Supplementary Material for Cloud-Scale Collaborative Filtering Study

Supplementary Material 1 accompanies the research paper 'Excessive alignment hinders representation learning in cloud-scale collaborative filtering'. The dataset is published on figshare under a CC-BY-4.0 license by Dongdong Hao and was last updated on 2026-06-01. The 13.7 MB ZIP file likely contains supporting data for the study.

Use Cases

• Analyzing the impact of alignment techniques on model performance (inferred from domain, verify after download)
• Benchmarking collaborative filtering methods on cloud-scale data (inferred from domain, verify after download)
• Studying representation learning dynamics in recommender systems (inferred from domain, verify after download)

Strengths

• Published on figshare under a permissive CC-BY-4.0 license.
• Last updated on 2026-06-01 03:18:41.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Dongdong Hao

Freshness

Last updated 2026-06-01 03:18:41.