Demand Modeling

DataFunSummit

Mar 19, 2024 · Artificial Intelligence

Modeling Price-Demand Relationships for Online Hotel Booking: Demand Functions, Causal Inference, and Multi-Scenario Joint Modeling

This article explores the challenges of estimating hotel occupancy in online booking platforms and presents four comprehensive approaches—background analysis, demand‑function based quantity‑price modeling, causal‑inference modeling, and multi‑scenario joint modeling—highlighting novel models, datasets, and experimental results for dynamic pricing optimization.

Demand ModelingMachine Learningcausal inference

0 likes · 11 min read

Modeling Price-Demand Relationships for Online Hotel Booking: Demand Functions, Causal Inference, and Multi-Scenario Joint Modeling

DataFunSummit

Apr 5, 2022 · Artificial Intelligence

Meituan's To‑Store Comprehensive Knowledge Graph: Construction, Applications, and Future Directions

Meituan's To‑Store Comprehensive Knowledge Graph (GENE) centralizes user demand nodes across diverse local‑life industries, detailing its multi‑layered construction, data mining pipelines, model‑driven entity and relationship extraction, and practical applications in search, recommendation, and intelligent display, while outlining future expansion plans.

Artificial IntelligenceDemand Modelingknowledge graph

0 likes · 25 min read

Meituan's To‑Store Comprehensive Knowledge Graph: Construction, Applications, and Future Directions