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Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks

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Description:

Code to accompany the paper "Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks" published in ACM Transactions on Knowledge Discovery from Data, 2019.

Datasets:

1. DBLP

Download Link: https://static.aminer.org/lab-datasets/citation/dblp.v8.tgz
extract dblp.txt to features/dblp/data

2. Delicious

Download Link: http://files.grouplens.org/datasets/hetrec2011/hetrec2011-delicious-2k.zip
extract all files to features/delicious/data

3. MovieLens

Download Link: http://files.grouplens.org/datasets/hetrec2011/hetrec2011-movielens-2k-v2.zip
extract all files to features/movielens/data

Paper:

Available on arXiv: https://arxiv.org/pdf/1710.00818

Citing:

@article{sajadmaneshtkdd19,
      author = {Sajadmanesh, Sina and Bazargani, Sogol and Zhang, Jiawei and Rabiee, Hamid R.},
      title = {Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks},
      journal = {ACM Transactions on Knowledge Discovery from Data},
      volume = {13},
      number = {4},
      month = jul,
      year = {2019},
      pages = {44:1--44:31}
}

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