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RevAIse: A Data Model for AI-Assisted Systematic Literature Review Workflows

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 03 Oct 2025Publisher:Zenodo
Authors: Boero, Riccardo;
Code repository: https://github.com/open-and-sustainable/revaise-model/tree/0.6.1

doi: 10.5281/zenodo.21034512 , 10.5281/zenodo.20511910 , 10.5281/zenodo.20512673 , 10.5281/zenodo.17257940 , 10.5281/zenodo.21034336 , 10.5281/zenodo.20996962

RevAIse: A Data Model for AI-Assisted Systematic Literature Review Workflows

Abstract

An Open Science standard for transparent, reproducible AI-assisted systematic literature review workflows. RevAIse provides a comprehensive, open standard for documenting complete systematic review workflows, enabling workflow automation, reproducibility, transparency, and interoperability across platforms and institutions.

Please check technical documentation at https://revaise-model.readthedocs.io/

Keywords

transparency, LinkML, evidence-synthesis, data-model, systematic-reviews, AI-assisted-research, FAIR-data, research-methods, open-science, reproducibility

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average