E. Olmos-Martínez, Miguel A. Alvarez-Carmona, Ramón Aranda, Ángel Díaz-Pacheco
{"title":"关于目的地,媒体告诉了我们什么?坎昆案例,从美国、加拿大和墨西哥看","authors":"E. Olmos-Martínez, Miguel A. Alvarez-Carmona, Ramón Aranda, Ángel Díaz-Pacheco","doi":"10.1108/ijtc-09-2022-0223","DOIUrl":null,"url":null,"abstract":"\nPurpose\nThis study aims to present a framework for automatically collecting, cleaning and analyzing text (news articles, in this case) to provide valuable decision-making information to destination management organizations. Keeping a record of certain aspects of the projected destination image of an attraction (Cancun in this study) will grant the design of better strategies for the promotion and administration of destinations without the time-consuming effort of manually evaluating high quantities of textual information.\n\n\nDesign/methodology/approach\nUsing Web scraping, news articles were collected from the USA, Mexico and Canada over an interval of one year. The documents were analyzed using an automatic topic modeling method known as Latent Dirichlet Allocation and a coherence analysis to determine the number of themes present in each collection. With the data provided, the authors were able to extract valuable information to understand how Cancun is presented to the countries.\n\n\nFindings\nIt was found that in all countries, Cancun is an important destination to travel and vacation; however, given the period defined for this study (from July 2021 to July 2022), an important part of the articles analyzed was concerned with the sanitary measures derived from the COVID-19 pandemic. Besides, given the rise of violence and the threat of organized crime, many articles from the three countries are focused on warning potential tourists about the risks of traveling to Cancun.\n\n\nOriginality/value\nThe examination of the relevant literature revealed that similar analyses are manually performed by the experts on a set of predefined categories. Although those approaches are methodologically sound, the logistic effort and the time used could become prohibitively expensive, precluding carrying out this analysis frequently. Additionally, the preestablished categories to be studied in press articles may distort the results. For these reasons, the proposed framework automatically allows for gathering valuable information for decision-making in an unbiased manner.\n","PeriodicalId":46072,"journal":{"name":"International Journal of Tourism Cities","volume":"83 1","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"What does the media tell us about a destination? The Cancun case, seen from the USA, Canada, and Mexico\",\"authors\":\"E. Olmos-Martínez, Miguel A. Alvarez-Carmona, Ramón Aranda, Ángel Díaz-Pacheco\",\"doi\":\"10.1108/ijtc-09-2022-0223\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\nPurpose\\nThis study aims to present a framework for automatically collecting, cleaning and analyzing text (news articles, in this case) to provide valuable decision-making information to destination management organizations. Keeping a record of certain aspects of the projected destination image of an attraction (Cancun in this study) will grant the design of better strategies for the promotion and administration of destinations without the time-consuming effort of manually evaluating high quantities of textual information.\\n\\n\\nDesign/methodology/approach\\nUsing Web scraping, news articles were collected from the USA, Mexico and Canada over an interval of one year. The documents were analyzed using an automatic topic modeling method known as Latent Dirichlet Allocation and a coherence analysis to determine the number of themes present in each collection. With the data provided, the authors were able to extract valuable information to understand how Cancun is presented to the countries.\\n\\n\\nFindings\\nIt was found that in all countries, Cancun is an important destination to travel and vacation; however, given the period defined for this study (from July 2021 to July 2022), an important part of the articles analyzed was concerned with the sanitary measures derived from the COVID-19 pandemic. Besides, given the rise of violence and the threat of organized crime, many articles from the three countries are focused on warning potential tourists about the risks of traveling to Cancun.\\n\\n\\nOriginality/value\\nThe examination of the relevant literature revealed that similar analyses are manually performed by the experts on a set of predefined categories. Although those approaches are methodologically sound, the logistic effort and the time used could become prohibitively expensive, precluding carrying out this analysis frequently. Additionally, the preestablished categories to be studied in press articles may distort the results. 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What does the media tell us about a destination? The Cancun case, seen from the USA, Canada, and Mexico
Purpose
This study aims to present a framework for automatically collecting, cleaning and analyzing text (news articles, in this case) to provide valuable decision-making information to destination management organizations. Keeping a record of certain aspects of the projected destination image of an attraction (Cancun in this study) will grant the design of better strategies for the promotion and administration of destinations without the time-consuming effort of manually evaluating high quantities of textual information.
Design/methodology/approach
Using Web scraping, news articles were collected from the USA, Mexico and Canada over an interval of one year. The documents were analyzed using an automatic topic modeling method known as Latent Dirichlet Allocation and a coherence analysis to determine the number of themes present in each collection. With the data provided, the authors were able to extract valuable information to understand how Cancun is presented to the countries.
Findings
It was found that in all countries, Cancun is an important destination to travel and vacation; however, given the period defined for this study (from July 2021 to July 2022), an important part of the articles analyzed was concerned with the sanitary measures derived from the COVID-19 pandemic. Besides, given the rise of violence and the threat of organized crime, many articles from the three countries are focused on warning potential tourists about the risks of traveling to Cancun.
Originality/value
The examination of the relevant literature revealed that similar analyses are manually performed by the experts on a set of predefined categories. Although those approaches are methodologically sound, the logistic effort and the time used could become prohibitively expensive, precluding carrying out this analysis frequently. Additionally, the preestablished categories to be studied in press articles may distort the results. For these reasons, the proposed framework automatically allows for gathering valuable information for decision-making in an unbiased manner.
期刊介绍:
A peer-reviewed journal, the International Journal of Tourism Cities provides an international forum for the critical study of urban tourism and tourism cities. The journal aims to be inter-disciplinary in its appreciation of tourism cities and tourism in urban areas, and welcomes original, theoretically-informed articles from those involved in the planning, management or marketing of tourism in city destination or places adjoining urban areas. Urban tourism and travel cover many disciplines and impinge on numerous aspects of daily life within cities. Moreover, they play a key role in domestic and international tourism in most countries, and cities often function as key travel gateways and tourism destinations. The International Journal of Tourism Cities contents include primary research articles, expert discussions on current urban tourism issues, and tourism city case studies. Articles are selected that are relevant to both academics and practitioners. The journal particularly encourages contributions on contemporary topics and issues in urban tourism including smart cities and tourism, environmental impact and sustainable tourism development in cities, citizen and stakeholder involvement in tourism, city destination governance, and the development of policies and standards for city tourism development. The International Journal of Tourism Cities has four distinct purposes: To encourage greater research and scholarship related to tourism in urban settings. To stimulate more interdisciplinary research on tourism in cities, particularly the integration of tourism and urban studies theories and principles. To generate more research studies on tourism at the edge of cities, where urban and rural areas converge. To create more literature on best practices in city tourism worldwide through in-depth analyses and the production of exemplary case studies.