The exploration advantage in semantic search is interpreted as context-dependent, potentially beneficial in sparsely distributed target environments¶
Claim · All claims
Evidence · 1 study · associationalr1·q1
Currency · newest study 2019 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q1 i? The authors argue the same exploration bias may help or hinder performance depending on the search environment's target distribution. → Van den Driessche 2019
Evidence¶
Van den Driessche 2019¶
Van den Driessche, C., Chevrier, F., Cleeremans, A. & Sackur, J. (2019). Lower Attentional Skills predict increased exploratory foraging patterns. Scientific Reports 9:10948. https://doi.org/10.1038/s41598-019-46761-0
q1 · i? · associational · r1
Authors' interpretation (type e) from the Discussion: the visual task had uniformly distributed targets while semantic targets are "plausibly more sparsely and unevenly distributed", which they speculate resembles natural foraging. This is a stated interpretation, not a tested manipulation.
"the same exploration bias may have differential impacts on performances depending on search domains, and could even become beneficial as in our semantic task."
Discussion¶
Related Claims¶
- Higher ADHD scores predict an excess of long-distance jumps in visual search without any cost to visual search performance
- Higher ADHD scores increase the variability of semantic search paths via more long-distance jumps, but not mean semantic distance — related
- Children with higher ADHD rating-scale scores make longer transitions between consecutively retrieved items in a visual search task — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
exploration-bias-benefit-context-dependent |
title |
The exploration advantage in semantic search is interpreted as context-dependent, potentially beneficial in sparsely distributed target environments |
description |
The exploration advantage in semantic search is interpreted as context-dependent, potentially beneficial in sparsely distributed target environments |
status |
review |
evidence_strength |
weak |
newest_evidence |
2019 |
generated |
by process:wiki-ingest on 2026-10-16 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — van-den-driessche-2019 |
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