A Solution to Plato's Problem¶
Landauer, T. K., & Dumais, S. T. (1997). A Solution to Plato's Problem: The Latent Semantic Analysis Theory of Acquisition, Induction, and Representation of Knowledge. Psychological Review, 104(2), 211-240.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Hebbian Learning
- Habit formation and skill acquisition. Co-occurring context-action pairs accrue strength, so the cue alone increasingly triggers the behavior — the stimulus-response literature in Hebbian shape. Team and organizational coordination. Members who repeatedly act jointly develop tighter coupling — shared shorthand, anticipated moves, reduced communication overhead; those who never coact never develop it. Social-network tie formation. Repeated interaction strengthens ties; absence lets them decay, with the same runaway risk (preferential-attachment-like concentration) that pure Hebbian rules show. Language and concept association. Words that co-occur become associated in semantic memory; distributional-semantics methods are large-scale Hebbian bookkeeping over corpora.
This sourceDistributional-semantics method treating word co-occurrence as large-scale association — Hebbian bookkeeping over corpora.
Supported in partVerified against the work's full text
LSA derives word similarity and meaning from word co-occurrence statistics, but the paper never calls this Hebbian and stresses its SVD dimensionality reduction goes beyond raw co-occurrence.
“resembles classical conditioning in that it depends on contiguity or co-occurrence”
- Habit formation and skill acquisition. Co-occurring context-action pairs accrue strength, so the cue alone increasingly triggers the behavior — the stimulus-response literature in Hebbian shape. Team and organizational coordination. Members who repeatedly act jointly develop tighter coupling — shared shorthand, anticipated moves, reduced communication overhead; those who never coact never develop it. Social-network tie formation. Repeated interaction strengthens ties; absence lets them decay, with the same runaway risk (preferential-attachment-like concentration) that pure Hebbian rules show. Language and concept association. Words that co-occur become associated in semantic memory; distributional-semantics methods are large-scale Hebbian bookkeeping over corpora.
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Read against the text for 1 of 1 citation: 1 supported in part. Each verdict is shown under its citation below, with what in the work backs the sentence.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:d337ea0bec69 · see in the full table