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DataFunSummit
DataFunSummit
Dec 20, 2023 · Artificial Intelligence

Building and Applying an Image Tagging System: Architecture, Tag Design, Algorithms, and Business Use Cases

This presentation by senior data mining manager Zhou Yuanwei of Qunar outlines the architecture of an image tagging platform, the construction of a comprehensive tagging system, common algorithmic tags, and real-world applications such as look‑alike marketing, A/B test efficiency analysis, and business attribution, helping audiences understand tag types, design considerations, and value‑driven use cases.

AB testingData Miningbusiness analytics
0 likes · 2 min read
Building and Applying an Image Tagging System: Architecture, Tag Design, Algorithms, and Business Use Cases
37 Interactive Technology Team
37 Interactive Technology Team
Dec 13, 2018 · Artificial Intelligence

A 2‑Channel CNN Method for Automatic Game Asset Tag Generation and Similarity Recommendation

The paper introduces an improved two‑channel CNN, built on a shared VGG16 backbone and a hinge‑loss metric, to automatically generate numeric tags for game advertising assets by learning content and style similarity, achieving over 97% test accuracy and enabling efficient ad placement and asset management.

2-channel networkCNNSimilarity Detection
0 likes · 14 min read
A 2‑Channel CNN Method for Automatic Game Asset Tag Generation and Similarity Recommendation