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The purpose of this study is to develop research questions and explore industry expert perceptions related to the process of transformative changes in post-COVID-19 gastronomy and wine tourism.

To achieve this purpose, the authors applied individual and collective brainwriting techniques using the digital whiteboard, Mural. The research questions were answered within Mural's Sailboat template, which helped industry experts describe four situational areas and their symbolic elements. These included transformative change – the island, strategies – the wind, challenges – the anchors and strengths – the coral. The exploration was conducted across interpersonal, organisational and intra-destination levels.

This study results yielded a know-how framework that synthesised the insights of industry experts. The framework underscores the importance of a sequential approach to embrace transformative change to mindsets, practices and systems. It also advocates strategies (new leadership style, business solutions and community empowerment), potential challenges (self-doubt, established organisational culture and inertia within large systems) and leveraging industry strengths (personality traits, human resources and organisational interdependence) to effectively navigate the evolving gastronomy and wine tourism environment.

This paper represents a pioneering effort in assessing the key areas in the gastronomy and wine business and drawing parallels to the essential levels of transformation required to effectively cope with upcoming uncertainties.

本研究的目的是提出研究问题并探讨行业专家对新冠肺炎 (COVID-19) 后美食和葡萄酒旅游变革过程的看法。

为了实现这一目的, 作者利用数字白板、壁画应用了个人和集体的脑力书写技术。 研究问题在 Mural 的帆船模板中得到了解答, 该模板帮助行业专家描述了四个情景区域及其象征元素。 其中包括变革 – 岛屿、策略 - 风、挑战 - 锚点和优势 - 珊瑚。 探索是在人际、组织和目的地内部层面进行的。

研究结果产生了一个综合了行业专家见解的专业知识框架。 该框架强调了采用顺序方法来拥抱思维方式、实践和系统变革的重要性。 它还倡导战略（新的领导风格、业务解决方案和社区赋权）、潜在的挑战（自我怀疑、既定的组织文化和大型系统内的惰性）, 并利用行业优势（个性特征、人力资源、组织相互依赖）来 有效驾驭不断变化的美食和葡萄酒旅游环境。

本文代表了通过了解有效应对新的不确定性所需的转型水平来评估美食和葡萄酒行业关键形势领域的开创性努力。

La finalidad de este estudio fue desarrollar preguntas de investigación y explorar las percepciones de los expertos de la industria relacionadas con el proceso de cambios transformadores en la gastronomía y el enoturismo post-COVID-19.

Para lograr este objetivo, los autores aplicaron técnicas de escritura de ideas individuales y colectivas utilizando la pizarra digital Mural. Las preguntas de investigación fueron respondidas dentro de la plantilla Sailboat de Mural, que ayudó a los expertos de la industria a describir cuatro áreas situacionales y sus elementos simbólicos. Estos incluían cambios transformadores (la isla), estrategias (el viento), desafíos (las anclas) y fortalezas (el coral). La exploración se llevó a cabo a nivel interpersonal, organizacional e intradestino.

Los resultados de la investigación generaron un marco de conocimientos que sintetizó los conocimientos de los expertos de la industria. El marco subraya la importancia de un enfoque secuencial para adoptar cambios transformadores en mentalidades, prácticas y sistemas. También aboga por estrategias (nuevo estilo de liderazgo, soluciones empresariales y empoderamiento de la comunidad), desafíos potenciales (inseguridad, cultura organizacional establecida e inercia dentro de grandes sistemas) y aprovechar las fortalezas de la industria (rasgos de personalidad, recursos humanos, interdependencia organizacional) para navegar eficazmente en el cambiante entorno de la gastronomía y el enoturismo.

este artículo representa un esfuerzo pionero en la evaluación de áreas situacionales clave en los negocios de la gastronomía y enología al comprender los niveles de transformación necesarios para hacer frente de manera efectiva a las nuevas incertidumbres.

The purpose of this study is to analyse Peruvian cuisine in the context of visitors’ overall experience, focusing on the loyalty of tourists in terms of gastronomy, their satisfaction with the destination, and the overall image.

Data were obtained from tourists who visited Lima (Peru). Structural equation modeling was used to verify the hypothesized relationships.

The results obtained confirm that satisfaction and appreciation, such as quality, have a positive influence on tourists’ loyalty and, therefore, they recommend and express their desire to come back to this destination. The traditional gastronomy of Lima stands out as a prominent factor on overall experience.

This paper helps the managers of cities in their decisions to improve the satisfaction and seek loyalty of those who visit a city, emphasizes the role of gastronomy.

The results obtained in this research can be used for the establishment of new strategies for the promotion of the destination in terms of tourism and traditional food.

The gastronomy in Lima, (Peru) is recognized worldwide, as well as a stimulus for tourism because it increases the number of visits to the destination. Several studies carried out in these types of destinations have shown the existence of a relationship between gastronomy, overall experience, satisfaction and loyalty. However, there are no previous studies carried out in Lima that sustain this relationship. This work makes a contribution that completes the academic literature on the study of the emotional bonds between Peruvian gastronomy and the tourist who visits it and its behaviour.

In general, literature recognises that co-creative experiences add value to the tourism experience, yet empirical research within food-and-wine context remains scarce. This study aims to analyse the tourists’ perceptions of the co-creation construct, their food-and-wine tourism experiences and their willingness to actively co-create in this type of experiences.

Departing from general co-creation theoretical concepts, this research explores how they can be applied in a specific food-and-tourism context. The end goal is to formulate a model that can be applied by food-and-wine managers when they create their tourism experience. A convenience sample of 19 tourists composed by 1 focus group (5 participants) and 14 face-to-face semi-structured interviews provided data for the qualitative research to explore tourists’ perceptions of co-creation and how these perceptions can be used to create engaging and successful food-and-wine experiences.

Results reveal that co-creation is perceived by tourists as one or a combination of seven categories: social interaction, novelty, creativity, social sustainability, environmental awareness, enjoyment and memorable experiences. Respondents have participated in food-and-wine activities while travelling as a complement to their tourism experience displaying more willingness to actively participate in food rather than wine experiences.

This study is exploratory in nature which makes the data not generalisable. The findings need further quantitative validation. Although the food-and-wine experiences were created based on existing experiences, they are composed of a different number of stages (without standardisation), which may make further statistical analysis (comparisons) difficult.

By conceptualising the co-creation construct, tourism managers may use the outcome of this study to turn their experiences more environmentally friendly and to improve the creative process of the experiences. The research findings not only emphasise the significance of understanding tourists’ co-creation conceptualisation, but also indicate the importance of integrating creativity and environmental awareness dimensions into experiences. Particularly, the study develops a theoretical model supportive of the co-creation dimensions that can be applied on food-and-wine tourism contexts.

This study fills a gap in the literature between co-creation in tourism and its application in food-and-wine settings by highlighting the significance that co-creation has in developing tourism business experiences.

“美食+红酒”式体验实现旅游共创

总体而言, 历史文献表明共创可以增加旅游业的价值, 然而, 以美食和红酒为研究背景的实证研究还很少。该探索性研究旨在分析游客对共同创造结构的看法、游客的”美食+红酒”式旅游体验以及他们在这种类型的体验中积极共创的意愿。

基于共创理论概念, 该研究探讨如何将共创理论运用到具体的”美食+红酒”模式背景中, 该研究的最终目的是为美食和红酒领域的管理者提供一套模型, 用于开发旅游体验。该文章采用质化分析方式, 针对19名游客, 采用焦点小组（5个参与者）与面对面、半结构式采访（共14个）的方式收集数据, 从而探索游客对共创的理解以及如何结合这些看法开发富有吸引力且成功的”美食+红酒”旅游体验。

研究结果表示, 游客认为共创由以下七大要素组合而成：社交互动、新颖性、创造力、社会可持续性、环保意识、享受和难忘的经历。为丰富旅游经历, 受访者在旅行途中参与了”美食+红酒”活动, 他们表示相比较红酒类的体验, 更愿意积极参加和美食相关的活动。此外, 该研究揭示了开发环保类体验的重要性。

该研究从本质上来说是一次探索性的研究, 其数据不具普遍概括性。研究结果还需进一步的定量验证。尽管”美食+红酒”体验是基于现有体验而创造开发出来的, 但它们由一系列不同的步骤构成（没有标准化）, 这使得未来的数据对比分析更加艰难。

通过概念化共创的构架, 旅游管理者可以利用该研究的研究成果使旅游体验更具环保性, 同时可以优化体验的创造过程。

该研究成果不仅强调了解游客共创概念的重要性, 而且表明将创造力和环保意识融合到旅游体验中的重要性。特别是, 该研究开发了支持共创维度的理论模型, 该模型可用于”美食+红酒”旅游模式。

该研究通过强调共创在发展旅游业务体验过程中的重要性, 填补了旅游共创及其在”美食+红酒”模式中的应用之间的研究空白。

关键词 共创, “美食+红酒, ” 体验, 旅游, 需求观点, 内容分析

研究论文

La experiencia gastronómica y enológica: hacia la co-creación en turismo

En general, la literatura reconoce que las experiencias co-creativas añaden valor a la experiencia turística, pero la investigación empírica dentro del contexto gastronómico y enológico sigue siendo escasa. El presente estudio exploratorio pretende analizar la percepción de los turistas sobre la construcción de la co-creación, sus experiencias en turismo gastronómico y enológico y su voluntad de co-crear activamente en este tipo de experiencias.

Partiendo de los conceptos teóricos generales sobre co-creación, esta investigación explora cómo pueden aplicarse al contexto específico de la gastronomía y el turismo. El objetivo final es formular un modelo que puedan aplicar los gestores gastronómicos y enológicos cuando creen su experiencia turística. Una muestra de conveniencia de 19 turistas compuesta por un grupo focal (cinco participantes) y catorce entrevistas semiestructuradas en persona, proporcionaron los datos para la investigación cualitativa con el fin de explorar las percepciones de co-creación de los turistas y cómo se pueden emplear para crear experiencias gastronómicas y enológicas atractivas y exitosas.

Los resultados revelan que la co-creación es percibida por los turistas como una o una combinación de siete categorías: interacción social, novedad, creatividad, sostenibilidad social, conciencia ambiental, disfrute y experiencias memorables. Los encuestados han participado en actividades relacionadas con la gastronomía y la enología mientras viajaban, como complemento a su experiencia turística, mostrando una mayor disposición a participar activamente en las experiencias gastronómicas que en las enológicas.

Este estudio es de carácter exploratorio lo que hace que los datos no sean generalizables. Los resultados necesitan una mayor validación cuantitativa. Aunque las experiencias gastronómicas y enológicas se crearon a partir de experiencias existentes, se componen de un número diferente de etapas (sin normalización), lo que puede dificultar el análisis estadístico posterior (comparaciones).

Implicaciones prácticas: Al conceptualizar el concepto de co-creación, los gestores turísticos pueden utilizar el resultado de este estudio para convertir sus experiencias en más respetuosas con el medio ambiente y para mejorar el proceso creativo de las mismas.

Los resultados de la investigación no sólo subrayan la importancia de entender la conceptualización de la co-creación de los turistas, sino que también indican la importancia de integrar la creatividad y la conciencia medioambiental en sus experiencias. En particular, el estudio desarrolla un modelo teórico que apoya las dimensiones de la co-creación que pueden aplicarse en el contexto del turismo gastronómico y enológico.

Este estudio llena el vacío existente en la literatura sobre la co-creación en turismo y su aplicación a entornos gastronómicos y enológicos, destacando la importancia de la co-creación en el desarrollo de experiencias en los negocios turísticos.

co-creación, Experiencias gastronómicas, Turismo, Perspectiva de demanda, Análisis de contenido

Trabajo de investigación

Pulque is a fundamental piece in the Mexican gastronomy and identifying consumers’ perception could help promote it and generate new opportunities of commercialization. The purpose of this paper is twofold: first, to explore the underlying factors that influence consumers’ perception toward pulque, and second, to identify groups of consumers according to their perception.

A questionnaire was designed and applied to 220 consumers within points of sales. Exploratory factor analysis (EFA) was undertaken and hierarchical cluster analysis (HCA) was used to identify different groups of consumers.

By means of EFA three factors were obtained: traditionality, bad reputation of pulquerías and functional beverage. In order to identify different consumption patterns among consumers, HCA was performed and three groups were identified: traditional, neo-consumers and neo-consumers in transition. The groups identified showed significant differences in their perception.

Pulque has recently gained interest in various consumer sectors, mainly among young consumers, who are consuming and promoting the beverage these days. In this sense, the results of this work could be used for its promotion and consumption in order to attract more consumers and make a contribution to the development of local economies.

This is the first work in Mexico to explore the perception of consumers toward pulque: the most important traditional fermented beverage in Central México. Results of this research suggest the appearance of a revaluation process among young consumers, more informed and with greater sensitivity toward traditional Mexican food, particularly in the case of pulque. Likewise, these results could be useful for producers and sellers to carry out commercial strategies and promote the drink.

The purpose of this study was to uncover representative emergent areas and to examine the research area of marketing, tourism and big data (BD) to assess how these thematic areas have developed over a 27-year time period from 1996 to 2022. This study analyzed 1,152 studies to identify the principal thematic areas and emergent topics, principal theories used, predominant forms of analysis and the most productive authors in terms of research.

The articles for this research were all selected from the Web of Science database. A systematic and quantitative literature review was performed. This study used SciMAT software to extract indicators. Specifically, this study analyzed productivity and produced a science map.

The findings suggest that interest in this area has increased gradually. The outputs also reveal the innovative effort of industry in new technologies for developing models for tourism marketing. Ten research areas were identified: “destination marketing,” “mobility patterns,” “co-creation,” “gastronomy,” “sustainability,” “tourist behavior,” “market segmentation,” “artificial neural networks,” “pricing” and “tourist satisfaction.”

This work is unique in proposing an agenda for future research into tourism marketing research with new technologies such as BD and artificial intelligence techniques. In addition, the results presented here fill the current gap in the research since while there have been literature reviews covering tourism with BD or marketing, these areas have not been studied as a whole.

El objetivo de esta investigación fue descubrir nichos representativos de áreas emergentes y examinar el área de Marketing, Turismo y Big Data, evaluando cómo han evolucionado estas áreas temáticas durante un período de 27 años desde 1996–2022. Analizamos 1.152 investigaciones para identificar las principales áreas temáticas y temas emergentes, las principales teorías utilizadas, las formas de análisis predominantes y los autores más productivos en términos de investigación.

Todos los artículos para esta investigación fueron seleccionados de la base de datos Web of Science. Realizamos una revisión sistemática y cuantitativa de la literatura. Utilizamos el software SciMAT para extraer indicadores. Específicamente, analizamos la productividad y elaboramos un mapeo científico.

Los hallazgos sugieren que el interés en esta área ha aumentado gradualmente. Los resultados también revelan el esfuerzo innovador de la industria en nuevas tecnologías para desarrollar modelos de marketing turístico. Se identificaron diez áreas de investigación (“marketing de destinos”, “patrones de movilidad”, “co-creación”, “gastronomía”, “sostenibilidad”, “comportamiento turístico”, “segmentación de mercado”, “redes neuronales artificiales”, “precios”, y “satisfacción del turista”).

Este trabajo es único al proponer una agenda para futuras investigaciones en investigación de Marketing Turístico con nuevas tecnologías como Big Data y técnicas de Inteligencia Artificial. Además, los resultados presentados aquí llenan el vacío actual en la investigación ya que si bien se han realizado revisiones de literatura que cubren Turismo con Big Data o Marketing, estas áreas no se han estudiado como un conjunto.

这一特定研究领域的目标是发现具有代表性的新兴领域, 并考察市场营销、旅游和大数据研究领域, 以评估这些主题领域在1996年至2022年的27年间是如何发展的。我们分析了1152项研究, 以确定主要专题领域和新兴主题、使用的主要理论、主要的分析形式以及在研究方面最有成效的作者。

本研究的文章都是从Web of Science数据库中选出的。我们进行了系统化的定量文献审查, 并使用SciMAT软件来提取指标。具体来说, 我们分析了生产力并制作了一个科学研究地图。

研究结果表明, 人们对这一领域的兴趣已经逐渐增加。本文也揭示了工业界在开发旅游营销模式的新技术方面的创新努力。研究确定了十个研究领域：“目的地营销”、“流动模式”、“共同创造”、“美食”、“可持续性”、“游客行为”、“市场细分”、“人工神经网络”、“定价 “和游客满意度”。

这项研究的独特之处在于提出了未来利用大数据和人工智能技术等新技术进行旅游营销研究的议程。此外, 本文的结果填补了目前的研究空白, 因为虽然有文献综述涉及旅游与大数据或市场营销, 但这些领域还没有被作为一个整体来研究。

Different from most academic publications about tourism in Brazil, this paper provides an overarching and comprehensive perspective. Analysing key developments, and focusing on the period 2000–2019, this paper also considers long-standing structural issues that hinder tourism development. Although this viewpoint paper deals with Brazil, very similar issues can be identified for many countries worldwide.

This viewpoint paper is a combination of reflections by leading Brazilian tourism academics; most are members of ABRATUR, the International Academy for the Development of Tourism Research in Brazil. This paper uses secondary data from the grey (e.g. government reports) and academic literature to support this opinion paper. The tourism-related topics covered in this paper include economics, policy and planning, marketing, transport, nature-based tourism, gastronomy, hospitality and education, amongst others.

Brazil has missed several unique opportunities to place it as a destination of international renown. Since the 1990s, efforts to support regional tourism development have achieved only moderate success as political instability, violence and corruption have impacted tourism. A lack of a coordinated approach between the various levels of government, a shortage of tourism data and a long-term supra-government marketing campaign, among other factors, have meant Brazil has missed several critical opportunities in the 2010s to establish itself as a leading tourism destination in the global market.

From leading tourism academic experts in Brazil, a unique opinion paper offers an overview of the critical development issues in 2000–2019. The paper presents matters that have hindered potential tourism contributions to the largest nation in South America. While these matters may be specific to Brazil, many of these challenges are not dissimilar to those in other emerging (democratic) nations. The authors offer several public policies and technical recommendations to scaffold tourism development towards the 2030 agenda.

本篇观点论文是巴西前沿旅游学者们思考的集合, 其中大多数的学者是巴西旅游发展国际研究院ABRATUR的成员。这篇论文使用了诸如政府工作报告的二手数据和学术文献来支撑文章观点。其中涉及的与旅游相关的主题包括经济学, 政策和规划, 市场营销, 交通, 自然旅游, 烹饪学, 酒店, 教育等等。

与巴西大多数旅游研究的出版物不同, 本文提供了一个重要且全面的视角。文章重点分析了从2000-2009年的旅游业主要发展状况, 同时考虑了阻碍旅游业发展的长期结构性问题。尽管此观点论文涉及巴西, 但在世界许多国家都可以发现非常相似的问题。

巴西已经错失了作为国际知名旅游目的地的几个独特机会。二十世纪九十年代以来, 因为政治动荡, 暴力和腐败对旅游业的影响, 支持区域旅游业发展的努力仅仅取得了有限的成功。各级政府之间缺乏协调方式, 旅游数据短缺和长期的跨政府营销活动等因素, 已经意味着巴西在二十一世纪前十年已经错失了将自己在全球市场中确立为领先旅游目的地的几个重要机会。

这篇来源于一些巴西学术旅游届的领头羊的独特观点论文概述了从2000年到2019年巴西旅游业发展的关键问题。本文介绍了那些已经阻碍南美洲最大旅游国家潜在旅游业贡献的重要事项。尽管这些事项可能是巴西独有的, 但是其中许多问题与其他新兴的（民主的）国家也没有什么不同。我们提供了一些公共政策和技术建议, 以支持旅游业向2030年议程迈进。

Este artículo de opinión es una combinación de reflexiones de destacados académicos brasileños del turismo, la mayoría miembros de ABRATUR, la Academia Internacional para el Desarrollo de la Investigación en Turismo en Brasil. Se utilizan fuentes secundarias (por ejemplo, informes gubernamentales) y literatura académica para respaldar este artículo. Los temas relacionados con el turismo que se tratan en este documento incluyen economía, política y planificación, marketing, transporte, turismo basado en la naturaleza, gastronomía, hotelería, y educación, entre otros.

A diferencia de la mayoría de las publicaciones académicas sobre el turismo en Brasil, este artículo ofrece una perspectiva global e integral. Al analizar los desarrollos clave y centrarse en 2000–2019, este documento también considera problemas estructurales de larga data que obstaculizan el desarrollo del turismo. Aunque este documento trata de Brasil, se pueden identificar problemas muy similares en muchos otros países del mundo.

Brasil ha perdido varias oportunidades únicas para colocarse como un destino de renombre internacional. Los esfuerzos realizados desde la década de 1990 para apoyar el desarrollo del turismo regional solo han logrado un éxito moderado debido a que la inestabilidad política, la violencia y la corrupción han impactado al turismo. La falta de un enfoque coordinado entre los distintos niveles de gobierno, la escasez de datos turísticos, una campaña de marketing supra gubernamental a largo plazo, entre otros factores, han significado que Brasil haya perdido varias oportunidades críticas en la década de 2010 para establecerse como un destino turístico líder en el mercado global.

Un artículo de opinión único de destacados expertos académicos en turismo en Brasil, que ofrece por primera vez una visión general de los problemas críticos del desarrollo desde la década del 2000. El documento presenta asuntos que han obstaculizado las posibles contribuciones del turismo a la nación más grande de América del Sur. Si bien estos asuntos pueden ser específicos de Brasil, muchos de estos desafíos no son diferentes a los de otras naciones (democráticas) emergentes. Ofrecemos diversas recomendaciones técnicas y de políticas públicas para impulsar el desarrollo turístico hacia la agenda 2030.

This paper aims to develop an original model in the context of food-based experiences considering new experiential variables, such as to experience quality, memorability and quality of life (QOL), and their impact on marketing outcomes, namely, satisfaction and loyalty, approached from an experience perspective.

An empirical approach has been adopted. Data have been collected through an online and a paper-and-pencil method, using an original questionnaire addressed to tourists who had a food-based experience during their recent holidays. Partial least squares-structural equation modelling is the technique used for data analysis.

The results confirm that local food, enjoyed through quality experiences, is a determining factor in designing memorable products, achieving tourist satisfaction, improving their QOL and encouraging loyalty to experiential food-based practices.

Results should be interpreted within the context of this research because of the use of a sample conveniently selected.

Gastronomic experiences represent a successful strategic resource for tourist destinations and professionals who want to adapt their business/destination to the new requirements of the experiential context.

To the best of authors’ knowledge, this study is first to relate the impact of memorable and quality culinary experiences on the QOL of tourists, chasing, as a final result, loyal intentions towards a specific kind of experience (culinary) rather than towards the destination.

Este trabajo propone un modelo original en el contexto de las experiencias gastronómica que relaciona nuevas variables experienciales – Calidad de la Experiencia (EXPQ), Memorabilidad (MEM) y Calidad de vida (QOL) – con variables de resultado tradicionales del marketing turístico: satisfacción y lealtad, consideradas desde un nuevo enfoque experiencial.

Se ha optado por un enfoque empírico. Los datos han sido obtenidos por medio de una encuesta online y en papel, con un cuestionario original dirigido a turistas que han vivido una experiencia gastronómica en sus recientes vacaciones. Los datos han sido tratados con PLS-SEM.

Los resultados alcanzados confirman que las experiencias gastronómicas de calidad son un factor determinante para diseñar productos turísticos memorables, lograr la satisfacción de los turistas, mejorar su calidad de vida e incentivar la lealtad hacía prácticas experienciales vinculadas a la gastronomía.

Debido al uso de una muestra no-probabilística de conveniencia los resultados de este estudio sufren limitaciones en cuanto a su generalización.

Las experiencias gastronómicas representan un recurso estratégico para los destinos turísticos y los profesionales del sector que quieran adaptar su negocio/destino a las nuevas exigencias del entorno experiencial.

Este trabajo relaciona por primera vez el impacto de las experiencias gastronómicas memorables y de calidad en la calidad de vida de los turistas, planteando como resultado final la lealtad al tipo de experiencia, más que la intención de volver a visitar el destino.

The main aim of this paper is to build an approach to analyze the tourist content posted on social media. The approach incorporates information extraction, cleaning, data processing, descriptive and content analysis and can be used on different social media platforms such as Instagram, Facebook, etc. This work proposes an approach to social media analytics in traveler-generated content (TGC), and the authors use Twitter to apply this study and examine data about the city and the province of Granada.

In order to identify what people are talking and posting on social media about places, events, restaurants, hotels, etc. the authors propose the following approach for data collection, cleaning and data analysis. The authors first identify the main keywords for the place of study. A descriptive analysis is subsequently performed, and this includes post metrics with geo-tagged analysis and user metrics, retweets and likes, comments, videos, photos and followers. The text is then cleaned. Finally, content analysis is conducted, and this includes word frequency calculation, sentiment and emotion detection and word clouds. Topic modeling was also performed with latent Dirichlet association (LDA).

The authors used the framework to collect 262,859 tweets about Granada. The most important hashtags are #Alhambra and #SierraNevada, and the most prolific user is @AlhambraCultura. The approach uses a seasonal context, and the posted tweets are divided into two periods (spring–summer and autumn–winter). Word frequency was calculated and again Granada, Alhambra are the most frequent words in both periods in English and Spanish. The topic models show the subjects that are mentioned in both languages, and although there are certain small differences in terms of language and season, the Alhambra, Sierra Nevada and gastronomy stand out as the most important topics.

Extremely difficult to identify sarcasm, posts may be ambiguous, users may use both Spanish and English words in their tweets and tweets may contain spelling mistakes, colloquialisms or even abbreviations. Multilingualism represents also an important limitation since it is not clear how tweets written in different languages should be processed. The size of the data set is also an important factor since the greater the amount of data, the better the results. One of the largest limitations is the small number of geo-tagged tweets as geo-tagging would provide information about the place where the tweet was posted and opinions of it.

This study proposes an interesting way to analyze social media data, bridging tourism and social media literature in the data analysis context and contributes to discover patterns and features of the tourism destination through social media. The approach used provides the prospective traveler with an overview of the most popular places and the major posters for a particular tourist destination. From a business perspective, it informs managers of the most influential users, and the information obtained can be extremely useful for managing their tourism products in that region.

This paper aims to study the use of pumpkin pulp and its by-products in food formulation. Pumpkins are important and useful in the food industry. However, only the pulp is used, and the shell and seeds are wasted, which represents an important food waste.

A systematic review was performed by searching electronic databases relating to the physicochemical, textural and sensory effects of the pumpkin pulp and its by-products’ incorporation into foods. No human subjects were involved, and ethical approval was not required.

Pumpkin seeds and shell have been included in quite a variety of products. The primary effects on the physicochemical properties of bakery products, dairy products, beverages and snacks are the increase in energy, protein, iron, calcium, carotene content and textural properties (hardness, chewiness, snapping force and viscosity).

Limitations comprise the heterogeneity of the studies included, which causes varied results.

It was evidenced that pumpkin is already included in food products, especially in bakery products. However, there are not many products where the shell and seeds are used. Therefore, it is a field to be explored, as these by-products have great potential both to enrich food products and to reduce food waste contributing to sustainability.

Artisan gastronomy is becoming increasingly important in a destination’s tourism competitiveness. The aim of this chapter is to discuss why artisan gastronomy is important in developing new innovative tourism attractions. To do this, the reasons why tourists like local food and the way this increases the cultural attractiveness of a region are stated. This is important particularly for countries like Spain that derive their competitiveness from artisan gastronomy. The role of artisan gastronomy is stated in terms of Tenerife in Spain. Managerial suggestions are also stated.