Data · dataset · 2021
The Mouse Action Recognition System (MARS): multi-worker behavior annotation data
Listed in CaltechDATA
This dataset was collected to quantify inter-annotator variability in manual labeling of social behaviors in freely interacting mice.
Description
We provided a group of graduate students, postdocs, and technicians in the Anderson lab with written descriptions of close investigation, mounting, and attack behaviors (included below), and instructed them to score a set of ten resident-intruder videos, all taken from unoperated mice. Annotators were given front- and top-view video of social interactions, and scored behavior using either Bento or the Caltech Behavior Annotator, both of which support simultaneous display of front- and top-view video and frame-by-frame browsing and scoring.
All but one annotator (Human 4) had previous experience scoring mouse behavior videos; Human 4 had previous experience scoring similar social behaviors in flies.
Links
Where it is published
- CaltechDATA record data.caltech.edu/records/1zp0n-nfs07 ↗
landing page · from data caltech edu
- DOI doi.org/10.22002/d1.2121 ↗
DOI / persistent id · from data caltech edu
Catalogue records · 1
- InvenioRDM API data.caltech.edu/api/records/1zp0n-nfs07 ↗
metadata API · from data caltech edu
Topics
- Stated by source
- behavior classification · mouse · neuroscience · social behavior
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Mus musculus · Psychology & Behavioral Science · Social Science
- Inferred from text
- Social and affective neuroscience 75% · Video 75%
Provenance · 1 source records, 20 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CaltechDATA | 1zp0n-nfs07 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].anzsrc:field:520207 | enrichment · data caltech edu | taxonomy-embedding@1.0.0 | title+keywords+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:humanities | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[modality].local:modality:video | enrichment · data caltech edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[organism].NCBITaxon:10090 | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['mouse'] |
| concepts[topic].invenio_subject:data_caltech_edu:behavior-classification | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:mouse | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:neuroscience | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:social-behavior | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| description | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/description |
| license | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| publication_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| title | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/title |
| updated_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| version_label | source · data caltech edu | connector:data_caltech_edu@1.0.0 |