旅客画像数据集

旅客画像数据集主要面向旅客画像研究。为实现个性化服务目标，须首先解决机场旅客出行需求的精准感知和预测问题。这部分工作的关键之一是全面提取旅客的异质性需求特征，目前用户画像技术已广泛应用于各个领域的个性化服务中，而现有研究尚未能针对民航领域设计一套全面的用户画像构建体系，因此有必要对机场旅客画像进行更深一步的研究。

The Passenger Profile Dataset is primarily oriented towards passenger profile research. To achieve the goal of personalized services, the accurate perception and prediction of airport passengers' travel needs must be addressed first. One of the core tasks of this work is to comprehensively extract the heterogeneous demand characteristics of passengers. Currently, user profile technology has been widely applied in personalized services across various fields, but existing studies have not yet developed a comprehensive user profile construction system tailored for the civil aviation sector, thus necessitating further research on airport passenger profiles.

搜集汇总

背景与挑战

背景概述

该数据集专注于机场旅客画像研究，旨在通过提取旅客异质性需求特征，实现个性化服务和出行需求的精准预测，弥补民航领域用户画像构建体系的不足。数据集包含699.04MB数据，共73个文件，来源于国家重点研发计划项目，适用于航空运输领域的相关分析。