A data-driven approach to exploring similarities of tourist attractions through online reviews

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2018-04-03 DOI:10.1080/17489725.2018.1493548

Grant McKenzie, B. Adams

引用次数: 19

Abstract

ABSTRACT The motivation for tourists to visit a city is often driven by the uniqueness of the attractions accessible within the region. The draw to these locations varies by visitor as some travellers are interested in a single specific attraction while others prefer thematic travel. Tourists today have access to detailed experiences of other visitors to these locations in the form of user-contributed text reviews, opinions, photographs, and videos, all contributed through online tourism platforms. The data available through these platforms offer a unique opportunity to examine the similarities and difference between these attractions, their cities, and the visitors that contribute the reviews. In this work, we take a data-driven approach to assessing similarity through textual analysis of user-contributed reviews, uncovering nuanced differences and similarities in the ways that reviewers write about attractions and cities.

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一种数据驱动的方法，通过在线评论探索旅游景点的相似之处

游客参观一个城市的动机往往是由该地区景点的独特性所驱动的。这些景点的吸引力因游客而异，有些游客对单一的特定景点感兴趣，而另一些游客则喜欢主题旅游。如今，游客可以通过在线旅游平台，以用户提供的文字评论、意见、照片和视频的形式，了解其他游客在这些地点的详细体验。通过这些平台获得的数据提供了一个独特的机会，可以检查这些景点、它们的城市和提供评论的游客之间的异同。在这项工作中，我们采用数据驱动的方法，通过对用户贡献的评论进行文本分析来评估相似性，揭示评论者在描述景点和城市时的细微差异和相似之处。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.