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New paper details impact of small data methods on daily life

A new paper explores the practical applications of small data methods in various aspects of everyday life, including policy-making for under-represented groups and the development of assistive technologies. The research provides a conceptual overview, distinguishing small data from big data, and identifies common themes across case studies. It also details current data analysis and modeling techniques from statistics and computer science, aiming to outline a future agenda for effectively utilizing small data. AI

IMPACT Explores how AI can leverage limited data for societal benefits and technological advancements.

RANK_REASON The cluster contains a research paper published on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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New paper details impact of small data methods on daily life

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Maren Hackenberg, Sophia G. Connor, Fabian Kabus, June Brawner, Ella Markham, Mahi Hardalupas, Areeq Chowdhury, Rolf Backofen, Anna K\"ottgen, Angelika Rohde, Nadine Binder, Harald Binder, the Collaborative Research Center 1597 Small Data ·

    Small Data Explainer -- The impact of small data methods in everyday life

    arXiv:2507.11773v2 Announce Type: replace-cross Abstract: The emergence of breakthrough artificial intelligence (AI) techniques has led to a renewed focus on how small data settings, i.e., settings with limited information, can benefit from such developments. This includes societ…