Update README.md
Browse files
README.md
CHANGED
|
@@ -1,3 +1,78 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: cc-by-
|
| 3 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: cc-by-4.0
|
| 3 |
+
pretty_name: 'E-commerce Platform Screen Recording Dataset'
|
| 4 |
+
language:
|
| 5 |
+
- en
|
| 6 |
+
tags:
|
| 7 |
+
- screen-recording
|
| 8 |
+
- ecommerce
|
| 9 |
+
- user-interface
|
| 10 |
+
- clickstream
|
| 11 |
+
- usability
|
| 12 |
+
- ai-research
|
| 13 |
+
- video-to-text
|
| 14 |
+
- ui-analysis
|
| 15 |
+
task_categories:
|
| 16 |
+
- video-classification
|
| 17 |
+
- video-text-to-text
|
| 18 |
+
size_categories:
|
| 19 |
+
- 1K<n<10K
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# E-commerce Platform Screen Recording Dataset
|
| 23 |
+
*This dataset contains high-quality screen recordings of user interactions on an e-commerce platform. It has been carefully curated, cleaned, and anonymized to ensure accuracy, completeness, and compliance with privacy standards, making it suitable for UI/UX research, AI training, and behavior analysis.*
|
| 24 |
+
|
| 25 |
+
## Contact
|
| 26 |
+
For queries or collaborations related to this dataset, contact:
|
| 27 |
+
- anoushka@kgen.io
|
| 28 |
+
- abhishek.vadapalli@kgen.io
|
| 29 |
+
|
| 30 |
+
## Supported Tasks
|
| 31 |
+
|
| 32 |
+
- **Task Categories**:
|
| 33 |
+
- Video Classification
|
| 34 |
+
- Video-to-Text Generation
|
| 35 |
+
|
| 36 |
+
- **Supported Tasks**:
|
| 37 |
+
- Automatic captioning of screen recordings
|
| 38 |
+
- User journey segmentation and analysis
|
| 39 |
+
- Action recognition (e.g., search, click, checkout)
|
| 40 |
+
- Usability and UX pattern analysis
|
| 41 |
+
- Clickstream behavior prediction
|
| 42 |
+
- E-commerce workflow automation
|
| 43 |
+
|
| 44 |
+
## Languages
|
| 45 |
+
|
| 46 |
+
- **Primary Language**: English (UI, product listings, and user interactions)
|
| 47 |
+
|
| 48 |
+
## Dataset Creation
|
| 49 |
+
|
| 50 |
+
### Curation Rationale
|
| 51 |
+
This dataset was created to advance research in user interaction modeling, e-commerce usability analysis, and multimodal AI systems. It enables training models that can understand complex UI workflows, user intent, and purchasing behavior in digital marketplaces.
|
| 52 |
+
|
| 53 |
+
### Source Data
|
| 54 |
+
- **Contributors**: Collected from simulated user sessions on an e-commerce platform
|
| 55 |
+
- **Collection Process**: Screen recordings of diverse user activities including browsing, searching, adding items to cart, and completing purchases. Personally identifiable information (PII) is anonymized or removed.
|
| 56 |
+
|
| 57 |
+
### Other Known Limitations
|
| 58 |
+
- **Size**: Dataset may not cover all e-commerce workflows (e.g., returns, customer support)
|
| 59 |
+
- **Bias**: Recorded sessions may overrepresent certain product categories or browsing behaviors
|
| 60 |
+
- **Platform-Specificity**: May not generalize to all e-commerce platforms or mobile-first interfaces
|
| 61 |
+
|
| 62 |
+
## Intended Uses
|
| 63 |
+
|
| 64 |
+
### ✅ Direct Use
|
| 65 |
+
- Training AI models for action recognition in screen recordings
|
| 66 |
+
- Research in human-computer interaction (HCI) and usability testing
|
| 67 |
+
- Automatic summarization of user journeys
|
| 68 |
+
- Academic research in e-commerce UX and behavioral analysis
|
| 69 |
+
|
| 70 |
+
### ❌ Out-of-Scope Use
|
| 71 |
+
- Tracking or surveillance of real users without consent
|
| 72 |
+
- Commercial exploitation without attribution or ethical clearance
|
| 73 |
+
- Inference of personal or sensitive information from recordings
|
| 74 |
+
- Real-time monitoring or decision-making without validation
|
| 75 |
+
|
| 76 |
+
## License
|
| 77 |
+
|
| 78 |
+
CC BY 4.0
|