Daniel Gao, Haiyang Xia, Weiling Deng, Birgit Muskat, Gang Li, Rob Law
{"title":"Value creation in wine tourism – an exploration through deep neural networks","authors":"Daniel Gao, Haiyang Xia, Weiling Deng, Birgit Muskat, Gang Li, Rob Law","doi":"10.1177/13567667221140605","DOIUrl":null,"url":null,"abstract":"The aim of this paper is to explore what aspects create experiential value for wine tourists. We synthesize the extant literature into four dimensions for wine tourism value creation, namely, product-related aspects; sensory and affective experiential aspects; cognitive, educational experiential aspects; and social-relational experiential value-creating aspects. So far, most studies merely discuss product-related aspects whilst insights on experiential value are less known. Using online review data from wine tourists in Australia, we develop a novel deep neural network-based framework using an innovative AI-based exploratory design. Results of the case study reveal that in addition to product-related aspects, sensory-and education-related experiential aspects are also highly important for value creation in wine tourism. Theoretical and practical implications, as well as ideas for future research are discussed.","PeriodicalId":47859,"journal":{"name":"Journal of Vacation Marketing","volume":null,"pages":null},"PeriodicalIF":4.5000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Vacation Marketing","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1177/13567667221140605","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS","Score":null,"Total":0}
引用次数: 1
Abstract
The aim of this paper is to explore what aspects create experiential value for wine tourists. We synthesize the extant literature into four dimensions for wine tourism value creation, namely, product-related aspects; sensory and affective experiential aspects; cognitive, educational experiential aspects; and social-relational experiential value-creating aspects. So far, most studies merely discuss product-related aspects whilst insights on experiential value are less known. Using online review data from wine tourists in Australia, we develop a novel deep neural network-based framework using an innovative AI-based exploratory design. Results of the case study reveal that in addition to product-related aspects, sensory-and education-related experiential aspects are also highly important for value creation in wine tourism. Theoretical and practical implications, as well as ideas for future research are discussed.
期刊介绍:
Journal of Vacation Marketing is a fully peer reviewed international journal that publishes original research and review articles on topics relating to the marketing of destinations and businesses/organisations involved in the wider tourism, hospitality and events industries. Its objective is to provide a forum for the publication of refereed academic papers and reviewed practitioner papers which are of direct relevance to industry, while meeting the highest standards of intellectual rigour.