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Saving time and sanity: Using active learning for systematic reviews and meta-analyses

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  • المؤلفون: van de Schoot, Rens
  • نوع التسجيلة:
    conference object
    moving image (video)
  • اللغة:
    English
  • معلومة اضافية
    • بيانات النشر:
      ZPID (Leibniz Institute for Psychology)
    • الموضوع:
      2023
    • الموضوع:
      150
    • نبذة مختصرة :
      ASReview uses state-of-the-art active learning techniques to solve one of the most exciting challenges in screening large amounts of text: there’s not enough time to read everything! Learn more about the free and open-source software for systematic reviewing: ASReview. During the presentation, Rens will explain how the step of manual screening abstracts for systematic reviews or meta-analyses can be accelerated by interacting with machine learning (this is called active learning), thereby saving up to 95% (!) of screening time. The community-driven project has grown into a vivid community of researchers, users, and developers worldwide, contributing to its open-source mission, and Rens will explain how you can join the movement towards fast, open, and transparent systematic reviews. ; http://www.ressyn-bigdata.org ; unknown
    • File Description:
      application/octet-stream
    • Relation:
      Big Data & Research Syntheses 2023, Frankfurt, Germany; http://www.ressyn-bigdata.org; https://doi.org/10.23668/psycharchives.12998; https://hdl.handle.net/20.500.12034/8544; http://dx.doi.org/10.23668/psycharchives.13047
    • الرقم المعرف:
      10.23668/psycharchives.13047
    • الدخول الالكتروني :
      https://hdl.handle.net/20.500.12034/8544
      https://doi.org/10.23668/psycharchives.13047
    • Rights:
      openAccess ; CC-BY-SA 4.0 ; https://creativecommons.org/licenses/by-sa/4.0/
    • الرقم المعرف:
      edsbas.7976691E