vivek Anand*, Jiaming Cui*, Jack Heavey, Anil Vullikanti, B. Aditya Prakash

*Equal contribution

Venue: SDM 2024

Link to the paper: https://sites.cc.gatech.edu/~jcui75/papers/h2abm-sdm24.pdf

Link to the code: https://github.com/AdityaLab/H2ABM

Dataset

The dataset is at data folder. Each day.txt contains the co-location network for one day.

There are 5 columns in each txt file

person1,person2,start_time,end_time,location

Each row is one record of the co-location data on that day. It means [person1] and [person2] are at [location] from [start_time] to [end_time]

There are two kinds of person: patients (with id [MRN_]) and healthcare workers (with id [HCW_]) The [start_time] and [end_time] are in seconds. Numbers starting from 12:00 am.

Cite our work

If you find our work useful, please cite our work:

Vivek Anand*, Jiaming Cui*, Jack Heavey, Anil Vullikanti, B. Aditya Prakash. H2ABM: Heterogeneous Agent-based Model on Hypergraphs to Capture Group Interactions. SDM 2024.

@inproceedings{anand2024h2abm,
  title={},
  author={Anand, Vivek and Cui, Jiaming and Heavey, Jack and Vullikanti, Anil and Prakash, B Aditya},
  booktitle={Proceedings of the 2024 SIAM International Conference on Data Mining (SDM)},
  pages={280--288},
  year={2024},
  organization={SIAM}
}

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