Exploring the generalizability of discriminant word items and latent topics in online tourist reviews

Dickinger Astrid; Lalicic Lidija; Mazanec Josef

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Exploring the generalizability of discriminant word items and latent topics in online tourist reviews

机译：探索在线旅游评论中判别词项和潜在主题的一般性

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摘要

Purpose - Online reviews have been gaining relevance in hospitality and tourism management and represent an important research avenue for academia. This study aims to illustrate the discrimination between positive and negative reviews based on single word items and the sector-specific relevance of hidden topics.

机译：目的-在线评论已在酒店和旅游管理中变得越来越重要，并且代表了学术界的重要研究途径。这项研究旨在说明基于单个词项的正面和负面评论与隐藏主题的特定领域相关性之间的区别。

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来源
《International Journal of Contemporary Hospitality Management》 |2017年第2期|803-816|共14页
作者
Dickinger Astrid; Lalicic Lidija; Mazanec Josef;
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作者单位

MODUL Univ Vienna, Dept Tourism & Serv Management, Vienna, Austria;

MODUL Univ Vienna, Dept Tourism & Serv Management, Vienna, Austria;

MODUL Univ Vienna, Dept Tourism & Serv Management, Vienna, Austria;

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原文格式 PDF
正文语种 eng
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关键词
Social media; Online reviews; Quality management; SVM; LDA; Text mining;

机译：社交媒体;在线评论;质量管理;SVM;LDA;文本挖掘;

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专利

1. Mining meaning from online ratings and reviews: Tourist satisfaction analysis using latent dirichlet allocation [J] . Guo Yue, Barnes Stuart J., Jia Qiong Tourism management . 2017,第APRa期

机译：从在线评分和评论中挖掘含义：使用潜在狄利克雷分配的游客满意度分析
2. Electronic word-of-mouth and online reviews in tourism services: the use of twitter by tourists [J] . Marios D. Sotiriadis, Cina van Zyl Electronic Commerce Research . 2013,第1期

机译：电子口碑和在线旅游服务评论：游客使用推特
3. Electronic word-of-mouth and online reviews in tourism services: the use of twitter by tourists [J] . Marios D. Sotiriadis, Cinà van Zyl Electronic Commerce Research . 2013,第1期

机译：电子口碑和在线旅游服务评论：游客使用推特
4. Rating-Boosted Latent Topics: Understanding Users and Items with Ratings and Reviews [C] . Yunzhi Tan, Min Zhang, Yiqun Liu, International Joint Conference on Artificial Intelligence . 2016

机译：级别提升潜在主题：了解具有评级和评论的用户和项目
5. Latent Probabilistic Topic Discovery for Text Documents Incorporating Segment Structure and Word Order [D] . Jameel, Mohammad Shoaib 2014

机译：包含段结构和单词顺序的文本文档的潜在概率主题发现
6. A Study of Reverse-Worded Matched Item Pairs Using the Generalized Partial Credit and Nominal Response Models [O] . Ki Lynn Matlock, Ronna C. Turner, W. Dent Gitchel 2018

机译：基于广义部分信用和名义响应模型的逆词匹配项对研究
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Exploring the generalizability of discriminant word items and latent topics in online tourist reviews

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