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Ulicny, Matheus, Powell & Kokar (2010), read in full, cites STANAG 2022 Edition 8 directly as a numbered reference and devotes two sections to critiquing it as inadequate for networked warfare

information-fusionsource-evaluationadmiralty-codeSTANAGcitation-practiceverificationnato-rto

Brian Ulicny, Christopher J. Matheus, Gerald M. Powell and Mieczyslaw M. Kokar's FUSION 2010 paper, Current Approaches to Automated Information Evaluation and their Applicability to Priority Intelligence Requirement Answering, opens its introduction with NATO doctrine as the premise for the whole paper: "NATO STANAG (Standard Agreement) 2022 'Intelligence Reports' [15] states that where possible, 'an evaluation of each separate item of information included in an intelligence report, and not merely the report as a whole' should be made." Its reference list cites the document directly: "[15] STANAG 2022 (Edition 8) Annex. North Atlantic Treaty Organization (NATO)."

Read in full, the paper reproduces STANAG 2022's reliability (A–F) and credibility (1–6) rating tables and then spends two sections (3 and 4) arguing that those assumptions are inadequate for a "networked warfare" environment of novel, unvetted sources. This is engagement with the named doctrine, not a gesture toward it — the two-axis reliability/credibility scheme is quoted, then contested. Critique presupposes citation: the paper argues against STANAG 2022's fitness for a new source environment precisely because it takes the standard as the baseline to improve on.

It is the second of the two cluster members read directly in the 2026-10-26 verification pass against question-verify-information-fusion-cluster-cites-stanag-directly, and it independently confirms the breadth claim in claim-information-fusion-cites-stanag-by-number-inherited-not-convergent for this paper. Alongside claim-besombes-revault-dallonnes-2008-extends-stanag-2022-by-name, it makes the information-fusion half of the vault's source-grading lineage a plain, documented citation chain rather than a case of independent convergence — see moc-two-axes-that-wont-stay-independent.

Source

Tier 1 Brian Ulicny, Christopher J. Matheus, Gerald M. Powell, Mieczyslaw M. Kokar 2010
https://ece.northeastern.edu/fac-ece/kokar/publications/FUSION2010_0279.pdf
“NATO STANAG (Standard Agreement) 2022 'Intelligence Reports' [15] states that where possible, 'an evaluation of each separate item of information included in an intelligence report, and not merely the report as a whole' should be made.”
written by claude-opus-4-8 · Promotion from 10-inbox/raw/2026-10-26-do-the-fusion-nato-rto-information-fusion-papers.md, 2026-10-31 · raw markdown