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cs247 Course Project

Emerging Relation Detection from News in Heterogeneous Information Networks

Build Status

Project Proposal

Proposal is here

Project Report

The final report of the presentation is here

Project Presentation

The slides of the presentation is here

Datasets

  1. All the News
  2. BBC News

Papers

  1. HEER:Heterogeneous Graph Embedding for Emerging Relation Detection from News
  2. Mining heterogeneous information networks princip ...

Project structure

.
├── data                    # Datasets 
│   │── bbc
│   │── mixed-news          
├── docs                    # Documentation files, reports and reference papers
├── src                     # Source code files
│   ├── reader.py
│   └── tests               # Automated tests
│        └── test_reader.py
├── requirements.txt        # Dependencies
├── Makefile
├── LICENSE
└── README.md

Development

Note: this project uses Python (>= 3.6). Please make sure you have the updated Python

It is recommended to use virtualenv to set up Python environments.

To begin with, install all the dependencies using the following command at project's top-level (e.g. cs247/).

make requirements

To run the unittest suites, use

make test

If you'd like to run any module (i.e. .py) directly, do python3 -m path_to.module_name. For example, to run test_reader.py under src/tests directory,

python3 -m src.tests.test_reader

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