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This study aims to present a systematic review of smart tourism articles using a meta-synthesis method. Effective systematic reviews are essential for assisting stakeholders in implementing smart destinations. A systematic comprehension of studies on smart tourism is needed regarding the various components of smart tourism destinations, the metrics to map these components and their expected results. This study creates a framework for understanding how smart tourism destinations are theorized and developed.

Based on the meta-synthesis approach, this study collects, analyzes and synthesizes relevant research in smart tourism published in online databases by following a predetermined review protocol.

This study contributes to the discourse on smart tourism destinations by increasing the knowledge on the subject of smart destinations in regard to different categories. The selected articles were analyzed according to the proposed research questions and classified into three main categories: components, measurement and outputs. This study presents a new archetype for developing smart destinations and addresses efforts to bridge the gap in this research field.

This paper is noteworthy for stakeholders because it provides a comprehensive vision into the components that influence the growth of smart destinations. The advantage of the proposed methodology is that it creates a framework for understanding how smart destinations are theorized. Furthermore, it is helpful to use qualitative methodologies that efficiently allow the analysis of related literature and that also offer conceptual insights.

The findings provide information that can be used to help shape a fully conceptualized understanding of the smart destinations concept and can also prove important in providing a guide for policymakers and stakeholders in the tourism industry who seek to intelligently develop tourism destinations.

本研究基于综合集成方法, 遵循预先设计的回顾方案, 收集、分析和综合线上资料库中相关智慧旅游的研究成果

本研究旨在运用综合集成方法对智慧旅游文献进行系统的回顾。有效的系统的综述对协助相关利益者实现智慧旅游目的地至关重要。有必要系统地理解智能旅游的研究, 包括智能旅游目的地的各个要素, 映射这些要素的指标及其预期结果。本研究为理解智慧旅游目的地如何理论化和发展提供了框架。

本研究通过增加不同类别的智慧旅游目的地的相关知识, 推动对智慧旅游目的地的探讨。根据提出的研究问题和三大主要类别：组成要素、测量和产出, 对遴选的文章进行分析。本研究为开发智慧旅游目的地提供了新的典例, 并致力于这一研究领域的空白。

本文对利益相关者是重要的, 因为它为影响智慧旅游目的地增长的要素提供了一个综合性视角。此方法的优点在于为理解智慧旅游目的地理论化提供框架。此外, 本文有助于运用定性方法有效地分析相关文献, 并提供概念化见解。

研究结果提供的信息可用于帮助形成对智慧旅游目的地概念的全面的概念化理解, 也对旅游业中寻求智能化开发旅游目的地的决策者和利益相关者提供指导具有重要意义。

Basándose en el enfoque de la metasíntesis, este estudio recoge, analiza y sintetiza las investigaciones pertinentes en materia de turismo inteligente publicadas en bases de datos en línea siguiendo un protocolo de revisión predeterminado.

Este estudio tiene como objetivo presentar una revisión sistemática de los artículos de turismo inteligente utilizando un método de meta-síntesis. Las revisiones sistemáticas eficaces son esenciales para ayudar a los interesados a poner en práctica los destinos inteligentes. Se necesita una comprensión sistemática de los estudios sobre turismo inteligente en relación con los diversos componentes de los destinos de turismo inteligente, las métricas para trazar el mapa de estos componentes y sus resultados esperados. Este estudio crea un marco para comprender cómo se teorizan y desarrollan los destinos turísticos inteligentes.

El presente estudio contribuye al discurso sobre los destinos turísticos inteligentes al aumentar el conocimiento sobre el tema de los destinos inteligentes en relación con diferentes categorías. Los artículos seleccionados fueron analizados de acuerdo con las preguntas de investigación propuestas y clasificados en tres categorías principales: componentes, medición y resultados. Este estudio presenta un nuevo arquetipo para el desarrollo de los destinos inteligentes y aborda los esfuerzos para salvar la brecha en este campo de investigación.

Este artículo es digno de mención para los interesados porque ofrece una visión global de los componentes que influyen en el crecimiento de los destinos inteligentes. La ventaja de la metodología propuesta es que crea un marco para comprender cómo se teorizan los destinos inteligentes. Además, es útil para utilizar metodologías cualitativas que permitan analizar eficazmente la literatura conexa y que también ofrezcan perspectivas conceptuales.

Este estudio ofrece una revisión sistemática de la investigación más reciente publicada sobre turismo inteligente. Los resultados de este estudio podrían ser importantes para proporcionar una guía a los responsables políticos y a los actores del sector turístico que buscan desarrollar inteligentemente sus destinos turísticos. Los resultados del análisis sistemático pueden servir de punto de partida útil para futuras investigaciones en este ámbito.

This paper aims to analyse the role of information and communication technologies (ICTs) in establishing destination appeal and reflect on the implications for smart tourism destination development. The focus is on identifying and analysing technological solutions by considering six elements shaping tourism destination appeal, namely, attractions, public and private amenities, accessibility, human resources, image and character and price.

To deliver public and private sector implications, the authors have reviewed and analysed relevant papers that were published in hospitality and tourism journals (42 Q1 and Q2 ranked journals based on SCImago Journal Rank) between 2010 and 2018.

ICTs affect the marketing and management of tourism destinations. They foster their innovativeness (e.g. interpretation of destination factors, new travel trends, innovative products, VA and AR), contribute sustainability (e.g. visitor management and reducing the use of resources) and improve accessibility (e.g. information provision, navigation, availability of sites and travel planning). The adaptation of technological solutions in the hospitality industry can be related to increased productivity, profitability and quality of services. Additionally, ICTs facilitate visitor decision-making (e.g. online distribution channels and information accessibility), influence overall travel experience and enable the sharing of visitors’ impressions.

The significant limitations of this study include restrictions on the timing of publication and on journal selection.

This paper reviews full-length research papers that were published in relevant tourism and hospitality journals. This paper complements the current literature by addressing the role of ICTs in establishing destination appeal and reflecting on implications for smart destination development and future research.

本论文分析了ICT在搭建旅游目的地吸引力方面的作用, 并对智慧旅游目的地发展提出启示。本论文重点在于考量六种搭建旅游目的地吸引力的因素：景点、公共和个人设施、可参观性、人力资源、形象和性格、以及价格, 并分析了各种科技解决方案。

为了给公众和私人企业提出启示, 本论文审阅并分析了发表在2010年至2018年之间的酒店旅游相关期刊文献（42Q1和Q2级别的SCImago期刊排名）。

信息通讯技术（ICTs）影响了旅游目的地的营销和管理。ICT促进了多种创新（比如, 目的地因素的解读、新旅游趋势、创新型产品、VA\AR）, 增强可持续性（比如, 游客管理和减少资源耗损）以及提高可参观性（比如, 信息提供、导航、景点信息、旅游规划等）。酒店业中的科技应用促进了生产力提高、营利性、和服务质量。此外, ICT帮助游客做旅游决策（比如, 在线分销渠道和信息获取）, 影响了整体旅游体验, 和增强了游客分享游历经验。

本论文审阅了旅游酒店期刊相关科研文章, 强调了建立旅游目的地吸引力中ICT的重要性, 以及对未来智慧旅游目的地发展和研究做出启示。

本论文的局限性在于只包含了特定发表年限和期刊限制的文章。

智慧旅游目的地、旅游目的地吸引力、信息和通信技术、ICT、旅游研究、酒店业

This study aims to explore the visual social media (SM) (Instagram) communication and the visual characteristics of smart tourism destination (STD) communication from destination marketing/management organizations (DMOs) and user-generated content (UGC) perspectives, which refer to projected image and perceived image, respectively.

Three DMO official accounts of STDs (Helsinki, Gothenburg and Lyon) and corresponding official hashtags were selected for the sample and total 6,000 post data (1,000 × 6) were retrieved from Instagram. Visual communication content was examined with a netnographic design over a proposed four-level visual content framework using corresponding methodological approaches (thematic analysis, visual analysis, object detection and text mining) for each level.

Among the eight emerging themes dominating the images, communication of smart elements conveys far less than expected textual and visual signals from DMOs despite their smart status, and in turn, from UGC as well. UGC revealed three extra image themes regardless of smartness perception. DMOs tend to project and give voice to their standard metropolitan areas and neighborhoods while UGCs focus on food-related and emotional elements. The findings show a partial overlap between DMOs and UGCs, revealing discrepancies in objects contained in visuals, hashtags and emojis. Additionally, as a rare attempt, the proposed framework for visual content analysis showed the importance of integrated methods to investigate visual content effectively.

The number of attributes in visual analysis and focusing on the observed elements in text content (text, hashtags and emojis) are the limitations of the study in terms of methodology.

Apart from the multiple integrated methods used over a netnographic design, this study differs from existing SM and smart destinations intersection literature by attempting to fill a gap in focusing on and exploring visual SM communication, which is scarce in tourism context, for the contents generated by DMOs and users.

本研究旨在探讨从目的地营销管理组织（DMO）和用户生成的内容（UGC）获取的视觉社交网站传播（instagram）以及智慧旅游目的地的视觉特征。这两个角度在本文中分别命名为投射形象和感知形象。

本文收集了三个智慧旅游目的地（赫尔辛基、哥德堡、里昂）的DMO官方账号及其对应的官方标签数据, 其中从Instagram获取了一共6000个帖子（1000 x 6）。视觉传播内容是通过网络民族志设计进行分析的, 该设计采用四层视觉内容框架, 每一层使用相应的方法, 包括主题分析、视觉分析、目标检测、文本挖掘。

在8个新兴的主导形象中, 智慧元素, 尽管是智能的, 但其传达的信息远不如预期的来自DMO的文本和视觉信号, 同样, 也不如来自UGC的信息。无论智慧感知程度如何, UGC显示了3个额外的形象。DMO倾向于展现和表达目的地标准的大都会地区及其临近社区, 而UGC专注于与食物相关的和情感的元素。我们的研究显示了DMO和UGC内容的部分重叠, 但揭示了两者在图像、标签和表情符号中包含对象的差异。此外, 作为一个少有的尝试, 我们提出的视觉内容分析框架展示了集成方法对有效研究视觉内容的重要性。

从方法上来说, 视觉分析中属性的数量和在文本语境中对观察元素的关注是本研究的局限性

除了在网络民族志设计中使用多个集成方法,本文和以往社交媒体和智慧目的地交互文献的区别还体现在关注和探索DMO和UGC生成内容的视觉社交媒体沟通, 这类研究旅游研究情境下是少见的。

The aim of this paper is to provide a critical analysis of the main literature contributions that concern smart tourism development and management, highlighting gaps and logical inconsistencies. In addition, to further stress the importance of the issues at stake, a simulation is performed for showing how technology allows achieving better outcomes when a certain level of efficiency is obtained via re-engineering of main organizational and operational processes.

A content analysis of recent relevant literature is performed with the help of machine learning topic modelling algorithms. A network analytic approach to digital ecosystems, then, is used to study the relationship between technological tools and physical entities in a destination and how these and their combination affect the efficiency of the system at local and global levels.

The literature analyzed lacks a good discussion on the necessity to improve and rationalize the operational and organizational processes while emphasizing mostly the technological aspects. On the other hand, the simulation case presented shows that if information and knowledge flows are reasonably efficient and well organized in the physical world, the integration of digital components further enhances these processes, whereas inefficiencies can hinder the flow of information and reduce its efficiency.

Apart from the methods used, relatively little explored, the authors show that, as also much of the computer science literature states, a fundamental prerequisite for successful “smart” projects is a logical and effective restructuring of the main operational and organizational processes.

本论文旨在分析关于智慧旅游发展和管理话题的主要文献, 指出文献缺口和逻辑矛盾。此外, 为了进一步指出这个话题的重要性, 本论文运行了一个模拟程序, 以证明科技如何帮助冲破瓶颈达到新的高峰, 通过重组重要组织和流程管理。

本论文采用内容分析法, 并借助机器学习建模程序。本论文采用电子生态环境的网络分析方法来研究科技工具与实体设备在旅游目的地中的关联, 以及如何这些设备资源能够融合在区域和全球范围内提高系统效率。

文献分析结果表明, 大部分文章都着重强调科技方面, 而忽略了运营和组织流程的改进。此外, 本论文展示的模拟案件表明如果信息和知识流在实体世界中有效的利用和管理, 那么与电子软配件的结合就会更加相得益彰, 相反, 如果未达到有效结合, 那么将阻碍信息流和降低效率。

除去本文利用的研究方法相对很少学者涉及, 正如计算机科学文献所说, 本论文证实了成功的“智能”项目所需要的前提条件是主要运营和管理流程的逻辑有效的重组。