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cs.DL2026
From Static Repositories to Agentic Knowledge Webs: ResearchTwin and the S-Index for Federated Human-AI Research Discovery
Martin G. Frasch
The exponential growth of scientific literature, datasets, and code repositories has created a discovery bottleneck that impedes knowledge synthesis and reproducibility. Traditiona…
cs.DL2025
The QIC-Index: A Novel, Data-Centric Metric for Quantifying the Impact of Research Data Sharing
Martin G. Frasch
We introduce the QIC-Index, a novel metric to address the failure of publication-centric metrics to value research data sharing. The QIC-Index quantifies the impact of individual d…