Why Don't You Click: Understanding Non-Click Results in Web Search with Brain Signals
Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuancheng Li, Jiaji Li, Xuesong Chen, Min Zhang, Shaoping Ma
2022年份
15被引次数
5顶会引用
摘要
Web search heavily relies on click-through behavior as an essential feedback signal for performance evaluation and improvement. Traditionally, click is usually treated as a positive implicit feedback signal of relevance or usefulness, while non-click is regarded as a signal of irrelevance or uselessness. However, there are many cases where users satisfy their information need with the contents shown on the Search Engine Result Page (SERP). This raises the problem of measuring the usefulness of non-click results and modeling user satisfaction in such circumstances.
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- Query Augmentation with Brain SignalsZiyi Ye, Jingtao Zhan, Qingyao Ai, Yiqun Liu 等ACM MM 2024 · 被引用 7 次
- Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemZiyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang 等ACM MM 2022 · 被引用 6 次
- Understanding the Effect of Opinion Polarization in Short Video BrowsingBangde Du, Ziyi Ye, Zhijing Wu, Monika Jankowska 等SIGIR 2025 · 被引用 2 次
- Efficient Content-based Recommendation Model Training via Noise-aware Coreset SelectionHung Vinh Tran, Tong Chen, Hechuan Wen, Quoc Viet Hung Nguyen 等WWW 2026
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