Name Disambiguation in AMiner

This is implementation of our KDD'18 paper:

Yutao Zhang, Fanjin Zhang, Peiran Yao, and Jie Tang. Name Disambiguation in AMiner: Clustering, Maintenance, and Human in the Loop. In Proceedings of the Twenty-Forth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'18).

Requirements

• Linux
• python 3
• install requirements via pip install -r requirements.txt

Note: Running this project will consume upwards of 10GB hard disk space. The overall pipeline will take several hours. You are recommended to run this project on a Linux server.

How to run

cd $project_path
export PYTHONPATH="$project_path:$PYTHONPATH"

# training part
python scripts/preprocessing.py
python global_/gen_train_data.py
python global_/global_model.py
python cluster_size/count.py

# prediction part
python scripts/predict.py

Data

data