VPR Integrity Score (VIS)
VISTechnical Integrity of an Asset Representation Across Completeness, Verification, Freshness, Provenance, and Consistency
VIS measures technical integrity of asset representations.
Definition
VIS measures the technical integrity of an asset representation across five dimensions: Completeness, Verification, Freshness, Provenance, and Consistency. VIS informs representation-dependent GARI dimensions but is not mechanically embedded in GARI.
VIS assesses representation quality across completeness, verification, freshness, provenance, and consistency. Higher VIS indicates more technically sound representations.
Conceptual Formula
VIS = wComp·Comp + wVer·Ver + wFresh·Fresh + wProv·Prov + wCons·Cons, where weights are non-negative and sum to 1.Methodology
Type
index construction
Data Sources
Confidence Level
low
Description
VIS = wComp·Comp + wVer·Ver + wFresh·Fresh + wProv·Prov + wCons·Cons, where weights are non-negative and sum to 1.
Limitations
- Weight calibration is empirical
- Component measurement requires infrastructure
Key Takeaways
Key Points
- VIS scales 0-100
- Five weighted components
- Informs GARI but separate from it
Target Audience
Relevance Tags
Source Paper
Citation
For the VPR Integrity Score (VIS), see HomeSelf Research (2026), The Balance-Sheet Economics of AI-Mediated Demand.