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license: apache-2.0
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# HuggingBench-Recommendation

This dataset contains Resource Recommendation test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".

## Dataset Details

- `general_rec` contains training/validation/test set files for the *General Collaborative Filtering* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec).
- `social_rec` contains training/validation/test set files and user social relation file for the *Social Recommendation* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec).
- `ke_rec_xxx` contains training/validation/test set files and external KG files for the *Social Recommendation* methods in the format required by [SSLRec](https://github.com/HKUDS/SSLRec). `xxx` indicates the type of external KG from HuggingKG.

## Uses

<!-- Address questions around how the dataset is intended to be used. -->
We use [SSLRec](https://github.com/HKUDS/SSLRec) to implemen baselines for resource recommendation. 
- Clone [SSLRec](https://github.com/HKUDS/SSLRec) and configure required environment.
- Download data in [HuggingBench-Recommendation](https://huggingface.co/datasets/cqsss/HuggingBench-Recommendation) to `SSLRec/datasets` of SSLRec.
- Copy configuration files in `./resource_recommendation/SSLRec/config` and `./resource_recommendation/SSLRec/data_utils` from [Github](https://github.com/nju-websoft/HuggingBench). 
- Run shell scripts in `./resource_recommendation/SSLRec/scripts`.