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Hofmann: probabilistic latent semantic indexing

Contribution grade

Natural language processing and speech · ALGORITHM

Reference score85,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Introduced PLSI latent-class model and evaluated retrieval.

Scientific scope

The record is Hofmann's sole-author SIGIR 1999 paper. It does not absorb classical latent semantic indexing, latent Dirichlet allocation, later topic models or universal semantic interpretation claims.

Evidence

The linked sources identify this contribution and its scope. WRS has not independently reconstructed the scientific claims. The record is Hofmann's sole-author SIGIR 1999 paper. It does not absorb classical latent semantic indexing, latent Dirichlet allocation, later topic models or universal semantic interpretation claims.

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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