克罗地亚酒店业社交媒体内容的情感分析

IF 0.3 Q3 SOCIAL SCIENCES, INTERDISCIPLINARY Zbornik Veleucilista u Rijeci-Journal of the Polytechnics of Rijeka Pub Date : 2021-05-21 DOI:10.31784/ZVR.9.1.3
Jelena Mušanović, Jelena Dorčić, T. Baldigara
{"title":"克罗地亚酒店业社交媒体内容的情感分析","authors":"Jelena Mušanović, Jelena Dorčić, T. Baldigara","doi":"10.31784/ZVR.9.1.3","DOIUrl":null,"url":null,"abstract":"While social media have become a daily routine in modern society, brand communication and engagement with customers have become essential elements of marketing strategy and success in the tourism and hotel industry. This revolution of social media, in tourism and hospitality marketing, contributed to the rise of a novel sentiment analysis from a machine learning and natural language processing point of view. The purpose of the study is: to provide a general descriptive overview of comments posted by Facebook page followers; to identify specific textual\nattributes of hotel brand posts on social media and to apply the sentiment analysis to Facebook comments from four- and five-star hotel brands in Croatia to identify and compare customers’ feelings and attitudes towards the staff, services and products that hotel brands promote by posting messages on Facebook pages. To analyse hotel brand sentiments, the authors collected a total of 4,248 comments and 2,373 postings in English, German and Italian. The results showed that the comments on four- and five-star hotel brands expressed predominantly positive sentiments. Despite the positively oriented sentiments in the comments, Facebook page followers are predominantly passive users and do\nnot tend to comment actively. The results can be used by marketers in the tourism and hospitality industry to plan their future social media communication strategies.","PeriodicalId":40998,"journal":{"name":"Zbornik Veleucilista u Rijeci-Journal of the Polytechnics of Rijeka","volume":"1 1","pages":""},"PeriodicalIF":0.3000,"publicationDate":"2021-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Sentiment\\nanalysis of social media content in Croatian hotel industry\",\"authors\":\"Jelena Mušanović, Jelena Dorčić, T. Baldigara\",\"doi\":\"10.31784/ZVR.9.1.3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"While social media have become a daily routine in modern society, brand communication and engagement with customers have become essential elements of marketing strategy and success in the tourism and hotel industry. This revolution of social media, in tourism and hospitality marketing, contributed to the rise of a novel sentiment analysis from a machine learning and natural language processing point of view. The purpose of the study is: to provide a general descriptive overview of comments posted by Facebook page followers; to identify specific textual\\nattributes of hotel brand posts on social media and to apply the sentiment analysis to Facebook comments from four- and five-star hotel brands in Croatia to identify and compare customers’ feelings and attitudes towards the staff, services and products that hotel brands promote by posting messages on Facebook pages. To analyse hotel brand sentiments, the authors collected a total of 4,248 comments and 2,373 postings in English, German and Italian. The results showed that the comments on four- and five-star hotel brands expressed predominantly positive sentiments. Despite the positively oriented sentiments in the comments, Facebook page followers are predominantly passive users and do\\nnot tend to comment actively. The results can be used by marketers in the tourism and hospitality industry to plan their future social media communication strategies.\",\"PeriodicalId\":40998,\"journal\":{\"name\":\"Zbornik Veleucilista u Rijeci-Journal of the Polytechnics of Rijeka\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.3000,\"publicationDate\":\"2021-05-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Zbornik Veleucilista u Rijeci-Journal of the Polytechnics of Rijeka\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.31784/ZVR.9.1.3\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"SOCIAL SCIENCES, INTERDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zbornik Veleucilista u Rijeci-Journal of the Polytechnics of Rijeka","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.31784/ZVR.9.1.3","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"SOCIAL SCIENCES, INTERDISCIPLINARY","Score":null,"Total":0}
引用次数: 1

摘要

虽然社交媒体已经成为现代社会的日常生活,但品牌沟通和与客户的互动已经成为旅游和酒店业营销策略和成功的基本要素。在旅游和酒店营销领域,社交媒体的革命促进了一种基于机器学习和自然语言处理的新型情感分析的兴起。该研究的目的是:提供Facebook页面关注者发布的评论的一般描述性概述;识别社交媒体上酒店品牌帖子的特定文本属性,并将情感分析应用于克罗地亚四星级和五星级酒店品牌的Facebook评论,以识别和比较客户对酒店品牌通过在Facebook页面上发布消息来推广的员工、服务和产品的感受和态度。为了分析酒店品牌情绪,作者收集了4248条评论和2373条用英语、德语和意大利语发布的帖子。结果显示,对四星级和五星级酒店品牌的评论主要表达了积极的情绪。尽管评论中有积极的情绪,但Facebook页面的关注者主要是被动的用户,不倾向于积极地评论。研究结果可以被旅游和酒店业的营销人员用来规划他们未来的社交媒体传播策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Sentiment analysis of social media content in Croatian hotel industry
While social media have become a daily routine in modern society, brand communication and engagement with customers have become essential elements of marketing strategy and success in the tourism and hotel industry. This revolution of social media, in tourism and hospitality marketing, contributed to the rise of a novel sentiment analysis from a machine learning and natural language processing point of view. The purpose of the study is: to provide a general descriptive overview of comments posted by Facebook page followers; to identify specific textual attributes of hotel brand posts on social media and to apply the sentiment analysis to Facebook comments from four- and five-star hotel brands in Croatia to identify and compare customers’ feelings and attitudes towards the staff, services and products that hotel brands promote by posting messages on Facebook pages. To analyse hotel brand sentiments, the authors collected a total of 4,248 comments and 2,373 postings in English, German and Italian. The results showed that the comments on four- and five-star hotel brands expressed predominantly positive sentiments. Despite the positively oriented sentiments in the comments, Facebook page followers are predominantly passive users and do not tend to comment actively. The results can be used by marketers in the tourism and hospitality industry to plan their future social media communication strategies.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
25.00%
发文量
2
期刊最新文献
Determinante potpore lokalnog stanovništva razvoju turizma Controlling 4.0 in times of new technologies application Istraživanje utjecaja pandemije COVID-19 na moderno vodstvo i promjenu paradigme HRM-a Using mobile applications for language learning as part of language classes The significance of cross-cultural barriers in organizational communication
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1