Concept scheme metadata

Canonical URI
https://www.mcloughlin.world/glossaries/ssa-lexicon/scheme/digital-extraction/#scheme
Ontology type
SKOS ConceptScheme · Schema.org DefinedTermSet
Concepts
5
Status
Published
Version
0.2.0
Creator
Sarah Ailish McLoughlin
Licence
CC BY 4.0
Concept scheme · 5 concepts

Glossary Of Digital Extraction

These are not metaphors. They’re mechanisms. This glossary maps how digital systems harvest lived-experience wisdom as data, dilute it into scalable “solutions,” and lock the originators out of authorship, funding, or influence.

Defined term

Feedback Laundering

Translating powerful personal testimony into neutral or decontextualised summaries that can be used to justify inaction or misrepresent lived-experience consensus.

Defined term

Insight Extraction

Consulting communities for their ideas, then converting those ideas into institutionally owned frameworks, campaigns, or products—often stripped of context and credit.

Defined term

Invisible IP Theft

When frameworks, toolkits, or language appear in new systems that mirror community-created work—but with no credit, backlinks, or citation trail. Authorship becomes untraceable, yet the architecture remains.

Defined term

Platformed Displacement

When the system boosts extracted insights through professional channels while the original authors remain invisible, unfunded, or de-platformed. This shifts cultural capital to institutions that did not generate the knowledge they profit from.

Defined term

Semantic Mining

When lived-experience phrases are lifted from social media, feedback forums, or community spaces and reused in policy, branding, or AI without acknowledgment. This practice erases intellectual labour while monetising the emotional truth of marginalised people.

SSA Ontology v0.1.0 · Created by Sarah Ailish McLoughlin · Ontology content licensed CC BY 4.0.
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