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

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PsychArchives2023-08-03 更新2026-04-25 收录
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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

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2023-08-03
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