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在线评论数据挖掘视角下游客情感分析模式构建OA

中文摘要英文摘要

互联网时代的到来,推动全球的经济发展发生巨大改变.如今互联网已经是人们的生活中不可分割的一部分.旅游行业的业态也随网络时代而转变.随着各旅游平台的兴起,在线评论已经是很普遍的现象,并成为人们旅游消费的重要参考指标.该文以肇庆市七星岩景区为调研对象,基于在线评论的视角对数据采集进行剔除过滤、高频词统计及可视化呈现等一系列工作,通过情感分析法对数据进行分析整理,构建游客情感分析模式.经过系列的实证试验分析可以诊断,对于旅游目的地因素,游客的情感更为敏感以及在意;管理和景观是景区提升自身竞争力的重要内容;消费不仅受游客关注度影响,同时也对游客情感有着显著的影响力.提出关于资源管理、经济发展模式和服务、饮食开发的相关建议.

The advent of the Internet era has greatly changed the global economic development.Nowadays,the use of the In-ternet has become an integral part of people's lives.The format of the tourism industry is also changing with the Internet era.With the rise of various tourism platforms,online commentary has become a very common phenomenon,and has become an impor-tant reference index for people's tourism consumption.This paper takes Seven Star Cave Scenic Spot in Zhaoqing City as the re-search object,based on the perspective of online comments,carries out a series of work,such as data collection,elimination and filtering,high-frequency word statistics and visual presentation,and analyzes and collates the data through emotional analysis.Con-struct a tourist emotion analysis model.After a series of empirical experimental analysis,it can be diagnosed that tourists'emo-tions are more sensitive and concerned about tourism destination factors;management and landscape are important contents for scenic spots to enhance their competitiveness;consumption is not only concerned by tourists.Meanwhile,this study has a signifi-cant impact on tourists'emotion,and puts forward relevant suggestions on resource management,economic development model and service,food development.

郭栩东;胡绿;李茂强;王怡

肇庆学院 旅游与历史文化学院,广东 肇庆 526061

计算机与自动化

在线评论游客情感情感分析模式数据挖掘高频词统计

online reviewstourists'emotionemotion analysis modeldata mininghigh-frequency word statistics

《科技创新与应用》 2024 (013)

9-13 / 5

2021年广东省高校省重点平台项目(2021ZDX4043);2022年肇庆学院质量工程项目(zlgc202110)

10.19981/j.CN23-1581/G3.2024.13.003

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