@context
dict | @type
string | name
string | description
string | license
string | version
string | datePublished
timestamp[s] | citation
string | distribution
list | table
list |
|---|---|---|---|---|---|---|---|---|---|
{
"@vocab": "https://w3id.org/croissant/schema/v1.1#",
"schema": "https://schema.org/",
"Dataset": "schema:Dataset",
"xsd": "http://www.w3.org/2001/XMLSchema#",
"name": "schema:name",
"description": "schema:description",
"license": "schema:license",
"version": "schema:version",
"citation": "schema:citation",
"datePublished": "schema:datePublished"
}
|
Dataset
|
ARCTraj
|
A dataset of object-centric human trajectories for solving ARC tasks, represented as a single CSV file with metadata, timestamps, and action sequences.
|
https://creativecommons.org/licenses/by/4.0/
|
1.0.0
| 2024-05-01T00:00:00
|
Kim et al. (2024). ARCTraj: Human Trajectory Dataset for ARC Tasks.
|
[
{
"name": "ARCTraj",
"encodingFormat": "text/csv",
"contentUrl": "ARCTraj.csv"
}
] |
[
{
"name": "ARCTraj",
"aboutUrl": "ARCTraj.csv",
"column": [
{
"name": "logId",
"description": "Log ID for the recorded interaction",
"datatype": "xsd:integer"
},
{
"name": "userId",
"description": "Unique identifier for the user",
"datatype": "xsd:integer"
},
{
"name": "taskId",
"description": "8-character hash identifier for the ARC task",
"datatype": "xsd:string"
},
{
"name": "actionSequence",
"description": "JSON-encoded list of user actions during task solving",
"datatype": "xsd:string"
},
{
"name": "startedAt",
"description": "Timestamp of when the user started the task",
"datatype": "xsd:dateTime"
},
{
"name": "endedAt",
"description": "Timestamp of when the user ended the task",
"datatype": "xsd:dateTime"
}
]
}
] |
Dataset Card for ARCTraj
This dataset contains user interaction logs collected during problem-solving of ARC (Abstraction and Reasoning Corpus) tasks.
It captures human trajectories in the form of timestamped action sequences and metadata for analyzing behavior, performance, and reasoning strategies.
Dataset Details
- Curated by: GIST DSLAB
- License: CC-BY-NC-4.0
- Files included:
ARCTraj.csv - Language: Not applicable (interaction logs)
Uses
This dataset can be used for:
- Modeling human behavior in problem-solving
- Offline reinforcement learning
- Learning from demonstration (LfD)
- Program synthesis from user actions
Dataset Structure
ARCTraj.csv
| Column | Description |
|---|---|
| logId | Unique log session ID |
| userId | Anonymized user ID |
| taskId | ARC task identifier |
| actionSequence | List of actions performed by the user |
| startedAt | Session start timestamp |
| endedAt | Session end timestamp |
Risks and Limitations
This dataset contains behavioral data from anonymous users. All nicknames were removed and IDs anonymized.
It is not intended for identity profiling or commercial use.
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