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LIS research methods evolve with data resources and career stages · 4 sources tracked

By PulseAugur Editorial · [4 sources] ·

A study analyzing Library and Information Science (LIS) research methods from 1990 to 2022 reveals that data resources have been a primary driver of methodological evolution. The research identified four key categories of data-driven method entities: algorithms and models, data resources, software and tools, and metrics. Another study examining LIS research from 1990 to 2023 found that while theoretical approaches have declined, experimental and bibliometric methods have gained prominence, with method diversity varying significantly across different career stages of researchers. AI

IMPACT Highlights the increasing role of data-driven methods and AI models in academic research, influencing methodological trends and researcher behavior.

RANK_REASON The cluster consists of two academic papers published on arXiv, detailing empirical studies on research methods within a specific academic field.

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AI-generated summary · Google Gemini · from 4 sources. How we write summaries →

LIS research methods evolve with data resources and career stages · 4 sources tracked

COVERAGE [4]

  1. arXiv cs.CL TIER_1 English(EN) · Chengzhi Zhang, Yi Mao, Shuyu Peng ·

    Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities

    arXiv:2606.25320v1 Announce Type: cross Abstract: Since the 1990s, advancements in big data and information technology have increasingly driven data-centric research in the field of Library and Information Science (LIS). To assess the influence of this data-driven research paradi…

  2. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Shuyu Peng ·

    Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities

    Since the 1990s, advancements in big data and information technology have increasingly driven data-centric research in the field of Library and Information Science (LIS). To assess the influence of this data-driven research paradigm on the LIS discipline, this study conducts a fi…

  3. Hugging Face Daily Papers TIER_1 English(EN) ·

    Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities

    Since the 1990s, advancements in big data and information technology have increasingly driven data-centric research in the field of Library and Information Science (LIS). To assess the influence of this data-driven research paradigm on the LIS discipline, this study conducts a fi…

  4. arXiv cs.IR (Information Retrieval) TIER_1 English(EN) · Yi Mao ·

    Research Method Usage across Academic Ages in Library and Information Science: An Empirical Study (1990-2023)

    Academic age critically shapes career development, influencing research behavior, output volume, and methodological choices. Analyzing method variation across academic ages offers a new theoretical lens on scholarly evolution and provides early-career researchers with practical g…

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