酒店评论中评估客人国籍构成

Aug, 2023

Assessing Guest Nationality Composition from Hotel Reviews

Fabian Gröger, Marc Pouly, Flavia Tinner, Leif Brandes

TL;DR利用机器学习技术从非结构化的文本评论中提取客人国籍参考，以动态评估和监测各个企业的客人构成。在研究中，使用预训练嵌入和堆叠的LSTM层的简单架构，证明了性能和运行时间之间的良好平衡。

Abstract

Many hotels target guest acquisition efforts to specific markets in order to best anticipate individual preferences and needs of their guests. Likewise, such strategic positioning is a prerequisite for efficient