Exploring naturalistic driving data for distracted driving measures : [research project capsule].
archive: archived pipeline: cataloged
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Abstract
Distracted driving is a dangerous epidemic that continues to cause deaths and injuries in automobile crashes throughout the United States. According to the National Highway Traffi c Safety Administration (NHTSA), 3328 people were killed and an estimated additional 421,000 were injured in 2012 from distraction-aff ected crashes. In Louisiana, a reported 675 people were killed in 2011 from motor vehicle crashes and NHTSA estimates that 10% of these crashes occurred as a result of distracted driving.
Provenance
The full processing record for this entry. Every stage of this paper's journey through the pipeline is logged — what ran, with which tool and model, how many attempts it took, and when it last completed. Discovered via bulk_ingest_rosap on 2026-05-23 (8 acquisition events logged).
| Stage | Outcome | Tool | Model | Prompt | Attempts | Completed |
|---|---|---|---|---|---|---|
| discover | success | rosap | — | — | 2 | 2026-05-23 |
| archive | success | — | — | — | 1 | 2026-05-23 |
| extract | success | cached | — | — | 93 | 2026-07-02 |
| clean | success | — | — | — | 1 | 2026-06-01 |
| chunk | success | — | — | — | 1 | 2026-06-01 |
| embed | success | — | — | — | 1 | 2026-06-02 |
| enrich | success | — | — | — | 1 | 2026-05-23 |
| promote | success | — | — | — | 1 | 2026-05-23 |
| summarize | skipped | llm | qwen3.6-27b-nvidia | summ-v5 | 95 | 2026-07-02 |
| tag | success | vector_similarity | — | — | 19 | 2026-06-11 |
Topics
Ranked by relevance to this paper. Hover a topic for its definition.
- visual
- distraction detection algorithms
- external distraction
- distraction laws
- mobile phones
- naturalistic crash near crash
Information type
What kind of knowledge this paper contributes, grouped by family — independent of topic (what it is about) and method (how it was studied).
- Empirical Findings: observational prevalence, crash risk outcomes
- Methodological Resource: dataset resource