Optimal signals assignment for eBay View Item page
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arXiv
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| Hauptverfasser: | , , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2025
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| _version_ | 1866908572060745728 |
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| author | Mandelbrod, Matan Jiang, Biwei Wagner, Giald Franji, Tal Feigenblat, Guy |
| author_facet | Mandelbrod, Matan Jiang, Biwei Wagner, Giald Franji, Tal Feigenblat, Guy |
| contents | Signals are short textual or visual snippets displayed on the eBay View-Item (VI) page, providing additional, contextual information for users about the viewed item. The aim in displaying the signals is to facilitate intelligent purchase and to incentivise engagement. In this paper, we present two approaches for developing statistical models that optimally populate the VI page with signals. Both approaches were A/B tested, and yielded significant increase in business metrics. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2510_01198 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Optimal signals assignment for eBay View Item page Mandelbrod, Matan Jiang, Biwei Wagner, Giald Franji, Tal Feigenblat, Guy Information Retrieval Signals are short textual or visual snippets displayed on the eBay View-Item (VI) page, providing additional, contextual information for users about the viewed item. The aim in displaying the signals is to facilitate intelligent purchase and to incentivise engagement. In this paper, we present two approaches for developing statistical models that optimally populate the VI page with signals. Both approaches were A/B tested, and yielded significant increase in business metrics. |
| title | Optimal signals assignment for eBay View Item page |
| topic | Information Retrieval |
| url | https://arxiv.org/abs/2510.01198 |