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Page, Brin, Motwani and Winograd: recursive link ranking with PageRank

Contribution grade

Computer science · Computer science

Reference score180,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

The PageRank report formalized recursive hyperlink-based ranking with a rank-source/random-surfer interpretation, described computation on large web-link graphs and explored personalized restart sources.

Scientific scope

The PageRank report formalized recursive hyperlink-based ranking with a rank-source/random-surfer interpretation, described computation on large web-link graphs and explored personalized restart sources. The ranking model uses a declared directed-link graph, normalization and damping/teleportation assumptions. Stationary link weight is not scientific correctness, personal worth or resistance to every manipulation. Convergence and uniqueness require the stated matrix/model conditions. The original experiments, later search-engine engineering and modern ranking variants remain distinct.

Evidence

Source-linked, scoped account of the original work. The published scope states the scientific assumptions and remaining verification limits. WRS has not independently certified the full proof, experimental result or system benchmark.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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