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An Active Inference Ontology for Decentralized Science: from Situated Sensemaking to the Epistemic Commons

Authors: Friedman, Daniel; Applegate-Swanson, Shaun; Choudhury, Arhan; Cordes, RJ; El Damaty, Shady; Guénin—Carlut, Avel; Knight, V. Bleu; +6 Authors

An Active Inference Ontology for Decentralized Science: from Situated Sensemaking to the Epistemic Commons

Abstract

In this work, we examine science from the vantage points of blockchain technology and its connection to decentralized science (DeSci). We consider science as a collective process using Active Inference, an integrative framework that models the cognitive processes of perception, planning, and action selection in terms of Bayesian probabilities and updating. We present the Active Entity Ontology for Science (AEOS, available at coda.io/@active-inference-institute/active-entity-ontology-for-science-aeos) as a composable and versionable system for modeling various science systems, using the Active Inference entity partitioning. Further steps for developing and utilizing AEOS in the context of scientific ecosystems are provided.

v2 fixes the Coda URLs for AEOS to https://coda.io/@active-inference-institute/active-entity-ontology-for-science-aeos from https://coda.io/@active-inference-lab/active-entity-ontology-for-science-aeos -- that is the only change.

Keywords

Decentralized Science, Sensemaking, DeSci, Ontology, Science, Active Inference, Epistemic Commons

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selected citations
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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).
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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!
views
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