cs.DL · 2026-07-24 · No. 63

Digital Libraries, 2026-07-24.

2 new papers in cs.DL. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

    Muhsen Hammoud

    cs.DL · cs.AI

    Bibliometric indicators - citation counts, h-indexes, co-authorship networks - have long anchored science, technology, and innovation (STI) analytics, yet suffer from temporal lag, semantic shallowness, and an inability to capture the non-linear dynamics of contemporary knowledge ecosystems. Dynamic knowledge graphs and large language models (LLMs) have each been proposed as remedies, but neither is sufficient alone: existing scholarly...

    arxiv.org/abs/2607.21327 · PDF

  2. 02

    Scientific exploration, collaboration and labor division in the large language model era

    Xiang Zheng, Xi Hong, Jialin Liu, Chaoqun Ni

    cs.DL · cs.AI · cs.CY

    Large language models (LLMs) have rapidly and significantly entered scientific workflows, but it remains unclear how their diffusion is associated with changes in scientists' strategies in research directions and team building. We link PubMed Central full text with OpenAlex publication and collaboration histories for 775,323 scientists and analyze CRediT contribution statements from 137,120 multi-author papers. After 2022, scientists...

    arxiv.org/abs/2607.20923 · PDF

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