Experimental Teaching Environment Student Operation Behavior Recognition Dataset
#video behavior recognition #educational context analysis #education and training #behavior recognition #experimental teaching
- 500 records
- 1.3G
- MP4
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
Currently, in the field of education during experimental teaching, it is difficult for teachers to monitor each student's operational behavior in real-time and accurately, posing a challenge to teaching quality and personalized guidance for students. Existing educational monitoring systems mostly rely on teachers' observations and manual records, which are inefficient and prone to omissions. This dataset aims to solve the problem of student behavior recognition in experimental teaching through video analysis technology, enhancing the intelligence level of teaching management. The data is collected using high-definition cameras in a real experimental teaching environment, ensuring good lighting and camera angles during collection. The data quality is ensured through multiple rounds of annotation and consistency checks, reviewed by educational technology experts. The annotation team includes 50 professionals with a teaching background. Data preprocessing includes video editing, keyframe extraction, noise removal, and other steps, stored in MP4 format, organized according to the type of operation. The overall data structure includes timestamps for each video segment, behavior labels, and related metadata information.
Dataset Insights
Sample Examples
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| duration | string | Duration |
| quality | string | Resolution |
| action_type | string | The specific type of operation performed by the student during the experiment. |
| subject_id | string | The subject ID that the experiment the student is currently conducting belongs to. |
| gesture | string | The type of gesture used by the student during the operation. |
| interaction_object | string | The experimental equipment or device that the student interacts with during the experiment. |
| position_in_frame | string | The position of the student within the video frame. |
| facial_expression | string | The changes in the student's facial expression during the operation. |
| body_pose | string | Describes the student's body posture during the operation. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the Experiment Teaching Environment Student Operation Behavior Recognition Dataset?
- The Experiment Teaching Environment Student Operation Behavior Recognition Dataset is used to identify and analyze student operational behaviors in an experimental teaching environment.
- How can this dataset be used in the field of education and training?
- This dataset can be used to optimize teaching methods and improve student learning outcomes in experimental teaching environments.
- What is the role of video data?
- Video data captures the behavioral details of students in an experimental environment, which helps in precise identification and analysis of operational behaviors.
- What educational training challenges can this dataset address?
- This dataset can help address challenges such as assessing student engagement, monitoring proficiency in experimental operations, and formulating personalized teaching plans.
- Why is it important to use behavior recognition datasets in experimental teaching?
- Behavior recognition datasets allow for a better understanding of students' learning patterns and behavior preferences, thereby enhancing teaching quality and efficiency.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Experimental Teaching Environment Student Operation Behavior Recognition Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/a9190eb1fd51832d714fff8e795cfc9b},
urldate={2026-02-04},
keywords={education dataset, behavior recognition video, experimental teaching monitoring},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder