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license: apache-2.0
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license: apache-2.0
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# HuggingBench-Recommendation
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This dataset contains Resource Recommendation test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".
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## Dataset Details
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- `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).
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- `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).
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- `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.
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## Uses
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<!-- Address questions around how the dataset is intended to be used. -->
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We use [SSLRec](https://github.com/HKUDS/SSLRec) to implemen baselines for resource recommendation.
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- Clone [SSLRec](https://github.com/HKUDS/SSLRec) and configure required environment.
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- Download data in [HuggingBench-Recommendation](https://huggingface.co/datasets/cqsss/HuggingBench-Recommendation) to `SSLRec/datasets` of SSLRec.
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- Copy configuration files in `./resource_recommendation/SSLRec/config` and `./resource_recommendation/SSLRec/data_utils` from [Github](https://github.com/nju-websoft/HuggingBench).
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- Run shell scripts in `./resource_recommendation/SSLRec/scripts`.
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