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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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