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DataFunTalk
DataFunTalk
Mar 4, 2021 · Artificial Intelligence

Interactive Recommendation and Travel Theme Recommendation in the Fliggy App

This article presents the design and implementation of interactive recommendation and travel‑theme recommendation in Alibaba's Fliggy app, covering background, user demand classification, real‑time interest capture, various recall strategies, ranking models, multi‑task learning, and engineering tricks to improve CTR and user experience.

AIFliggyPersonalization
0 likes · 16 min read
Interactive Recommendation and Travel Theme Recommendation in the Fliggy App
DataFunSummit
DataFunSummit
Feb 7, 2021 · Artificial Intelligence

Interactive Recommendation and Travel Theme Recommendation in the Fliggy App

This article explains how Fliggy combines interactive recommendation with travel‑theme recommendation, detailing the underlying algorithms, user‑demand classification, real‑time interest capture, recall strategies, multi‑task learning for CTR prediction, and engineering tricks that improve personalization and click‑through rates.

AlibabaFliggyinteractive recommendation
0 likes · 17 min read
Interactive Recommendation and Travel Theme Recommendation in the Fliggy App