Shopping Mall Atrium Advertisement Screen Effect Evaluation Dataset
#visual question answering #image recognition #advertisement effectiveness evaluation #shopping mall advertisement evaluation #advertisement placement optimization #media content analysis
- 500 records
- 1.6G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The core advantage of this dataset lies in its high-quality data annotation and innovative processing methods. Annotation accuracy exceeds 95%, with high consistency and excellent data integrity. The technical innovation includes the introduction of new annotation methods, integrating artificial intelligence technology to enhance data augmentation, resulting in at least a 15% performance improvement on similar datasets. This dataset addresses the challenging issue of quantifying advertising effectiveness and achieves optimization of advertising strategies. Compared to other visual question answering datasets, this dataset focuses on advertising evaluation, is more scarce, and has unique application scenarios with higher professionalism. Additionally, its universality and scalability allow it to be applied to other similar advertising scenarios, catering to various visual question answering task requirements.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| screen_brightness | integer | The brightness level of the advertisement screen. |
| crowd_density | integer | The density of the crowd near the advertisement screen. |
| advertisement_type | string | The type of advertisement content displayed in the image, such as product, service, etc. |
| text_visibility | string | The clarity of the text on the advertisement board, such as clear or blurry. |
| screen_position | string | The location of the advertisement screen in the atrium, such as left, right, center. |
| viewer_attention | integer | The level of viewer attention, used to assess the attractiveness of the advertisement. |
| color_scheme | string | The main color combination used in the advertisement, e.g., cool tones, warm tones. |
| advertisement_size | string | The display size of the advertisement in the image, such as full-screen or small-screen. |
| interactive_elements | boolean | Whether the advertisement contains interactive elements, such as QR codes, buttons, etc. |
| brand_visibility | integer | The degree of clarity and visibility of the brand logo in the advertisement. |
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 types of images are included in the shopping mall atrium billboard effect evaluation dataset?
- The dataset includes images of shopping mall atrium billboards, primarily used for evaluating the visual effects of advertisements.
- How can the shopping mall atrium billboard effect evaluation dataset be used to improve advertisement effectiveness?
- By using visual question answering to analyze audience reactions to the ad content, thereby optimizing ad design and deployment strategies.
- Which content media industries is the shopping mall atrium billboard effect evaluation dataset suitable for?
- This dataset is suitable for content media industries that need to analyze advertisement effectiveness, such as advertising agencies and market research firms.
- What is the main advantage of the shopping mall atrium billboard dataset?
- The main advantage is its ability to provide feedback on ad effectiveness in real environments, enhancing the scientific basis for advertising decisions.
- What makes the shopping mall atrium billboard effect evaluation dataset unique?
- The uniqueness of this dataset lies in its combination of images and visual question answering, providing a deep perspective on advertising effectiveness analysis.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Shopping Mall Atrium Advertisement Screen Effect Evaluation Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/5dd79162c8d517b7db09c3904cebc7b2?dataset_scene_cate_type=4},
urldate={2026-02-04},
keywords={shopping mall advertisement screen dataset, visual question answering dataset, advertisement effectiveness evaluation, content media analysis},
version={1.0}
}Using this in research? Please cite us.
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