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Model Perspective
Model Perspective
Apr 15, 2026 · Industry Insights

Why Are Chinese Hotels Closing? A Budget‑Constraint Analysis of Shifting Consumer Demand

The article applies a classic budget‑constraint model to China's 2025 hotel market, revealing how slowed income growth, cheaper travel alternatives, and lifestyle changes force consumers to downgrade or skip overnight stays, concentrating demand in low‑price segments and threatening mid‑range hotels.

Budget ConstraintChina HospitalityConsumer Demand
0 likes · 8 min read
Why Are Chinese Hotels Closing? A Budget‑Constraint Analysis of Shifting Consumer Demand
Qunar Tech Salon
Qunar Tech Salon
Jul 25, 2024 · Artificial Intelligence

AI-Generated Video Practices for International Hotels

At the WOT2024 conference, Qunar Travel’s CTO Zheng Jimin presented a comprehensive overview of AI-generated video production for international hotels, detailing challenges, AI-driven workflow automation, practical implementation steps, multilingual translation enhancements, and performance results, offering valuable insights for scaling high‑quality hotel video content.

AIAIGCAutomation
0 likes · 11 min read
AI-Generated Video Practices for International Hotels
Qunar Tech Salon
Qunar Tech Salon
Dec 10, 2020 · Operations

Improving International Hotel After‑Sales Service: Metrics, Optimization Strategies, and Risk Prediction with LightGBM

The article analyzes the after‑sales process of international hotel bookings, defines key metrics such as defect rate and SPO, describes operational improvements, and presents a LightGBM‑based risk‑prediction model to reduce on‑site defects and enhance overall service efficiency.

Hotel IndustryLightGBMOperations
0 likes · 14 min read
Improving International Hotel After‑Sales Service: Metrics, Optimization Strategies, and Risk Prediction with LightGBM
Ctrip Technology
Ctrip Technology
Apr 3, 2018 · Artificial Intelligence

Ctrip Hotel Image Intelligence: From Pre‑Processing to Smart Applications

This article describes Ctrip's end‑to‑end hotel image intelligence platform, covering image pre‑audit, deduplication, watermark detection, quality enhancement, content classification, aesthetic assessment, and downstream applications such as smart display, image‑text integration, and automated video generation, all driven by computer‑vision and deep‑learning techniques.

Deep LearningHotel Industry
0 likes · 18 min read
Ctrip Hotel Image Intelligence: From Pre‑Processing to Smart Applications
Qunar Tech Salon
Qunar Tech Salon
Sep 27, 2016 · Backend Development

Evolution and Architecture of Qunar's Hotel Supply Chain System

This article chronicles the design, evolution, and architectural decisions of Qunar's hotel supply‑chain system from its 2014 inception, detailing workflow automation, contract digitization, cross‑category integration, and the resulting backend infrastructure that supports hotel product onboarding and sales.

Backend DevelopmentHotel IndustrySupply Chain
0 likes · 9 min read
Evolution and Architecture of Qunar's Hotel Supply Chain System