Dec 4, 2023 · Product Management

How Travel Apps Boost User Experience: 4 Real‑World Design Case Studies

This article examines four practical design cases—Amap’s traffic‑light countdown, Google Maps’ concise route display, Amap’s group‑share feature, and Didi’s friend‑travel function—showing how travel apps enhance transparency, convenience, and comfort for users through thoughtful UI and interaction design.

Case StudyMobile UIProduct Design

0 likes · 4 min read

How Travel Apps Boost User Experience: 4 Real‑World Design Case Studies

Tongcheng Travel Technology Center

Apr 14, 2023 · Artificial Intelligence

Multi‑Business Recommendation System for the Tongcheng App Home Page Waterfall Flow

This article describes the architecture, data processing, city‑intent modeling, resource recall strategies, and multi‑task ranking models—including PLE‑CGC and ESMM—used to improve click‑through and conversion rates of the Tongcheng travel app's homepage waterfall‑flow recommendation, and outlines experimental results and future optimization directions.

CTRCVRESMM

0 likes · 10 min read

Multi‑Business Recommendation System for the Tongcheng App Home Page Waterfall Flow